Reconsidering Changes in Parent-Child Conflict across Adolescence: A Meta-Analysis

19
Reconsidering Changes in Parent-Child Conflict across Adolescence: A Meta-Analysis Brett Laursen; Katherine C. Coy; W. Andrew Collins Child Development, Vol. 69, No. 3. (Jun., 1998), pp. 817-832. Stable URL: http://links.jstor.org/sici?sici=0009-3920%28199806%2969%3A3%3C817%3ARCIPCA%3E2.0.CO%3B2-N Child Development is currently published by Society for Research in Child Development. Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available at http://www.jstor.org/about/terms.html. JSTOR's Terms and Conditions of Use provides, in part, that unless you have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and you may use content in the JSTOR archive only for your personal, non-commercial use. Please contact the publisher regarding any further use of this work. Publisher contact information may be obtained at http://www.jstor.org/journals/srcd.html. Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission. The JSTOR Archive is a trusted digital repository providing for long-term preservation and access to leading academic journals and scholarly literature from around the world. The Archive is supported by libraries, scholarly societies, publishers, and foundations. It is an initiative of JSTOR, a not-for-profit organization with a mission to help the scholarly community take advantage of advances in technology. For more information regarding JSTOR, please contact [email protected]. http://www.jstor.org Fri Aug 3 15:50:54 2007

Transcript of Reconsidering Changes in Parent-Child Conflict across Adolescence: A Meta-Analysis

Reconsidering Changes in Parent-Child Conflict across Adolescence AMeta-Analysis

Brett Laursen Katherine C Coy W Andrew Collins

Child Development Vol 69 No 3 (Jun 1998) pp 817-832

Stable URL

httplinksjstororgsicisici=0009-39202819980629693A33C8173ARCIPCA3E20CO3B2-N

Child Development is currently published by Society for Research in Child Development

Your use of the JSTOR archive indicates your acceptance of JSTORs Terms and Conditions of Use available athttpwwwjstororgabouttermshtml JSTORs Terms and Conditions of Use provides in part that unless you have obtainedprior permission you may not download an entire issue of a journal or multiple copies of articles and you may use content inthe JSTOR archive only for your personal non-commercial use

Please contact the publisher regarding any further use of this work Publisher contact information may be obtained athttpwwwjstororgjournalssrcdhtml

Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printedpage of such transmission

The JSTOR Archive is a trusted digital repository providing for long-term preservation and access to leading academicjournals and scholarly literature from around the world The Archive is supported by libraries scholarly societies publishersand foundations It is an initiative of JSTOR a not-for-profit organization with a mission to help the scholarly community takeadvantage of advances in technology For more information regarding JSTOR please contact supportjstororg

httpwwwjstororgFri Aug 3 155054 2007

Child Dexelopment June 1998 Volume 69 Number 3 Pages 817-832

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-Analysis

B r e t t L a u r s e n K a t h e r i n e C C o y a n d W A n d r e w C o l l i n s

A series of meta-analyses addresses whether and how parent-child conflict changes during adolescence and factors that moderate patterns of change The meta-analyses summarize results from studies of change in parent-child conflict as a function of either adolescent age or pubertal maturation Three types of parent- adolescent conflict are examined conflict rate conflict affect and total conflict (rate and affect combined) The results provide little support for the commonly held view that parent-child conflict rises and then falls across adolescence although conclusions regarding pubertal change as well as conflict affect are qualified by the limited number of studies available Two diverging sets of linear effects emerged one indicating a decline in conflict rate and total conflict with age and the other indicating an increase in conflict affect with both age and pubertal maturation In age meta-analyses conflict rate and total conflict decline from early adolescence to mid-adolescence and from mid-adolescence to late adolescence conflict affect increases from early adoles- cence to mid-adolescence Puberty meta-analyses revealed only a positive linear association between conflict affect and pubertal maturation Effect-size patterns varied little in follow-up analyses of potential moderating variables implying similarities in the direction (although not the magnitude) of conflict across parent-adoles- cent dyads reporters and measurement procedures

INTRODUCTION temporary perturbations instrumental to the trans-

The origins and developmental course of conflict in formation of parent-adolescent relationships (Bu- chanan Eccles amp Becker 1992 Collins 1990 Pai-

the normally nurturing relationships between par- koff amp Brooks-Gunn 1991 Silbereisen amp Krackeents and children are classic themes in theory and 1993 Steinberg 1990) In a widely cited narrative research on socialization (Maccoby 1992) Particular summary of research on the subject Montemayor attention has been given to the course of conflict dur-

(1983) described this curvilinear relation Conflict ing adolescence reflecting both impressions that par-

increases during early adolescence is reasonably sta- ent-child conflict is more common during adoles- ble during middle adolescence and declines when cence than during childhood and beliefs that effective

the adolescent moves away from the home (p 89) management of conflict promotes a successful transi- tion to adult roles and responsibilities (Hill 1988)

Some dispute the view of parent-adolescent per- turbation Margaret Mead (1928) suggested that the

Consequently much of the empirical research on par- course of parent-child conflict is an artifact of culture

ent-adolescent conflict is designed to provide a better and circumstances a theme echoed in Albert Ban- understanding of processes that foster continuity of duras (1964) critique of the fiction of adolescent parental influences and that minimize the disruption turmoil Others concluded that reports of parent- of these influences The present study advances this child conflict vary with social and historical context goal by delineating descriptive detail about alterations

early research may have exaggerated conflict during in key aspects of parent-child relationships across ado-

adolescence because participants and investigators lescence A series of meta-analyses summarizes

conformed to prevailing stereotypes of turmoil and changes in parent-child conflict rate and affect as a

strife (Gecas amp Seff 1990) Our own narrative reviews function of adolescent age and pubertal maturation determined that previous findings provide little con-

A time-honored contention of theoretical and pop- sistent evidence of change in parent-adolescent con-

ular perspectives holds that expressions of parent- flict as a function of either age or pubertal maturation child conflict follow an inverted U-shaped function (Collins amp Laursen 1992 Laursen amp Collins 1994) that peaks during adolescence Early theorists such Why is there persistent disagreement over thisas Sigmund Freud (19051962) and G Stanley Hall fundamental aspect of parent-adolescent relation-(1904) regarded turbulent relations with parents as ships Conceptual ambiguity is responsible for some an unfortunate but inevitable by-product of adoles- of the confusion The assertion that parent-child con- cent maturation Contemporary narrative reviews of the empirical literature have moved de- I998 by the Society for Research in Child Development Inc pictions of storm and stress to describe a period of 411 rlghts reserved 0009-3920986903-002050100

818 Child Development

flict crests during adolescence encompasses a range of possibilities For example conflict may increase with the onset of puberty and then decline following the apex of maturational changes Conflict may in- crease between childhood and early adolescence after which it may decline immediately or plateau through mid-adolescence before declining in late ad- olescence alternatively conflict may increase be- tween early adolescence and mid-adolescence and then decline thereafter Age and puberty may interact such that changes in parent-child conflict are exacer- bated for those maturing off-time relative to peers Narrative reviews rarely distinguish among these and other alternative explanations leaving the exact nature of changes open to debate Another source of disagreement is the tendency of different scholars to focus on different aspects of conflict Hinde (1979) convincingly argued that to understand the signifi- cance of an interaction it is necessary to consider qualitative aspects such as affective tenor apart from quantitative features such as frequency Yet narra- tive reviews typically lump together all studies that address parent-adolescent disagreement or discord with little attention given to systematic differences that arise from defining conflict in terms of rate or affective intensity

Divergent interpretations of the literature prompted a reconsideration of changes in parent-ad- olescent conflict using techniques that avoid difficul- ties inherent in the narrative review process Unin- tentional subjective judgments are inevitable in a narrative review because the process relies on the limited human capacity to assimilate summarize and interpret large amounts of disparate empirical data (Glass McGaw amp Smith 1981) Meta-analysis provides an objective quantitative procedure for syn- thesizing material treating findings from multiple studies as a single complex data set Hypotheses are evaluated by computing a common population effect based on effect size estimates from individual studies (Hedges amp Olkin 1985) Less frequently applied in developmental psychology than in other areas of psychology (Cooper amp Lemke 1991) meta-analysis offers several advantages over narrative review (Wolf 1986) (1) a systematic process to determine the inclusion of studies for review (2) an equivalent weighting of studies in the interpretation of findings (3) an objective metric for the interpretation of find- ings and (4) a means to consider moderating vari- ables to explain results

The present meta-analysis imposes order on an unwieldy set of results by specifying the direction and magnitude of change associated with clearly de- fined periods of adolescence Are there differences in parent-child conflict across adolescence as a function

of age or pubertal status Do changes follow a curvi- linear or linear trajectory Separate analyses summa- rize changes in parent-child conflict from early ado- lescence to late adolescence and from prepuberty to postpuberty Too few studies were available to con- sider changes associated with pubertal timing or changes associated with transitions from childhood to adolescence and from adolescence to adulthood The procedure also clarifies ambiguities in the litera- ture because it requires a reliable and objective defi- nition of conflict A widely accepted definition of con- flict was adopted that emphasizes behavioral opposition or overt disagreement (Shantz 1987) This definition sharpens distinctions between the fre-quency of conflict and the negative expression of emotion which permits separate analyses of each

In addition to identifying prevailing population effects the meta-analysis isolates factors that may be moderators of change in parent-adolescent conflict Previous narrative reviews (Collins amp Laursen 1992 Montemayor 1983) have drawn attention to three categories of potential moderators dyad composi- tion measurement procedures and source of infor- mation about conflict In the meta-analyses reported here possible moderators from each of these catego- ries are considered in turn With respect to the dyadic composition of the parent-child relationship analy- ses addressed the assertion that mother-daughter re- lationships are more contentious than other parent- adolescent relationships With respect to conflict met- ric or measurement procedure analyses examined the possibility that specific frequency measures re- veal more conflict than general rating scales With re- spect to the reporter serving as the source of the data the analyses ascertained whether children recount more conflict than parents Should there be signifi- cant changes in parent-adolescent conflict the strongest associations are expected in mother-daugh- ter relationships and in reports obtained from chil- dren or derived from frequency measures

METHOD

A three-step review process located studies to be in- cluded in the meta-analyses First computer and manual abstract searches identified research reports for further consideration Second studies that quali- fied for the meta-analyses were selected Third eligi- ble research reports were coded to determine effect size estimates as well as study and sample character- istics

Reviewing Abstracts

In the first phase three coders searched Psychologi-cal Abstracts for the years 1926 to 1973 and ERIC

PSYCHLIT and Dissertation Abstracts for the years 1974 to 1994 A search of word roots (ie adolesc argu conflict disagreefarnil and pubert) and key words (ie son daughter mother father child and parent) gener- ated more than 7000 abstracts representing at least 2500 independent research reports From these ab- stracts studies identified for further consideration met three criteria (1) available in English (2) describe original research and (3) address parent-adolescent conflict Of the 2500 independent abstracts identified from key words 350 qualified for the second stage of review

To assess interrater reliability three independent coders reviewed a total of 750 randomly selected ab- stracts Agreement on whether a study met the crite- ria for further consideration ranged from 90 to 97 (kappa = 83 to 92) Differences among coders were resolved through discussion

Reviewing Research Reports

In the second phase two coders considered the complete texts of the 350 research reports identified in the first phase Studies selected for the meta-analy- ses met three criteria (1) Conflict was a dyadic inter- personal event involving overt behavioral opposition (Shantz 19871 including quarrels disagreements and arguments Studies defining conflict as competi- tion aggression speech interruptions personality traits and intrapsychic events were excluded (Col- lins amp Laursen 1992 Laursen amp Collins 1994) (2) Measures of conflict were specific to exchanges be- tween 10- to 22-year-old adolescents and a parent Studies of global family discord that conflate marital or sibling conflict with parent-child conflict were ex- cluded (3) Parents and offspring represented non-clinical populations Of the 350 studies reviewed 53 qualified for the third stage of coding

To assess interrater reliability two independent coders reviewed a total of 70 randomly selected re- search reports Agreement on selecting a study for the meta-analyses was 93 (kappa = 36) Differ- ences were resolved through discussion

Coding Research Reports

In the third phase two coders reviewed the 53 re- search reports that met the selection criteria to clas- sify study and sample characteristics and to obtain effect size estimates Coders attempted to contact 19 principal investigators whose research reports lacked sufficient detail to either calculate effect sizes or cate- gorize the sample and method Of the 12 acknowl- edging the inquiry three provided the necessary in- formation All reports included in the meta-analyses

Laursen Coy and Collins 819

met two criteria (1) central characteristics of the study and sample could be ascertained including the number of participants the age or pubertal status of the adolescents and the type of conflict and (2) par-ent-child conflict effects could be estimated for con- trasts of at least two adolescent age or pubertal groups Of the 53 qualified research reports 37 were included in the meta-analyses

Table 1 describes the study and sample character- istics of these research reports It contains not a com- plete summary of each study but rather an overview of data contributed to the meta-analyses Selection and coding procedures may alter the form and ap- pearance of data from that presented in the original report In some studies missing cases (eg Lemp- ers amp Clark-Lempers 1992 Steinberg 1988) and attri- tion (eg Bulcroft 1991 Galambos amp Almeida 1992) limited the number of participants in the meta-analy- ses such that sample sizes differed from the pub- lished method In other studies specific subsamples were omitted from a report because more complete data from participants were available elsewhere (eg Smetana Yau Restrepo amp Braeges 1991)

To ensure that samples were represented only once in each meta-analysis investigations with the same participants and methods in multiple reports were identified In these instances the research re- port containing the largest number of participants was selected for the meta-analyses Data from re- search reports describing the same participants and different methods were combined An effect size from each method was calculated and converted to a standardized score using Fishers r to Z transforma-tion The average of these standardized scores was then converted back to an effect size In this manner five studies qualifying for the puberty meta-analyses were consolidated into two independent samples (1) findings from the Hill laboratory include data from participants in three research reports (Hill amp Holm-beck 1987 Holmbeck amp Hill 1991 Updegrove 1988) and (2) findings from the Steinberg laboratory in- clude data from participants in two research reports (Steinberg 1987 1988)

Two independent coders reviewed all 53 research reports Interrater reliability on whether a study met the inclusion criteria was 100 (kappa = 10)

Classification of Research Reports for Meta- Analyses

Two coders classified each research report on seven dimensions (1) age (or grade) and pubertal sta- tus of adolescent (2) sex of adolescent (3) family de- mographics (4) type of conflict (5) sampling tech- nique (6) source of data and (7) conflict metric

- -

Table 1 Study and Sample Characteristics of Reports Included in Parent-Adolescent Conflict Age and Puberty Meta-Analyses

Child Age Study Participants or Grade Child Sex

Age meta-analyiei Blase (1989) Male amp Female Block (1937) Male amp Female Carlton-Ford amp

Collins (1988) Male amp Female Connor Johann~i amp

Walters (1954) Female Flannery Monte-

mayor Eberl) Biebelhausen amp Morabeto (1991) Male amp Female

Furman amp Buhrme5-ter (1992) Male amp Female

Galamboq amp Alme~da ( 1992) Male amp Female

Greene amp Gr~mslev (1990) Male amp Female

Hagan Hollier OConnor amp Eisen-berg (1992) Male amp Female

Inoff-Germain et al (1988) Male amp Female

Johnstone (1975) Male amp Female Kahlbaugh (1992) Male amp Female Kahlbaugh

Lefkow~tzamp S~gman (1994) Male amp Female

Khatri Voegler amp Pandya (1993) Male amp Female

Laursen (1993) Male amp Female Lemperq amp Clark-

Lempers (1992) Male amp Female Noack (1993) Male amp Female Pap~nl Clark

Barnett amp Savage (1989) Male amp Female

Ralalu (1991) Male amp Female Schoenleber (1988) Male amp Female S ~ d h uamp Slngh (1987) Female Smetana (1989) Male amp Female Smetana (1991) Male amp Female Smetana amp Aqqu~t l~

(1994) Male amp Female Smetana Yau

Restrepo amp Braeges (1991) Male amp Female

W~erqon Armistead Forehand Thomai amp Fauber (1990) Male amp Female

W~erionamp Forehand (1992) Male amp Female

Puberty meta-analyses Anderson Hethering-

ton amp Clingempeel (1989) Male amp Female

Bulcroft (1991) Male Flannery Monte-

mayor Eberly amp Torquati (1993) Male amp Female

Sampling Technique

Cross-Sectional Cross-Sectional

Cross-Sectional

Retrospective

Cross-Sectional

Cross-Sectional

Longitudinal

Cross-Sectional

Longitudinal

Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sect~onal

Cross-Sectional amp Longitudinal

Longitudinal

Cross-Sectional

Source of Data

Child Child

Parent amp Child

Child

Parent amp Child

Child

Parent amp Child

Child

Parent Child amp Observer

Observer Child Parent amp Child

Parent amp Child

Child Child

Child Observer

Child Child Parent Child Parent amp Child Parent amp Child

Parent amp Child

Parent amp Child

Parent

Child

Parent Child amp Observer

Child

Parent amp Child

Conflict Metric

Rat~ng Frequency

Frequency amp Rating

Frequency

Frequency

Rating

Rating

Frequency

Rating

Rating Rating Frequency amp Rating

Frequency amp Rating

Rating Rating

Rating Frequency

Rating Frequency Rating Rating Frequency Rating

Rating

Rating

Frequency amp Rating

Frequency

Rating

Rating

Laursen Coy and Collins 821

Table 1 (Continued)

Study

Hill amp Holmbeck (1987)

Holmbeck amp Hill (1991)

Inoff-Germain et al (1988)

Montemayor Eberly amp Flannery (1993)

Noack (1993)

Papini et al (1989) Papini amp Sebby (1988) Steinberg (1987) Steinberg (1988) Updegrove (1988)

Child Age Sampling Source of Participants or Grade Child Sex Technique Data

Male amp Female Cross-Sectional Parent

Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer Male amp Female Cross-Sectional Observer

amp Longitudinal Male amp Female Cross-Sectional Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Longitudinal Parent amp Child

Conflict Metric

Frequency

Frequency

Rating

Frequency Frequency

Rating Rating Frequency amp Rating Frequency amp Rating FrequencyFemale Cross-Sectional Parent

Note Frequency = Frequency measure Rating = Rating scale

Interrater reliability for coding study and sample characteristics ranged from 92 to 100 (kappa = 87 to 10) Differences were resolved through discussion

A g e (or grade) and pubertal status A total of 24 re- ports included effect size estimates of comparisons across at least two adolescent age groups 10 de- scribed comparisons across at least two pubertal sta- tus groups and three included contrasts across at least two age and pubertal status groups Separate meta-analyses were conducted on studies of age and on studies of puberty

Of studies included in age meta-analyses 21 in- volved early adolescents (10- to 12-year-olds or fifth to seventh grades) 27 described mid-adolescents (13- to 16-year-olds or eighth to tenth grades) and 15 in- cluded late adolescents (17- to 22-year-olds or elev- enth grade to college undergraduate) Among the lat- ter four studies contained college students some or all participants lived at home with parents in two studies and information on living arrangements was unavailable for two other studies Small samples pre- cluded separate follow-up analyses of college partici- pants

Of the studies included in puberty meta-analyses five provided direct comparisons across prepuberty (no discernible pubertal development) mid-puberty (apex of pubertal development or onset within the past year) and postpuberty (onset of puberty more than 1 year ago) In addition to or in lieu of these direct contrasts eight studies reported findings of overall linear associations between puberty and par- ent-child conflict and 11 studies reported estimates

of overall curvilinear associations between these vari- ables Techniques to determine pubertal status varied widely across reports No studies of pubertal status included college students

Sex of adolesce7zt Among studies selected for age meta-analyses 25 included sons and daughters The two remaining studies were restricted to daughters Among studies in puberty meta-analyses 10 in- cluded sons and daughters two included daughters only and one included sons only

Family demograplzics A total of 16 studies included in age meta-analyses reported that the majority of participants were European American four reported that most participants were non-North American and seven lacked information to classify the sample Among studies in puberty meta-analyses 10 re- ported that the majority of participants were Euro- pean American one reported that most participants were non-North American and two lacked sufficient information to characterize the sample

With respect to family composition nine studies included in age meta-analyses reported that the ma- jority of participants were from intact families one indicated that most were from single-parent families one was divided among intact blended and single- parent families and 16 did not report family compo- sition Among studies in puberty meta-analyses nine reported that the majority of participants were from intact families one indicated that participants were divided among intact blended and single-parent families and three did not report family composition

822 Child Development

Socioeconomic status classifications revealed that in 10 studies included in age meta-analyses the ma- jority of participants were middle-class and that 17 studies did not report socioeconomic data Among studies in puberty meta-analyses six reported that the majority of participants were middle-class and seven did not report socioeconomic data

Separate analyses of parent-adolescent conflict as a function of family demographics could not be per- formed because most studies involved intact middle- class European American families

Type of conflict A total of 12 studies included in age meta-analyses described conflict rate (frequency or number of disagreements) five concerned conflict affect (emotional intensity of disagreements) and 10 involved conflict rate and conflict affect Of studies in puberty meta-analyses five described conflict rate four concerned conflict affect and four involved con- flict rate and conflict affect Conflict rate and conflict affect data were combined to produce a total conflict variable Some studies lacked data on all types of conflict so total conflict effect size estimates from these reports were the same as those available for conflict rate or conflict affect Separate effect sizes were converted to a standardized score using Fishers r to Z transformation The average of these stan- dardized scores was then converted back to an effect size

Sampling technique A total of 24 studies included in age meta-analyses were cross-sectional two were longitudinal and one was retrospective Of these 11 assayed conflict at more than one time period or for more than one sample within an age range produc- ing data that were later combined Separate effect sizes were calculated for each sample or age period and converted to a standardized score using Fishers r to Z transformation The average of these standard- ized scores was then converted back to an effect size Among studies in puberty meta-analyses nine were cross-sectional two were longitudinal and two were cross-sectional and longitudinal Of these seven as- sayed conflict at more than one time period or for more than one sample within a pubertal group pro- ducing data that were later combined Follow-up analyses of parent-child conflict as a function of sam- pling technique could not be performed because most studies were cross-sectional

Sotirce of data A total of 24 studies included in age meta-analyses were based on self-reports from ques- tionnaires or interviews two described observations and one involved self-reports and observations Self- reports were provided by children in 13 studies by

parents in two and by parents and children in 10 Among studies in puberty meta-analyses eight were based on self-reports four described observations and one involved self-reports and observations Self- reports were obtained from children in two studies from parents in two and from parents and children in five The small number of observational studies limited follow-up analyses to parent reports and child reports

Co~lflict metric Two types of conflict instruments were identified frequency measures and rating scales Frequency measures entailed a specific re- counting of all conflict events (eg Smetana 1989) or summed checklists either listing specific conflict issues (eg Issues Checklist Prinz Foster Kent amp OLeary 1979 Robin amp Foster 1984) or specific af- fective expressions (eg Conflict Behavior Question- naire Robin amp Foster 1989) Rating scales included Likert-style reports describing general impressions of conflict in a relationship (eg Network of Relation- ships Inventory Furman amp Buhrmester 1985) Alto- gether eight studies included in age meta-analyses were based on frequency measures 15 involved rat- ing scales and four contained frequency measures and rating scales Of this total three involved reports from multiple instruments that were later combined Separate effect sizes for each instrument were calcu- lated and converted to a standardized score using Fishers r to Z transformation The average of these standardized scores was then converted back to an effect size Among studies in puberty meta-analyses six were based on frequency measures five involved rating scales and two contained frequency measures and rating scales Of this total two involved reports from multiple instruments that were later combined

Statistical Analyses

Effect size estimates The Pearson product moment correlation r is the recommended index for describ- ing nonexperimental (ie correlational) data in a meta-analysis (Hedges amp Olkin 1985) Cohen (1992) suggests that correlational data be interpreted in terms of small (r = I) medium (r = 3) and large (r = 5) effects Effect size estimates of r were calcu- lated directly from means and standard deviations or indirectly from F t and x2 values (Schwarzer 1989) In the absence of data necessary to calculate r effect sizes were estimated as zero for unspecified results that did not reach statistical significance (Wolf 1986) Tables 2 and 3 present effect size estimates for each sample in the meta-analyses

In group contrasts r represents an association be-

Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Laursen Coy and Collins 831

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832 Child Development

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Steinberg L (1990) Autonomy conflict and harmony in

the family relationship In S S Feldman amp G R Elliott (Eds)A t tke threshold The developing adolescent (pp 255- 276) Cambridge MA Harvard University Press

Updegrove A L (1988)Figural developnzent and parent-child relations in early adolescent feniales Unpublished PhD thesis Virginia Commonwealth University

Wierson M Armistead L Forehand R Thomas A M amp Fauber R (1990) Parent-adolescent conflict and stress as a parent Are there differences between being a mother or a father lournal of Family Violence 5 187-197

Wierson M amp Forehand R (1992) Family stressors and adolescent functioning A consideration of models for early and middle adolescents Behavior Tkerapy 23671-688

Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

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Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

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Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

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Child Dexelopment June 1998 Volume 69 Number 3 Pages 817-832

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-Analysis

B r e t t L a u r s e n K a t h e r i n e C C o y a n d W A n d r e w C o l l i n s

A series of meta-analyses addresses whether and how parent-child conflict changes during adolescence and factors that moderate patterns of change The meta-analyses summarize results from studies of change in parent-child conflict as a function of either adolescent age or pubertal maturation Three types of parent- adolescent conflict are examined conflict rate conflict affect and total conflict (rate and affect combined) The results provide little support for the commonly held view that parent-child conflict rises and then falls across adolescence although conclusions regarding pubertal change as well as conflict affect are qualified by the limited number of studies available Two diverging sets of linear effects emerged one indicating a decline in conflict rate and total conflict with age and the other indicating an increase in conflict affect with both age and pubertal maturation In age meta-analyses conflict rate and total conflict decline from early adolescence to mid-adolescence and from mid-adolescence to late adolescence conflict affect increases from early adoles- cence to mid-adolescence Puberty meta-analyses revealed only a positive linear association between conflict affect and pubertal maturation Effect-size patterns varied little in follow-up analyses of potential moderating variables implying similarities in the direction (although not the magnitude) of conflict across parent-adoles- cent dyads reporters and measurement procedures

INTRODUCTION temporary perturbations instrumental to the trans-

The origins and developmental course of conflict in formation of parent-adolescent relationships (Bu- chanan Eccles amp Becker 1992 Collins 1990 Pai-

the normally nurturing relationships between par- koff amp Brooks-Gunn 1991 Silbereisen amp Krackeents and children are classic themes in theory and 1993 Steinberg 1990) In a widely cited narrative research on socialization (Maccoby 1992) Particular summary of research on the subject Montemayor attention has been given to the course of conflict dur-

(1983) described this curvilinear relation Conflict ing adolescence reflecting both impressions that par-

increases during early adolescence is reasonably sta- ent-child conflict is more common during adoles- ble during middle adolescence and declines when cence than during childhood and beliefs that effective

the adolescent moves away from the home (p 89) management of conflict promotes a successful transi- tion to adult roles and responsibilities (Hill 1988)

Some dispute the view of parent-adolescent per- turbation Margaret Mead (1928) suggested that the

Consequently much of the empirical research on par- course of parent-child conflict is an artifact of culture

ent-adolescent conflict is designed to provide a better and circumstances a theme echoed in Albert Ban- understanding of processes that foster continuity of duras (1964) critique of the fiction of adolescent parental influences and that minimize the disruption turmoil Others concluded that reports of parent- of these influences The present study advances this child conflict vary with social and historical context goal by delineating descriptive detail about alterations

early research may have exaggerated conflict during in key aspects of parent-child relationships across ado-

adolescence because participants and investigators lescence A series of meta-analyses summarizes

conformed to prevailing stereotypes of turmoil and changes in parent-child conflict rate and affect as a

strife (Gecas amp Seff 1990) Our own narrative reviews function of adolescent age and pubertal maturation determined that previous findings provide little con-

A time-honored contention of theoretical and pop- sistent evidence of change in parent-adolescent con-

ular perspectives holds that expressions of parent- flict as a function of either age or pubertal maturation child conflict follow an inverted U-shaped function (Collins amp Laursen 1992 Laursen amp Collins 1994) that peaks during adolescence Early theorists such Why is there persistent disagreement over thisas Sigmund Freud (19051962) and G Stanley Hall fundamental aspect of parent-adolescent relation-(1904) regarded turbulent relations with parents as ships Conceptual ambiguity is responsible for some an unfortunate but inevitable by-product of adoles- of the confusion The assertion that parent-child con- cent maturation Contemporary narrative reviews of the empirical literature have moved de- I998 by the Society for Research in Child Development Inc pictions of storm and stress to describe a period of 411 rlghts reserved 0009-3920986903-002050100

818 Child Development

flict crests during adolescence encompasses a range of possibilities For example conflict may increase with the onset of puberty and then decline following the apex of maturational changes Conflict may in- crease between childhood and early adolescence after which it may decline immediately or plateau through mid-adolescence before declining in late ad- olescence alternatively conflict may increase be- tween early adolescence and mid-adolescence and then decline thereafter Age and puberty may interact such that changes in parent-child conflict are exacer- bated for those maturing off-time relative to peers Narrative reviews rarely distinguish among these and other alternative explanations leaving the exact nature of changes open to debate Another source of disagreement is the tendency of different scholars to focus on different aspects of conflict Hinde (1979) convincingly argued that to understand the signifi- cance of an interaction it is necessary to consider qualitative aspects such as affective tenor apart from quantitative features such as frequency Yet narra- tive reviews typically lump together all studies that address parent-adolescent disagreement or discord with little attention given to systematic differences that arise from defining conflict in terms of rate or affective intensity

Divergent interpretations of the literature prompted a reconsideration of changes in parent-ad- olescent conflict using techniques that avoid difficul- ties inherent in the narrative review process Unin- tentional subjective judgments are inevitable in a narrative review because the process relies on the limited human capacity to assimilate summarize and interpret large amounts of disparate empirical data (Glass McGaw amp Smith 1981) Meta-analysis provides an objective quantitative procedure for syn- thesizing material treating findings from multiple studies as a single complex data set Hypotheses are evaluated by computing a common population effect based on effect size estimates from individual studies (Hedges amp Olkin 1985) Less frequently applied in developmental psychology than in other areas of psychology (Cooper amp Lemke 1991) meta-analysis offers several advantages over narrative review (Wolf 1986) (1) a systematic process to determine the inclusion of studies for review (2) an equivalent weighting of studies in the interpretation of findings (3) an objective metric for the interpretation of find- ings and (4) a means to consider moderating vari- ables to explain results

The present meta-analysis imposes order on an unwieldy set of results by specifying the direction and magnitude of change associated with clearly de- fined periods of adolescence Are there differences in parent-child conflict across adolescence as a function

of age or pubertal status Do changes follow a curvi- linear or linear trajectory Separate analyses summa- rize changes in parent-child conflict from early ado- lescence to late adolescence and from prepuberty to postpuberty Too few studies were available to con- sider changes associated with pubertal timing or changes associated with transitions from childhood to adolescence and from adolescence to adulthood The procedure also clarifies ambiguities in the litera- ture because it requires a reliable and objective defi- nition of conflict A widely accepted definition of con- flict was adopted that emphasizes behavioral opposition or overt disagreement (Shantz 1987) This definition sharpens distinctions between the fre-quency of conflict and the negative expression of emotion which permits separate analyses of each

In addition to identifying prevailing population effects the meta-analysis isolates factors that may be moderators of change in parent-adolescent conflict Previous narrative reviews (Collins amp Laursen 1992 Montemayor 1983) have drawn attention to three categories of potential moderators dyad composi- tion measurement procedures and source of infor- mation about conflict In the meta-analyses reported here possible moderators from each of these catego- ries are considered in turn With respect to the dyadic composition of the parent-child relationship analy- ses addressed the assertion that mother-daughter re- lationships are more contentious than other parent- adolescent relationships With respect to conflict met- ric or measurement procedure analyses examined the possibility that specific frequency measures re- veal more conflict than general rating scales With re- spect to the reporter serving as the source of the data the analyses ascertained whether children recount more conflict than parents Should there be signifi- cant changes in parent-adolescent conflict the strongest associations are expected in mother-daugh- ter relationships and in reports obtained from chil- dren or derived from frequency measures

METHOD

A three-step review process located studies to be in- cluded in the meta-analyses First computer and manual abstract searches identified research reports for further consideration Second studies that quali- fied for the meta-analyses were selected Third eligi- ble research reports were coded to determine effect size estimates as well as study and sample character- istics

Reviewing Abstracts

In the first phase three coders searched Psychologi-cal Abstracts for the years 1926 to 1973 and ERIC

PSYCHLIT and Dissertation Abstracts for the years 1974 to 1994 A search of word roots (ie adolesc argu conflict disagreefarnil and pubert) and key words (ie son daughter mother father child and parent) gener- ated more than 7000 abstracts representing at least 2500 independent research reports From these ab- stracts studies identified for further consideration met three criteria (1) available in English (2) describe original research and (3) address parent-adolescent conflict Of the 2500 independent abstracts identified from key words 350 qualified for the second stage of review

To assess interrater reliability three independent coders reviewed a total of 750 randomly selected ab- stracts Agreement on whether a study met the crite- ria for further consideration ranged from 90 to 97 (kappa = 83 to 92) Differences among coders were resolved through discussion

Reviewing Research Reports

In the second phase two coders considered the complete texts of the 350 research reports identified in the first phase Studies selected for the meta-analy- ses met three criteria (1) Conflict was a dyadic inter- personal event involving overt behavioral opposition (Shantz 19871 including quarrels disagreements and arguments Studies defining conflict as competi- tion aggression speech interruptions personality traits and intrapsychic events were excluded (Col- lins amp Laursen 1992 Laursen amp Collins 1994) (2) Measures of conflict were specific to exchanges be- tween 10- to 22-year-old adolescents and a parent Studies of global family discord that conflate marital or sibling conflict with parent-child conflict were ex- cluded (3) Parents and offspring represented non-clinical populations Of the 350 studies reviewed 53 qualified for the third stage of coding

To assess interrater reliability two independent coders reviewed a total of 70 randomly selected re- search reports Agreement on selecting a study for the meta-analyses was 93 (kappa = 36) Differ- ences were resolved through discussion

Coding Research Reports

In the third phase two coders reviewed the 53 re- search reports that met the selection criteria to clas- sify study and sample characteristics and to obtain effect size estimates Coders attempted to contact 19 principal investigators whose research reports lacked sufficient detail to either calculate effect sizes or cate- gorize the sample and method Of the 12 acknowl- edging the inquiry three provided the necessary in- formation All reports included in the meta-analyses

Laursen Coy and Collins 819

met two criteria (1) central characteristics of the study and sample could be ascertained including the number of participants the age or pubertal status of the adolescents and the type of conflict and (2) par-ent-child conflict effects could be estimated for con- trasts of at least two adolescent age or pubertal groups Of the 53 qualified research reports 37 were included in the meta-analyses

Table 1 describes the study and sample character- istics of these research reports It contains not a com- plete summary of each study but rather an overview of data contributed to the meta-analyses Selection and coding procedures may alter the form and ap- pearance of data from that presented in the original report In some studies missing cases (eg Lemp- ers amp Clark-Lempers 1992 Steinberg 1988) and attri- tion (eg Bulcroft 1991 Galambos amp Almeida 1992) limited the number of participants in the meta-analy- ses such that sample sizes differed from the pub- lished method In other studies specific subsamples were omitted from a report because more complete data from participants were available elsewhere (eg Smetana Yau Restrepo amp Braeges 1991)

To ensure that samples were represented only once in each meta-analysis investigations with the same participants and methods in multiple reports were identified In these instances the research re- port containing the largest number of participants was selected for the meta-analyses Data from re- search reports describing the same participants and different methods were combined An effect size from each method was calculated and converted to a standardized score using Fishers r to Z transforma-tion The average of these standardized scores was then converted back to an effect size In this manner five studies qualifying for the puberty meta-analyses were consolidated into two independent samples (1) findings from the Hill laboratory include data from participants in three research reports (Hill amp Holm-beck 1987 Holmbeck amp Hill 1991 Updegrove 1988) and (2) findings from the Steinberg laboratory in- clude data from participants in two research reports (Steinberg 1987 1988)

Two independent coders reviewed all 53 research reports Interrater reliability on whether a study met the inclusion criteria was 100 (kappa = 10)

Classification of Research Reports for Meta- Analyses

Two coders classified each research report on seven dimensions (1) age (or grade) and pubertal sta- tus of adolescent (2) sex of adolescent (3) family de- mographics (4) type of conflict (5) sampling tech- nique (6) source of data and (7) conflict metric

- -

Table 1 Study and Sample Characteristics of Reports Included in Parent-Adolescent Conflict Age and Puberty Meta-Analyses

Child Age Study Participants or Grade Child Sex

Age meta-analyiei Blase (1989) Male amp Female Block (1937) Male amp Female Carlton-Ford amp

Collins (1988) Male amp Female Connor Johann~i amp

Walters (1954) Female Flannery Monte-

mayor Eberl) Biebelhausen amp Morabeto (1991) Male amp Female

Furman amp Buhrme5-ter (1992) Male amp Female

Galamboq amp Alme~da ( 1992) Male amp Female

Greene amp Gr~mslev (1990) Male amp Female

Hagan Hollier OConnor amp Eisen-berg (1992) Male amp Female

Inoff-Germain et al (1988) Male amp Female

Johnstone (1975) Male amp Female Kahlbaugh (1992) Male amp Female Kahlbaugh

Lefkow~tzamp S~gman (1994) Male amp Female

Khatri Voegler amp Pandya (1993) Male amp Female

Laursen (1993) Male amp Female Lemperq amp Clark-

Lempers (1992) Male amp Female Noack (1993) Male amp Female Pap~nl Clark

Barnett amp Savage (1989) Male amp Female

Ralalu (1991) Male amp Female Schoenleber (1988) Male amp Female S ~ d h uamp Slngh (1987) Female Smetana (1989) Male amp Female Smetana (1991) Male amp Female Smetana amp Aqqu~t l~

(1994) Male amp Female Smetana Yau

Restrepo amp Braeges (1991) Male amp Female

W~erqon Armistead Forehand Thomai amp Fauber (1990) Male amp Female

W~erionamp Forehand (1992) Male amp Female

Puberty meta-analyses Anderson Hethering-

ton amp Clingempeel (1989) Male amp Female

Bulcroft (1991) Male Flannery Monte-

mayor Eberly amp Torquati (1993) Male amp Female

Sampling Technique

Cross-Sectional Cross-Sectional

Cross-Sectional

Retrospective

Cross-Sectional

Cross-Sectional

Longitudinal

Cross-Sectional

Longitudinal

Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sect~onal

Cross-Sectional amp Longitudinal

Longitudinal

Cross-Sectional

Source of Data

Child Child

Parent amp Child

Child

Parent amp Child

Child

Parent amp Child

Child

Parent Child amp Observer

Observer Child Parent amp Child

Parent amp Child

Child Child

Child Observer

Child Child Parent Child Parent amp Child Parent amp Child

Parent amp Child

Parent amp Child

Parent

Child

Parent Child amp Observer

Child

Parent amp Child

Conflict Metric

Rat~ng Frequency

Frequency amp Rating

Frequency

Frequency

Rating

Rating

Frequency

Rating

Rating Rating Frequency amp Rating

Frequency amp Rating

Rating Rating

Rating Frequency

Rating Frequency Rating Rating Frequency Rating

Rating

Rating

Frequency amp Rating

Frequency

Rating

Rating

Laursen Coy and Collins 821

Table 1 (Continued)

Study

Hill amp Holmbeck (1987)

Holmbeck amp Hill (1991)

Inoff-Germain et al (1988)

Montemayor Eberly amp Flannery (1993)

Noack (1993)

Papini et al (1989) Papini amp Sebby (1988) Steinberg (1987) Steinberg (1988) Updegrove (1988)

Child Age Sampling Source of Participants or Grade Child Sex Technique Data

Male amp Female Cross-Sectional Parent

Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer Male amp Female Cross-Sectional Observer

amp Longitudinal Male amp Female Cross-Sectional Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Longitudinal Parent amp Child

Conflict Metric

Frequency

Frequency

Rating

Frequency Frequency

Rating Rating Frequency amp Rating Frequency amp Rating FrequencyFemale Cross-Sectional Parent

Note Frequency = Frequency measure Rating = Rating scale

Interrater reliability for coding study and sample characteristics ranged from 92 to 100 (kappa = 87 to 10) Differences were resolved through discussion

A g e (or grade) and pubertal status A total of 24 re- ports included effect size estimates of comparisons across at least two adolescent age groups 10 de- scribed comparisons across at least two pubertal sta- tus groups and three included contrasts across at least two age and pubertal status groups Separate meta-analyses were conducted on studies of age and on studies of puberty

Of studies included in age meta-analyses 21 in- volved early adolescents (10- to 12-year-olds or fifth to seventh grades) 27 described mid-adolescents (13- to 16-year-olds or eighth to tenth grades) and 15 in- cluded late adolescents (17- to 22-year-olds or elev- enth grade to college undergraduate) Among the lat- ter four studies contained college students some or all participants lived at home with parents in two studies and information on living arrangements was unavailable for two other studies Small samples pre- cluded separate follow-up analyses of college partici- pants

Of the studies included in puberty meta-analyses five provided direct comparisons across prepuberty (no discernible pubertal development) mid-puberty (apex of pubertal development or onset within the past year) and postpuberty (onset of puberty more than 1 year ago) In addition to or in lieu of these direct contrasts eight studies reported findings of overall linear associations between puberty and par- ent-child conflict and 11 studies reported estimates

of overall curvilinear associations between these vari- ables Techniques to determine pubertal status varied widely across reports No studies of pubertal status included college students

Sex of adolesce7zt Among studies selected for age meta-analyses 25 included sons and daughters The two remaining studies were restricted to daughters Among studies in puberty meta-analyses 10 in- cluded sons and daughters two included daughters only and one included sons only

Family demograplzics A total of 16 studies included in age meta-analyses reported that the majority of participants were European American four reported that most participants were non-North American and seven lacked information to classify the sample Among studies in puberty meta-analyses 10 re- ported that the majority of participants were Euro- pean American one reported that most participants were non-North American and two lacked sufficient information to characterize the sample

With respect to family composition nine studies included in age meta-analyses reported that the ma- jority of participants were from intact families one indicated that most were from single-parent families one was divided among intact blended and single- parent families and 16 did not report family compo- sition Among studies in puberty meta-analyses nine reported that the majority of participants were from intact families one indicated that participants were divided among intact blended and single-parent families and three did not report family composition

822 Child Development

Socioeconomic status classifications revealed that in 10 studies included in age meta-analyses the ma- jority of participants were middle-class and that 17 studies did not report socioeconomic data Among studies in puberty meta-analyses six reported that the majority of participants were middle-class and seven did not report socioeconomic data

Separate analyses of parent-adolescent conflict as a function of family demographics could not be per- formed because most studies involved intact middle- class European American families

Type of conflict A total of 12 studies included in age meta-analyses described conflict rate (frequency or number of disagreements) five concerned conflict affect (emotional intensity of disagreements) and 10 involved conflict rate and conflict affect Of studies in puberty meta-analyses five described conflict rate four concerned conflict affect and four involved con- flict rate and conflict affect Conflict rate and conflict affect data were combined to produce a total conflict variable Some studies lacked data on all types of conflict so total conflict effect size estimates from these reports were the same as those available for conflict rate or conflict affect Separate effect sizes were converted to a standardized score using Fishers r to Z transformation The average of these stan- dardized scores was then converted back to an effect size

Sampling technique A total of 24 studies included in age meta-analyses were cross-sectional two were longitudinal and one was retrospective Of these 11 assayed conflict at more than one time period or for more than one sample within an age range produc- ing data that were later combined Separate effect sizes were calculated for each sample or age period and converted to a standardized score using Fishers r to Z transformation The average of these standard- ized scores was then converted back to an effect size Among studies in puberty meta-analyses nine were cross-sectional two were longitudinal and two were cross-sectional and longitudinal Of these seven as- sayed conflict at more than one time period or for more than one sample within a pubertal group pro- ducing data that were later combined Follow-up analyses of parent-child conflict as a function of sam- pling technique could not be performed because most studies were cross-sectional

Sotirce of data A total of 24 studies included in age meta-analyses were based on self-reports from ques- tionnaires or interviews two described observations and one involved self-reports and observations Self- reports were provided by children in 13 studies by

parents in two and by parents and children in 10 Among studies in puberty meta-analyses eight were based on self-reports four described observations and one involved self-reports and observations Self- reports were obtained from children in two studies from parents in two and from parents and children in five The small number of observational studies limited follow-up analyses to parent reports and child reports

Co~lflict metric Two types of conflict instruments were identified frequency measures and rating scales Frequency measures entailed a specific re- counting of all conflict events (eg Smetana 1989) or summed checklists either listing specific conflict issues (eg Issues Checklist Prinz Foster Kent amp OLeary 1979 Robin amp Foster 1984) or specific af- fective expressions (eg Conflict Behavior Question- naire Robin amp Foster 1989) Rating scales included Likert-style reports describing general impressions of conflict in a relationship (eg Network of Relation- ships Inventory Furman amp Buhrmester 1985) Alto- gether eight studies included in age meta-analyses were based on frequency measures 15 involved rat- ing scales and four contained frequency measures and rating scales Of this total three involved reports from multiple instruments that were later combined Separate effect sizes for each instrument were calcu- lated and converted to a standardized score using Fishers r to Z transformation The average of these standardized scores was then converted back to an effect size Among studies in puberty meta-analyses six were based on frequency measures five involved rating scales and two contained frequency measures and rating scales Of this total two involved reports from multiple instruments that were later combined

Statistical Analyses

Effect size estimates The Pearson product moment correlation r is the recommended index for describ- ing nonexperimental (ie correlational) data in a meta-analysis (Hedges amp Olkin 1985) Cohen (1992) suggests that correlational data be interpreted in terms of small (r = I) medium (r = 3) and large (r = 5) effects Effect size estimates of r were calcu- lated directly from means and standard deviations or indirectly from F t and x2 values (Schwarzer 1989) In the absence of data necessary to calculate r effect sizes were estimated as zero for unspecified results that did not reach statistical significance (Wolf 1986) Tables 2 and 3 present effect size estimates for each sample in the meta-analyses

In group contrasts r represents an association be-

Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Laursen Coy and Collins 831

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Savin-Williams R C amp Small S A (1986) The timing of puberty and its relationship to adolescent and parent perceptions of family interactions Developmental Psy- chology 22 342-347

Schoenleber K L (1988) Parental perceptions and empecta- tions and their relationship to parent-child coizf7ict aizd pareti- tal satisfactioti during tlie traizsitioiz to adolescence Unpub-lished PhD thesis University of Minnesota

Schwarzer R (1989) Meta-atialysis programs Berlin Freie University of Berlin

Shantz C U (1987) Conflict between children Child Devel- opment 58 283-305

Sidhu K amp Singh M B (1987) A study of mother-daugh- ter conflicts as perceived by adolescents lndian Psycko- logical Rezliez~l 32(2) 23-29

Silbereisen R K amp Kracke B (1993) Variation in matura- tional timing and adjustment in adolescence In S Jack- son amp H Rodriguez-Tome (Eds) Adolesceizce aizd its so- cial iilorlds (pp 67-94) Hove England Erlbaum

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832 Child Development

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Steinberg L (1987) Impact of puberty on family relations Effects of pubertal status and pubertal timing Develop-mental Psyckology 23 451-460

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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818 Child Development

flict crests during adolescence encompasses a range of possibilities For example conflict may increase with the onset of puberty and then decline following the apex of maturational changes Conflict may in- crease between childhood and early adolescence after which it may decline immediately or plateau through mid-adolescence before declining in late ad- olescence alternatively conflict may increase be- tween early adolescence and mid-adolescence and then decline thereafter Age and puberty may interact such that changes in parent-child conflict are exacer- bated for those maturing off-time relative to peers Narrative reviews rarely distinguish among these and other alternative explanations leaving the exact nature of changes open to debate Another source of disagreement is the tendency of different scholars to focus on different aspects of conflict Hinde (1979) convincingly argued that to understand the signifi- cance of an interaction it is necessary to consider qualitative aspects such as affective tenor apart from quantitative features such as frequency Yet narra- tive reviews typically lump together all studies that address parent-adolescent disagreement or discord with little attention given to systematic differences that arise from defining conflict in terms of rate or affective intensity

Divergent interpretations of the literature prompted a reconsideration of changes in parent-ad- olescent conflict using techniques that avoid difficul- ties inherent in the narrative review process Unin- tentional subjective judgments are inevitable in a narrative review because the process relies on the limited human capacity to assimilate summarize and interpret large amounts of disparate empirical data (Glass McGaw amp Smith 1981) Meta-analysis provides an objective quantitative procedure for syn- thesizing material treating findings from multiple studies as a single complex data set Hypotheses are evaluated by computing a common population effect based on effect size estimates from individual studies (Hedges amp Olkin 1985) Less frequently applied in developmental psychology than in other areas of psychology (Cooper amp Lemke 1991) meta-analysis offers several advantages over narrative review (Wolf 1986) (1) a systematic process to determine the inclusion of studies for review (2) an equivalent weighting of studies in the interpretation of findings (3) an objective metric for the interpretation of find- ings and (4) a means to consider moderating vari- ables to explain results

The present meta-analysis imposes order on an unwieldy set of results by specifying the direction and magnitude of change associated with clearly de- fined periods of adolescence Are there differences in parent-child conflict across adolescence as a function

of age or pubertal status Do changes follow a curvi- linear or linear trajectory Separate analyses summa- rize changes in parent-child conflict from early ado- lescence to late adolescence and from prepuberty to postpuberty Too few studies were available to con- sider changes associated with pubertal timing or changes associated with transitions from childhood to adolescence and from adolescence to adulthood The procedure also clarifies ambiguities in the litera- ture because it requires a reliable and objective defi- nition of conflict A widely accepted definition of con- flict was adopted that emphasizes behavioral opposition or overt disagreement (Shantz 1987) This definition sharpens distinctions between the fre-quency of conflict and the negative expression of emotion which permits separate analyses of each

In addition to identifying prevailing population effects the meta-analysis isolates factors that may be moderators of change in parent-adolescent conflict Previous narrative reviews (Collins amp Laursen 1992 Montemayor 1983) have drawn attention to three categories of potential moderators dyad composi- tion measurement procedures and source of infor- mation about conflict In the meta-analyses reported here possible moderators from each of these catego- ries are considered in turn With respect to the dyadic composition of the parent-child relationship analy- ses addressed the assertion that mother-daughter re- lationships are more contentious than other parent- adolescent relationships With respect to conflict met- ric or measurement procedure analyses examined the possibility that specific frequency measures re- veal more conflict than general rating scales With re- spect to the reporter serving as the source of the data the analyses ascertained whether children recount more conflict than parents Should there be signifi- cant changes in parent-adolescent conflict the strongest associations are expected in mother-daugh- ter relationships and in reports obtained from chil- dren or derived from frequency measures

METHOD

A three-step review process located studies to be in- cluded in the meta-analyses First computer and manual abstract searches identified research reports for further consideration Second studies that quali- fied for the meta-analyses were selected Third eligi- ble research reports were coded to determine effect size estimates as well as study and sample character- istics

Reviewing Abstracts

In the first phase three coders searched Psychologi-cal Abstracts for the years 1926 to 1973 and ERIC

PSYCHLIT and Dissertation Abstracts for the years 1974 to 1994 A search of word roots (ie adolesc argu conflict disagreefarnil and pubert) and key words (ie son daughter mother father child and parent) gener- ated more than 7000 abstracts representing at least 2500 independent research reports From these ab- stracts studies identified for further consideration met three criteria (1) available in English (2) describe original research and (3) address parent-adolescent conflict Of the 2500 independent abstracts identified from key words 350 qualified for the second stage of review

To assess interrater reliability three independent coders reviewed a total of 750 randomly selected ab- stracts Agreement on whether a study met the crite- ria for further consideration ranged from 90 to 97 (kappa = 83 to 92) Differences among coders were resolved through discussion

Reviewing Research Reports

In the second phase two coders considered the complete texts of the 350 research reports identified in the first phase Studies selected for the meta-analy- ses met three criteria (1) Conflict was a dyadic inter- personal event involving overt behavioral opposition (Shantz 19871 including quarrels disagreements and arguments Studies defining conflict as competi- tion aggression speech interruptions personality traits and intrapsychic events were excluded (Col- lins amp Laursen 1992 Laursen amp Collins 1994) (2) Measures of conflict were specific to exchanges be- tween 10- to 22-year-old adolescents and a parent Studies of global family discord that conflate marital or sibling conflict with parent-child conflict were ex- cluded (3) Parents and offspring represented non-clinical populations Of the 350 studies reviewed 53 qualified for the third stage of coding

To assess interrater reliability two independent coders reviewed a total of 70 randomly selected re- search reports Agreement on selecting a study for the meta-analyses was 93 (kappa = 36) Differ- ences were resolved through discussion

Coding Research Reports

In the third phase two coders reviewed the 53 re- search reports that met the selection criteria to clas- sify study and sample characteristics and to obtain effect size estimates Coders attempted to contact 19 principal investigators whose research reports lacked sufficient detail to either calculate effect sizes or cate- gorize the sample and method Of the 12 acknowl- edging the inquiry three provided the necessary in- formation All reports included in the meta-analyses

Laursen Coy and Collins 819

met two criteria (1) central characteristics of the study and sample could be ascertained including the number of participants the age or pubertal status of the adolescents and the type of conflict and (2) par-ent-child conflict effects could be estimated for con- trasts of at least two adolescent age or pubertal groups Of the 53 qualified research reports 37 were included in the meta-analyses

Table 1 describes the study and sample character- istics of these research reports It contains not a com- plete summary of each study but rather an overview of data contributed to the meta-analyses Selection and coding procedures may alter the form and ap- pearance of data from that presented in the original report In some studies missing cases (eg Lemp- ers amp Clark-Lempers 1992 Steinberg 1988) and attri- tion (eg Bulcroft 1991 Galambos amp Almeida 1992) limited the number of participants in the meta-analy- ses such that sample sizes differed from the pub- lished method In other studies specific subsamples were omitted from a report because more complete data from participants were available elsewhere (eg Smetana Yau Restrepo amp Braeges 1991)

To ensure that samples were represented only once in each meta-analysis investigations with the same participants and methods in multiple reports were identified In these instances the research re- port containing the largest number of participants was selected for the meta-analyses Data from re- search reports describing the same participants and different methods were combined An effect size from each method was calculated and converted to a standardized score using Fishers r to Z transforma-tion The average of these standardized scores was then converted back to an effect size In this manner five studies qualifying for the puberty meta-analyses were consolidated into two independent samples (1) findings from the Hill laboratory include data from participants in three research reports (Hill amp Holm-beck 1987 Holmbeck amp Hill 1991 Updegrove 1988) and (2) findings from the Steinberg laboratory in- clude data from participants in two research reports (Steinberg 1987 1988)

Two independent coders reviewed all 53 research reports Interrater reliability on whether a study met the inclusion criteria was 100 (kappa = 10)

Classification of Research Reports for Meta- Analyses

Two coders classified each research report on seven dimensions (1) age (or grade) and pubertal sta- tus of adolescent (2) sex of adolescent (3) family de- mographics (4) type of conflict (5) sampling tech- nique (6) source of data and (7) conflict metric

- -

Table 1 Study and Sample Characteristics of Reports Included in Parent-Adolescent Conflict Age and Puberty Meta-Analyses

Child Age Study Participants or Grade Child Sex

Age meta-analyiei Blase (1989) Male amp Female Block (1937) Male amp Female Carlton-Ford amp

Collins (1988) Male amp Female Connor Johann~i amp

Walters (1954) Female Flannery Monte-

mayor Eberl) Biebelhausen amp Morabeto (1991) Male amp Female

Furman amp Buhrme5-ter (1992) Male amp Female

Galamboq amp Alme~da ( 1992) Male amp Female

Greene amp Gr~mslev (1990) Male amp Female

Hagan Hollier OConnor amp Eisen-berg (1992) Male amp Female

Inoff-Germain et al (1988) Male amp Female

Johnstone (1975) Male amp Female Kahlbaugh (1992) Male amp Female Kahlbaugh

Lefkow~tzamp S~gman (1994) Male amp Female

Khatri Voegler amp Pandya (1993) Male amp Female

Laursen (1993) Male amp Female Lemperq amp Clark-

Lempers (1992) Male amp Female Noack (1993) Male amp Female Pap~nl Clark

Barnett amp Savage (1989) Male amp Female

Ralalu (1991) Male amp Female Schoenleber (1988) Male amp Female S ~ d h uamp Slngh (1987) Female Smetana (1989) Male amp Female Smetana (1991) Male amp Female Smetana amp Aqqu~t l~

(1994) Male amp Female Smetana Yau

Restrepo amp Braeges (1991) Male amp Female

W~erqon Armistead Forehand Thomai amp Fauber (1990) Male amp Female

W~erionamp Forehand (1992) Male amp Female

Puberty meta-analyses Anderson Hethering-

ton amp Clingempeel (1989) Male amp Female

Bulcroft (1991) Male Flannery Monte-

mayor Eberly amp Torquati (1993) Male amp Female

Sampling Technique

Cross-Sectional Cross-Sectional

Cross-Sectional

Retrospective

Cross-Sectional

Cross-Sectional

Longitudinal

Cross-Sectional

Longitudinal

Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sect~onal

Cross-Sectional amp Longitudinal

Longitudinal

Cross-Sectional

Source of Data

Child Child

Parent amp Child

Child

Parent amp Child

Child

Parent amp Child

Child

Parent Child amp Observer

Observer Child Parent amp Child

Parent amp Child

Child Child

Child Observer

Child Child Parent Child Parent amp Child Parent amp Child

Parent amp Child

Parent amp Child

Parent

Child

Parent Child amp Observer

Child

Parent amp Child

Conflict Metric

Rat~ng Frequency

Frequency amp Rating

Frequency

Frequency

Rating

Rating

Frequency

Rating

Rating Rating Frequency amp Rating

Frequency amp Rating

Rating Rating

Rating Frequency

Rating Frequency Rating Rating Frequency Rating

Rating

Rating

Frequency amp Rating

Frequency

Rating

Rating

Laursen Coy and Collins 821

Table 1 (Continued)

Study

Hill amp Holmbeck (1987)

Holmbeck amp Hill (1991)

Inoff-Germain et al (1988)

Montemayor Eberly amp Flannery (1993)

Noack (1993)

Papini et al (1989) Papini amp Sebby (1988) Steinberg (1987) Steinberg (1988) Updegrove (1988)

Child Age Sampling Source of Participants or Grade Child Sex Technique Data

Male amp Female Cross-Sectional Parent

Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer Male amp Female Cross-Sectional Observer

amp Longitudinal Male amp Female Cross-Sectional Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Longitudinal Parent amp Child

Conflict Metric

Frequency

Frequency

Rating

Frequency Frequency

Rating Rating Frequency amp Rating Frequency amp Rating FrequencyFemale Cross-Sectional Parent

Note Frequency = Frequency measure Rating = Rating scale

Interrater reliability for coding study and sample characteristics ranged from 92 to 100 (kappa = 87 to 10) Differences were resolved through discussion

A g e (or grade) and pubertal status A total of 24 re- ports included effect size estimates of comparisons across at least two adolescent age groups 10 de- scribed comparisons across at least two pubertal sta- tus groups and three included contrasts across at least two age and pubertal status groups Separate meta-analyses were conducted on studies of age and on studies of puberty

Of studies included in age meta-analyses 21 in- volved early adolescents (10- to 12-year-olds or fifth to seventh grades) 27 described mid-adolescents (13- to 16-year-olds or eighth to tenth grades) and 15 in- cluded late adolescents (17- to 22-year-olds or elev- enth grade to college undergraduate) Among the lat- ter four studies contained college students some or all participants lived at home with parents in two studies and information on living arrangements was unavailable for two other studies Small samples pre- cluded separate follow-up analyses of college partici- pants

Of the studies included in puberty meta-analyses five provided direct comparisons across prepuberty (no discernible pubertal development) mid-puberty (apex of pubertal development or onset within the past year) and postpuberty (onset of puberty more than 1 year ago) In addition to or in lieu of these direct contrasts eight studies reported findings of overall linear associations between puberty and par- ent-child conflict and 11 studies reported estimates

of overall curvilinear associations between these vari- ables Techniques to determine pubertal status varied widely across reports No studies of pubertal status included college students

Sex of adolesce7zt Among studies selected for age meta-analyses 25 included sons and daughters The two remaining studies were restricted to daughters Among studies in puberty meta-analyses 10 in- cluded sons and daughters two included daughters only and one included sons only

Family demograplzics A total of 16 studies included in age meta-analyses reported that the majority of participants were European American four reported that most participants were non-North American and seven lacked information to classify the sample Among studies in puberty meta-analyses 10 re- ported that the majority of participants were Euro- pean American one reported that most participants were non-North American and two lacked sufficient information to characterize the sample

With respect to family composition nine studies included in age meta-analyses reported that the ma- jority of participants were from intact families one indicated that most were from single-parent families one was divided among intact blended and single- parent families and 16 did not report family compo- sition Among studies in puberty meta-analyses nine reported that the majority of participants were from intact families one indicated that participants were divided among intact blended and single-parent families and three did not report family composition

822 Child Development

Socioeconomic status classifications revealed that in 10 studies included in age meta-analyses the ma- jority of participants were middle-class and that 17 studies did not report socioeconomic data Among studies in puberty meta-analyses six reported that the majority of participants were middle-class and seven did not report socioeconomic data

Separate analyses of parent-adolescent conflict as a function of family demographics could not be per- formed because most studies involved intact middle- class European American families

Type of conflict A total of 12 studies included in age meta-analyses described conflict rate (frequency or number of disagreements) five concerned conflict affect (emotional intensity of disagreements) and 10 involved conflict rate and conflict affect Of studies in puberty meta-analyses five described conflict rate four concerned conflict affect and four involved con- flict rate and conflict affect Conflict rate and conflict affect data were combined to produce a total conflict variable Some studies lacked data on all types of conflict so total conflict effect size estimates from these reports were the same as those available for conflict rate or conflict affect Separate effect sizes were converted to a standardized score using Fishers r to Z transformation The average of these stan- dardized scores was then converted back to an effect size

Sampling technique A total of 24 studies included in age meta-analyses were cross-sectional two were longitudinal and one was retrospective Of these 11 assayed conflict at more than one time period or for more than one sample within an age range produc- ing data that were later combined Separate effect sizes were calculated for each sample or age period and converted to a standardized score using Fishers r to Z transformation The average of these standard- ized scores was then converted back to an effect size Among studies in puberty meta-analyses nine were cross-sectional two were longitudinal and two were cross-sectional and longitudinal Of these seven as- sayed conflict at more than one time period or for more than one sample within a pubertal group pro- ducing data that were later combined Follow-up analyses of parent-child conflict as a function of sam- pling technique could not be performed because most studies were cross-sectional

Sotirce of data A total of 24 studies included in age meta-analyses were based on self-reports from ques- tionnaires or interviews two described observations and one involved self-reports and observations Self- reports were provided by children in 13 studies by

parents in two and by parents and children in 10 Among studies in puberty meta-analyses eight were based on self-reports four described observations and one involved self-reports and observations Self- reports were obtained from children in two studies from parents in two and from parents and children in five The small number of observational studies limited follow-up analyses to parent reports and child reports

Co~lflict metric Two types of conflict instruments were identified frequency measures and rating scales Frequency measures entailed a specific re- counting of all conflict events (eg Smetana 1989) or summed checklists either listing specific conflict issues (eg Issues Checklist Prinz Foster Kent amp OLeary 1979 Robin amp Foster 1984) or specific af- fective expressions (eg Conflict Behavior Question- naire Robin amp Foster 1989) Rating scales included Likert-style reports describing general impressions of conflict in a relationship (eg Network of Relation- ships Inventory Furman amp Buhrmester 1985) Alto- gether eight studies included in age meta-analyses were based on frequency measures 15 involved rat- ing scales and four contained frequency measures and rating scales Of this total three involved reports from multiple instruments that were later combined Separate effect sizes for each instrument were calcu- lated and converted to a standardized score using Fishers r to Z transformation The average of these standardized scores was then converted back to an effect size Among studies in puberty meta-analyses six were based on frequency measures five involved rating scales and two contained frequency measures and rating scales Of this total two involved reports from multiple instruments that were later combined

Statistical Analyses

Effect size estimates The Pearson product moment correlation r is the recommended index for describ- ing nonexperimental (ie correlational) data in a meta-analysis (Hedges amp Olkin 1985) Cohen (1992) suggests that correlational data be interpreted in terms of small (r = I) medium (r = 3) and large (r = 5) effects Effect size estimates of r were calcu- lated directly from means and standard deviations or indirectly from F t and x2 values (Schwarzer 1989) In the absence of data necessary to calculate r effect sizes were estimated as zero for unspecified results that did not reach statistical significance (Wolf 1986) Tables 2 and 3 present effect size estimates for each sample in the meta-analyses

In group contrasts r represents an association be-

Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

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Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

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Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

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PSYCHLIT and Dissertation Abstracts for the years 1974 to 1994 A search of word roots (ie adolesc argu conflict disagreefarnil and pubert) and key words (ie son daughter mother father child and parent) gener- ated more than 7000 abstracts representing at least 2500 independent research reports From these ab- stracts studies identified for further consideration met three criteria (1) available in English (2) describe original research and (3) address parent-adolescent conflict Of the 2500 independent abstracts identified from key words 350 qualified for the second stage of review

To assess interrater reliability three independent coders reviewed a total of 750 randomly selected ab- stracts Agreement on whether a study met the crite- ria for further consideration ranged from 90 to 97 (kappa = 83 to 92) Differences among coders were resolved through discussion

Reviewing Research Reports

In the second phase two coders considered the complete texts of the 350 research reports identified in the first phase Studies selected for the meta-analy- ses met three criteria (1) Conflict was a dyadic inter- personal event involving overt behavioral opposition (Shantz 19871 including quarrels disagreements and arguments Studies defining conflict as competi- tion aggression speech interruptions personality traits and intrapsychic events were excluded (Col- lins amp Laursen 1992 Laursen amp Collins 1994) (2) Measures of conflict were specific to exchanges be- tween 10- to 22-year-old adolescents and a parent Studies of global family discord that conflate marital or sibling conflict with parent-child conflict were ex- cluded (3) Parents and offspring represented non-clinical populations Of the 350 studies reviewed 53 qualified for the third stage of coding

To assess interrater reliability two independent coders reviewed a total of 70 randomly selected re- search reports Agreement on selecting a study for the meta-analyses was 93 (kappa = 36) Differ- ences were resolved through discussion

Coding Research Reports

In the third phase two coders reviewed the 53 re- search reports that met the selection criteria to clas- sify study and sample characteristics and to obtain effect size estimates Coders attempted to contact 19 principal investigators whose research reports lacked sufficient detail to either calculate effect sizes or cate- gorize the sample and method Of the 12 acknowl- edging the inquiry three provided the necessary in- formation All reports included in the meta-analyses

Laursen Coy and Collins 819

met two criteria (1) central characteristics of the study and sample could be ascertained including the number of participants the age or pubertal status of the adolescents and the type of conflict and (2) par-ent-child conflict effects could be estimated for con- trasts of at least two adolescent age or pubertal groups Of the 53 qualified research reports 37 were included in the meta-analyses

Table 1 describes the study and sample character- istics of these research reports It contains not a com- plete summary of each study but rather an overview of data contributed to the meta-analyses Selection and coding procedures may alter the form and ap- pearance of data from that presented in the original report In some studies missing cases (eg Lemp- ers amp Clark-Lempers 1992 Steinberg 1988) and attri- tion (eg Bulcroft 1991 Galambos amp Almeida 1992) limited the number of participants in the meta-analy- ses such that sample sizes differed from the pub- lished method In other studies specific subsamples were omitted from a report because more complete data from participants were available elsewhere (eg Smetana Yau Restrepo amp Braeges 1991)

To ensure that samples were represented only once in each meta-analysis investigations with the same participants and methods in multiple reports were identified In these instances the research re- port containing the largest number of participants was selected for the meta-analyses Data from re- search reports describing the same participants and different methods were combined An effect size from each method was calculated and converted to a standardized score using Fishers r to Z transforma-tion The average of these standardized scores was then converted back to an effect size In this manner five studies qualifying for the puberty meta-analyses were consolidated into two independent samples (1) findings from the Hill laboratory include data from participants in three research reports (Hill amp Holm-beck 1987 Holmbeck amp Hill 1991 Updegrove 1988) and (2) findings from the Steinberg laboratory in- clude data from participants in two research reports (Steinberg 1987 1988)

Two independent coders reviewed all 53 research reports Interrater reliability on whether a study met the inclusion criteria was 100 (kappa = 10)

Classification of Research Reports for Meta- Analyses

Two coders classified each research report on seven dimensions (1) age (or grade) and pubertal sta- tus of adolescent (2) sex of adolescent (3) family de- mographics (4) type of conflict (5) sampling tech- nique (6) source of data and (7) conflict metric

- -

Table 1 Study and Sample Characteristics of Reports Included in Parent-Adolescent Conflict Age and Puberty Meta-Analyses

Child Age Study Participants or Grade Child Sex

Age meta-analyiei Blase (1989) Male amp Female Block (1937) Male amp Female Carlton-Ford amp

Collins (1988) Male amp Female Connor Johann~i amp

Walters (1954) Female Flannery Monte-

mayor Eberl) Biebelhausen amp Morabeto (1991) Male amp Female

Furman amp Buhrme5-ter (1992) Male amp Female

Galamboq amp Alme~da ( 1992) Male amp Female

Greene amp Gr~mslev (1990) Male amp Female

Hagan Hollier OConnor amp Eisen-berg (1992) Male amp Female

Inoff-Germain et al (1988) Male amp Female

Johnstone (1975) Male amp Female Kahlbaugh (1992) Male amp Female Kahlbaugh

Lefkow~tzamp S~gman (1994) Male amp Female

Khatri Voegler amp Pandya (1993) Male amp Female

Laursen (1993) Male amp Female Lemperq amp Clark-

Lempers (1992) Male amp Female Noack (1993) Male amp Female Pap~nl Clark

Barnett amp Savage (1989) Male amp Female

Ralalu (1991) Male amp Female Schoenleber (1988) Male amp Female S ~ d h uamp Slngh (1987) Female Smetana (1989) Male amp Female Smetana (1991) Male amp Female Smetana amp Aqqu~t l~

(1994) Male amp Female Smetana Yau

Restrepo amp Braeges (1991) Male amp Female

W~erqon Armistead Forehand Thomai amp Fauber (1990) Male amp Female

W~erionamp Forehand (1992) Male amp Female

Puberty meta-analyses Anderson Hethering-

ton amp Clingempeel (1989) Male amp Female

Bulcroft (1991) Male Flannery Monte-

mayor Eberly amp Torquati (1993) Male amp Female

Sampling Technique

Cross-Sectional Cross-Sectional

Cross-Sectional

Retrospective

Cross-Sectional

Cross-Sectional

Longitudinal

Cross-Sectional

Longitudinal

Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sect~onal

Cross-Sectional amp Longitudinal

Longitudinal

Cross-Sectional

Source of Data

Child Child

Parent amp Child

Child

Parent amp Child

Child

Parent amp Child

Child

Parent Child amp Observer

Observer Child Parent amp Child

Parent amp Child

Child Child

Child Observer

Child Child Parent Child Parent amp Child Parent amp Child

Parent amp Child

Parent amp Child

Parent

Child

Parent Child amp Observer

Child

Parent amp Child

Conflict Metric

Rat~ng Frequency

Frequency amp Rating

Frequency

Frequency

Rating

Rating

Frequency

Rating

Rating Rating Frequency amp Rating

Frequency amp Rating

Rating Rating

Rating Frequency

Rating Frequency Rating Rating Frequency Rating

Rating

Rating

Frequency amp Rating

Frequency

Rating

Rating

Laursen Coy and Collins 821

Table 1 (Continued)

Study

Hill amp Holmbeck (1987)

Holmbeck amp Hill (1991)

Inoff-Germain et al (1988)

Montemayor Eberly amp Flannery (1993)

Noack (1993)

Papini et al (1989) Papini amp Sebby (1988) Steinberg (1987) Steinberg (1988) Updegrove (1988)

Child Age Sampling Source of Participants or Grade Child Sex Technique Data

Male amp Female Cross-Sectional Parent

Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer Male amp Female Cross-Sectional Observer

amp Longitudinal Male amp Female Cross-Sectional Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Longitudinal Parent amp Child

Conflict Metric

Frequency

Frequency

Rating

Frequency Frequency

Rating Rating Frequency amp Rating Frequency amp Rating FrequencyFemale Cross-Sectional Parent

Note Frequency = Frequency measure Rating = Rating scale

Interrater reliability for coding study and sample characteristics ranged from 92 to 100 (kappa = 87 to 10) Differences were resolved through discussion

A g e (or grade) and pubertal status A total of 24 re- ports included effect size estimates of comparisons across at least two adolescent age groups 10 de- scribed comparisons across at least two pubertal sta- tus groups and three included contrasts across at least two age and pubertal status groups Separate meta-analyses were conducted on studies of age and on studies of puberty

Of studies included in age meta-analyses 21 in- volved early adolescents (10- to 12-year-olds or fifth to seventh grades) 27 described mid-adolescents (13- to 16-year-olds or eighth to tenth grades) and 15 in- cluded late adolescents (17- to 22-year-olds or elev- enth grade to college undergraduate) Among the lat- ter four studies contained college students some or all participants lived at home with parents in two studies and information on living arrangements was unavailable for two other studies Small samples pre- cluded separate follow-up analyses of college partici- pants

Of the studies included in puberty meta-analyses five provided direct comparisons across prepuberty (no discernible pubertal development) mid-puberty (apex of pubertal development or onset within the past year) and postpuberty (onset of puberty more than 1 year ago) In addition to or in lieu of these direct contrasts eight studies reported findings of overall linear associations between puberty and par- ent-child conflict and 11 studies reported estimates

of overall curvilinear associations between these vari- ables Techniques to determine pubertal status varied widely across reports No studies of pubertal status included college students

Sex of adolesce7zt Among studies selected for age meta-analyses 25 included sons and daughters The two remaining studies were restricted to daughters Among studies in puberty meta-analyses 10 in- cluded sons and daughters two included daughters only and one included sons only

Family demograplzics A total of 16 studies included in age meta-analyses reported that the majority of participants were European American four reported that most participants were non-North American and seven lacked information to classify the sample Among studies in puberty meta-analyses 10 re- ported that the majority of participants were Euro- pean American one reported that most participants were non-North American and two lacked sufficient information to characterize the sample

With respect to family composition nine studies included in age meta-analyses reported that the ma- jority of participants were from intact families one indicated that most were from single-parent families one was divided among intact blended and single- parent families and 16 did not report family compo- sition Among studies in puberty meta-analyses nine reported that the majority of participants were from intact families one indicated that participants were divided among intact blended and single-parent families and three did not report family composition

822 Child Development

Socioeconomic status classifications revealed that in 10 studies included in age meta-analyses the ma- jority of participants were middle-class and that 17 studies did not report socioeconomic data Among studies in puberty meta-analyses six reported that the majority of participants were middle-class and seven did not report socioeconomic data

Separate analyses of parent-adolescent conflict as a function of family demographics could not be per- formed because most studies involved intact middle- class European American families

Type of conflict A total of 12 studies included in age meta-analyses described conflict rate (frequency or number of disagreements) five concerned conflict affect (emotional intensity of disagreements) and 10 involved conflict rate and conflict affect Of studies in puberty meta-analyses five described conflict rate four concerned conflict affect and four involved con- flict rate and conflict affect Conflict rate and conflict affect data were combined to produce a total conflict variable Some studies lacked data on all types of conflict so total conflict effect size estimates from these reports were the same as those available for conflict rate or conflict affect Separate effect sizes were converted to a standardized score using Fishers r to Z transformation The average of these stan- dardized scores was then converted back to an effect size

Sampling technique A total of 24 studies included in age meta-analyses were cross-sectional two were longitudinal and one was retrospective Of these 11 assayed conflict at more than one time period or for more than one sample within an age range produc- ing data that were later combined Separate effect sizes were calculated for each sample or age period and converted to a standardized score using Fishers r to Z transformation The average of these standard- ized scores was then converted back to an effect size Among studies in puberty meta-analyses nine were cross-sectional two were longitudinal and two were cross-sectional and longitudinal Of these seven as- sayed conflict at more than one time period or for more than one sample within a pubertal group pro- ducing data that were later combined Follow-up analyses of parent-child conflict as a function of sam- pling technique could not be performed because most studies were cross-sectional

Sotirce of data A total of 24 studies included in age meta-analyses were based on self-reports from ques- tionnaires or interviews two described observations and one involved self-reports and observations Self- reports were provided by children in 13 studies by

parents in two and by parents and children in 10 Among studies in puberty meta-analyses eight were based on self-reports four described observations and one involved self-reports and observations Self- reports were obtained from children in two studies from parents in two and from parents and children in five The small number of observational studies limited follow-up analyses to parent reports and child reports

Co~lflict metric Two types of conflict instruments were identified frequency measures and rating scales Frequency measures entailed a specific re- counting of all conflict events (eg Smetana 1989) or summed checklists either listing specific conflict issues (eg Issues Checklist Prinz Foster Kent amp OLeary 1979 Robin amp Foster 1984) or specific af- fective expressions (eg Conflict Behavior Question- naire Robin amp Foster 1989) Rating scales included Likert-style reports describing general impressions of conflict in a relationship (eg Network of Relation- ships Inventory Furman amp Buhrmester 1985) Alto- gether eight studies included in age meta-analyses were based on frequency measures 15 involved rat- ing scales and four contained frequency measures and rating scales Of this total three involved reports from multiple instruments that were later combined Separate effect sizes for each instrument were calcu- lated and converted to a standardized score using Fishers r to Z transformation The average of these standardized scores was then converted back to an effect size Among studies in puberty meta-analyses six were based on frequency measures five involved rating scales and two contained frequency measures and rating scales Of this total two involved reports from multiple instruments that were later combined

Statistical Analyses

Effect size estimates The Pearson product moment correlation r is the recommended index for describ- ing nonexperimental (ie correlational) data in a meta-analysis (Hedges amp Olkin 1985) Cohen (1992) suggests that correlational data be interpreted in terms of small (r = I) medium (r = 3) and large (r = 5) effects Effect size estimates of r were calcu- lated directly from means and standard deviations or indirectly from F t and x2 values (Schwarzer 1989) In the absence of data necessary to calculate r effect sizes were estimated as zero for unspecified results that did not reach statistical significance (Wolf 1986) Tables 2 and 3 present effect size estimates for each sample in the meta-analyses

In group contrasts r represents an association be-

Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

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Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

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Table 1 Study and Sample Characteristics of Reports Included in Parent-Adolescent Conflict Age and Puberty Meta-Analyses

Child Age Study Participants or Grade Child Sex

Age meta-analyiei Blase (1989) Male amp Female Block (1937) Male amp Female Carlton-Ford amp

Collins (1988) Male amp Female Connor Johann~i amp

Walters (1954) Female Flannery Monte-

mayor Eberl) Biebelhausen amp Morabeto (1991) Male amp Female

Furman amp Buhrme5-ter (1992) Male amp Female

Galamboq amp Alme~da ( 1992) Male amp Female

Greene amp Gr~mslev (1990) Male amp Female

Hagan Hollier OConnor amp Eisen-berg (1992) Male amp Female

Inoff-Germain et al (1988) Male amp Female

Johnstone (1975) Male amp Female Kahlbaugh (1992) Male amp Female Kahlbaugh

Lefkow~tzamp S~gman (1994) Male amp Female

Khatri Voegler amp Pandya (1993) Male amp Female

Laursen (1993) Male amp Female Lemperq amp Clark-

Lempers (1992) Male amp Female Noack (1993) Male amp Female Pap~nl Clark

Barnett amp Savage (1989) Male amp Female

Ralalu (1991) Male amp Female Schoenleber (1988) Male amp Female S ~ d h uamp Slngh (1987) Female Smetana (1989) Male amp Female Smetana (1991) Male amp Female Smetana amp Aqqu~t l~

(1994) Male amp Female Smetana Yau

Restrepo amp Braeges (1991) Male amp Female

W~erqon Armistead Forehand Thomai amp Fauber (1990) Male amp Female

W~erionamp Forehand (1992) Male amp Female

Puberty meta-analyses Anderson Hethering-

ton amp Clingempeel (1989) Male amp Female

Bulcroft (1991) Male Flannery Monte-

mayor Eberly amp Torquati (1993) Male amp Female

Sampling Technique

Cross-Sectional Cross-Sectional

Cross-Sectional

Retrospective

Cross-Sectional

Cross-Sectional

Longitudinal

Cross-Sectional

Longitudinal

Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional

Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sectional

Cross-Sect~onal

Cross-Sectional amp Longitudinal

Longitudinal

Cross-Sectional

Source of Data

Child Child

Parent amp Child

Child

Parent amp Child

Child

Parent amp Child

Child

Parent Child amp Observer

Observer Child Parent amp Child

Parent amp Child

Child Child

Child Observer

Child Child Parent Child Parent amp Child Parent amp Child

Parent amp Child

Parent amp Child

Parent

Child

Parent Child amp Observer

Child

Parent amp Child

Conflict Metric

Rat~ng Frequency

Frequency amp Rating

Frequency

Frequency

Rating

Rating

Frequency

Rating

Rating Rating Frequency amp Rating

Frequency amp Rating

Rating Rating

Rating Frequency

Rating Frequency Rating Rating Frequency Rating

Rating

Rating

Frequency amp Rating

Frequency

Rating

Rating

Laursen Coy and Collins 821

Table 1 (Continued)

Study

Hill amp Holmbeck (1987)

Holmbeck amp Hill (1991)

Inoff-Germain et al (1988)

Montemayor Eberly amp Flannery (1993)

Noack (1993)

Papini et al (1989) Papini amp Sebby (1988) Steinberg (1987) Steinberg (1988) Updegrove (1988)

Child Age Sampling Source of Participants or Grade Child Sex Technique Data

Male amp Female Cross-Sectional Parent

Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer Male amp Female Cross-Sectional Observer

amp Longitudinal Male amp Female Cross-Sectional Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Longitudinal Parent amp Child

Conflict Metric

Frequency

Frequency

Rating

Frequency Frequency

Rating Rating Frequency amp Rating Frequency amp Rating FrequencyFemale Cross-Sectional Parent

Note Frequency = Frequency measure Rating = Rating scale

Interrater reliability for coding study and sample characteristics ranged from 92 to 100 (kappa = 87 to 10) Differences were resolved through discussion

A g e (or grade) and pubertal status A total of 24 re- ports included effect size estimates of comparisons across at least two adolescent age groups 10 de- scribed comparisons across at least two pubertal sta- tus groups and three included contrasts across at least two age and pubertal status groups Separate meta-analyses were conducted on studies of age and on studies of puberty

Of studies included in age meta-analyses 21 in- volved early adolescents (10- to 12-year-olds or fifth to seventh grades) 27 described mid-adolescents (13- to 16-year-olds or eighth to tenth grades) and 15 in- cluded late adolescents (17- to 22-year-olds or elev- enth grade to college undergraduate) Among the lat- ter four studies contained college students some or all participants lived at home with parents in two studies and information on living arrangements was unavailable for two other studies Small samples pre- cluded separate follow-up analyses of college partici- pants

Of the studies included in puberty meta-analyses five provided direct comparisons across prepuberty (no discernible pubertal development) mid-puberty (apex of pubertal development or onset within the past year) and postpuberty (onset of puberty more than 1 year ago) In addition to or in lieu of these direct contrasts eight studies reported findings of overall linear associations between puberty and par- ent-child conflict and 11 studies reported estimates

of overall curvilinear associations between these vari- ables Techniques to determine pubertal status varied widely across reports No studies of pubertal status included college students

Sex of adolesce7zt Among studies selected for age meta-analyses 25 included sons and daughters The two remaining studies were restricted to daughters Among studies in puberty meta-analyses 10 in- cluded sons and daughters two included daughters only and one included sons only

Family demograplzics A total of 16 studies included in age meta-analyses reported that the majority of participants were European American four reported that most participants were non-North American and seven lacked information to classify the sample Among studies in puberty meta-analyses 10 re- ported that the majority of participants were Euro- pean American one reported that most participants were non-North American and two lacked sufficient information to characterize the sample

With respect to family composition nine studies included in age meta-analyses reported that the ma- jority of participants were from intact families one indicated that most were from single-parent families one was divided among intact blended and single- parent families and 16 did not report family compo- sition Among studies in puberty meta-analyses nine reported that the majority of participants were from intact families one indicated that participants were divided among intact blended and single-parent families and three did not report family composition

822 Child Development

Socioeconomic status classifications revealed that in 10 studies included in age meta-analyses the ma- jority of participants were middle-class and that 17 studies did not report socioeconomic data Among studies in puberty meta-analyses six reported that the majority of participants were middle-class and seven did not report socioeconomic data

Separate analyses of parent-adolescent conflict as a function of family demographics could not be per- formed because most studies involved intact middle- class European American families

Type of conflict A total of 12 studies included in age meta-analyses described conflict rate (frequency or number of disagreements) five concerned conflict affect (emotional intensity of disagreements) and 10 involved conflict rate and conflict affect Of studies in puberty meta-analyses five described conflict rate four concerned conflict affect and four involved con- flict rate and conflict affect Conflict rate and conflict affect data were combined to produce a total conflict variable Some studies lacked data on all types of conflict so total conflict effect size estimates from these reports were the same as those available for conflict rate or conflict affect Separate effect sizes were converted to a standardized score using Fishers r to Z transformation The average of these stan- dardized scores was then converted back to an effect size

Sampling technique A total of 24 studies included in age meta-analyses were cross-sectional two were longitudinal and one was retrospective Of these 11 assayed conflict at more than one time period or for more than one sample within an age range produc- ing data that were later combined Separate effect sizes were calculated for each sample or age period and converted to a standardized score using Fishers r to Z transformation The average of these standard- ized scores was then converted back to an effect size Among studies in puberty meta-analyses nine were cross-sectional two were longitudinal and two were cross-sectional and longitudinal Of these seven as- sayed conflict at more than one time period or for more than one sample within a pubertal group pro- ducing data that were later combined Follow-up analyses of parent-child conflict as a function of sam- pling technique could not be performed because most studies were cross-sectional

Sotirce of data A total of 24 studies included in age meta-analyses were based on self-reports from ques- tionnaires or interviews two described observations and one involved self-reports and observations Self- reports were provided by children in 13 studies by

parents in two and by parents and children in 10 Among studies in puberty meta-analyses eight were based on self-reports four described observations and one involved self-reports and observations Self- reports were obtained from children in two studies from parents in two and from parents and children in five The small number of observational studies limited follow-up analyses to parent reports and child reports

Co~lflict metric Two types of conflict instruments were identified frequency measures and rating scales Frequency measures entailed a specific re- counting of all conflict events (eg Smetana 1989) or summed checklists either listing specific conflict issues (eg Issues Checklist Prinz Foster Kent amp OLeary 1979 Robin amp Foster 1984) or specific af- fective expressions (eg Conflict Behavior Question- naire Robin amp Foster 1989) Rating scales included Likert-style reports describing general impressions of conflict in a relationship (eg Network of Relation- ships Inventory Furman amp Buhrmester 1985) Alto- gether eight studies included in age meta-analyses were based on frequency measures 15 involved rat- ing scales and four contained frequency measures and rating scales Of this total three involved reports from multiple instruments that were later combined Separate effect sizes for each instrument were calcu- lated and converted to a standardized score using Fishers r to Z transformation The average of these standardized scores was then converted back to an effect size Among studies in puberty meta-analyses six were based on frequency measures five involved rating scales and two contained frequency measures and rating scales Of this total two involved reports from multiple instruments that were later combined

Statistical Analyses

Effect size estimates The Pearson product moment correlation r is the recommended index for describ- ing nonexperimental (ie correlational) data in a meta-analysis (Hedges amp Olkin 1985) Cohen (1992) suggests that correlational data be interpreted in terms of small (r = I) medium (r = 3) and large (r = 5) effects Effect size estimates of r were calcu- lated directly from means and standard deviations or indirectly from F t and x2 values (Schwarzer 1989) In the absence of data necessary to calculate r effect sizes were estimated as zero for unspecified results that did not reach statistical significance (Wolf 1986) Tables 2 and 3 present effect size estimates for each sample in the meta-analyses

In group contrasts r represents an association be-

Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Laursen Coy and Collins 831

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832 Child Development

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

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Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

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httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

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Laursen Coy and Collins 821

Table 1 (Continued)

Study

Hill amp Holmbeck (1987)

Holmbeck amp Hill (1991)

Inoff-Germain et al (1988)

Montemayor Eberly amp Flannery (1993)

Noack (1993)

Papini et al (1989) Papini amp Sebby (1988) Steinberg (1987) Steinberg (1988) Updegrove (1988)

Child Age Sampling Source of Participants or Grade Child Sex Technique Data

Male amp Female Cross-Sectional Parent

Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer

Male amp Female Cross-Sectional Observer Male amp Female Cross-Sectional Observer

amp Longitudinal Male amp Female Cross-Sectional Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Cross-Sectional Parent amp Child Male amp Female Longitudinal Parent amp Child

Conflict Metric

Frequency

Frequency

Rating

Frequency Frequency

Rating Rating Frequency amp Rating Frequency amp Rating FrequencyFemale Cross-Sectional Parent

Note Frequency = Frequency measure Rating = Rating scale

Interrater reliability for coding study and sample characteristics ranged from 92 to 100 (kappa = 87 to 10) Differences were resolved through discussion

A g e (or grade) and pubertal status A total of 24 re- ports included effect size estimates of comparisons across at least two adolescent age groups 10 de- scribed comparisons across at least two pubertal sta- tus groups and three included contrasts across at least two age and pubertal status groups Separate meta-analyses were conducted on studies of age and on studies of puberty

Of studies included in age meta-analyses 21 in- volved early adolescents (10- to 12-year-olds or fifth to seventh grades) 27 described mid-adolescents (13- to 16-year-olds or eighth to tenth grades) and 15 in- cluded late adolescents (17- to 22-year-olds or elev- enth grade to college undergraduate) Among the lat- ter four studies contained college students some or all participants lived at home with parents in two studies and information on living arrangements was unavailable for two other studies Small samples pre- cluded separate follow-up analyses of college partici- pants

Of the studies included in puberty meta-analyses five provided direct comparisons across prepuberty (no discernible pubertal development) mid-puberty (apex of pubertal development or onset within the past year) and postpuberty (onset of puberty more than 1 year ago) In addition to or in lieu of these direct contrasts eight studies reported findings of overall linear associations between puberty and par- ent-child conflict and 11 studies reported estimates

of overall curvilinear associations between these vari- ables Techniques to determine pubertal status varied widely across reports No studies of pubertal status included college students

Sex of adolesce7zt Among studies selected for age meta-analyses 25 included sons and daughters The two remaining studies were restricted to daughters Among studies in puberty meta-analyses 10 in- cluded sons and daughters two included daughters only and one included sons only

Family demograplzics A total of 16 studies included in age meta-analyses reported that the majority of participants were European American four reported that most participants were non-North American and seven lacked information to classify the sample Among studies in puberty meta-analyses 10 re- ported that the majority of participants were Euro- pean American one reported that most participants were non-North American and two lacked sufficient information to characterize the sample

With respect to family composition nine studies included in age meta-analyses reported that the ma- jority of participants were from intact families one indicated that most were from single-parent families one was divided among intact blended and single- parent families and 16 did not report family compo- sition Among studies in puberty meta-analyses nine reported that the majority of participants were from intact families one indicated that participants were divided among intact blended and single-parent families and three did not report family composition

822 Child Development

Socioeconomic status classifications revealed that in 10 studies included in age meta-analyses the ma- jority of participants were middle-class and that 17 studies did not report socioeconomic data Among studies in puberty meta-analyses six reported that the majority of participants were middle-class and seven did not report socioeconomic data

Separate analyses of parent-adolescent conflict as a function of family demographics could not be per- formed because most studies involved intact middle- class European American families

Type of conflict A total of 12 studies included in age meta-analyses described conflict rate (frequency or number of disagreements) five concerned conflict affect (emotional intensity of disagreements) and 10 involved conflict rate and conflict affect Of studies in puberty meta-analyses five described conflict rate four concerned conflict affect and four involved con- flict rate and conflict affect Conflict rate and conflict affect data were combined to produce a total conflict variable Some studies lacked data on all types of conflict so total conflict effect size estimates from these reports were the same as those available for conflict rate or conflict affect Separate effect sizes were converted to a standardized score using Fishers r to Z transformation The average of these stan- dardized scores was then converted back to an effect size

Sampling technique A total of 24 studies included in age meta-analyses were cross-sectional two were longitudinal and one was retrospective Of these 11 assayed conflict at more than one time period or for more than one sample within an age range produc- ing data that were later combined Separate effect sizes were calculated for each sample or age period and converted to a standardized score using Fishers r to Z transformation The average of these standard- ized scores was then converted back to an effect size Among studies in puberty meta-analyses nine were cross-sectional two were longitudinal and two were cross-sectional and longitudinal Of these seven as- sayed conflict at more than one time period or for more than one sample within a pubertal group pro- ducing data that were later combined Follow-up analyses of parent-child conflict as a function of sam- pling technique could not be performed because most studies were cross-sectional

Sotirce of data A total of 24 studies included in age meta-analyses were based on self-reports from ques- tionnaires or interviews two described observations and one involved self-reports and observations Self- reports were provided by children in 13 studies by

parents in two and by parents and children in 10 Among studies in puberty meta-analyses eight were based on self-reports four described observations and one involved self-reports and observations Self- reports were obtained from children in two studies from parents in two and from parents and children in five The small number of observational studies limited follow-up analyses to parent reports and child reports

Co~lflict metric Two types of conflict instruments were identified frequency measures and rating scales Frequency measures entailed a specific re- counting of all conflict events (eg Smetana 1989) or summed checklists either listing specific conflict issues (eg Issues Checklist Prinz Foster Kent amp OLeary 1979 Robin amp Foster 1984) or specific af- fective expressions (eg Conflict Behavior Question- naire Robin amp Foster 1989) Rating scales included Likert-style reports describing general impressions of conflict in a relationship (eg Network of Relation- ships Inventory Furman amp Buhrmester 1985) Alto- gether eight studies included in age meta-analyses were based on frequency measures 15 involved rat- ing scales and four contained frequency measures and rating scales Of this total three involved reports from multiple instruments that were later combined Separate effect sizes for each instrument were calcu- lated and converted to a standardized score using Fishers r to Z transformation The average of these standardized scores was then converted back to an effect size Among studies in puberty meta-analyses six were based on frequency measures five involved rating scales and two contained frequency measures and rating scales Of this total two involved reports from multiple instruments that were later combined

Statistical Analyses

Effect size estimates The Pearson product moment correlation r is the recommended index for describ- ing nonexperimental (ie correlational) data in a meta-analysis (Hedges amp Olkin 1985) Cohen (1992) suggests that correlational data be interpreted in terms of small (r = I) medium (r = 3) and large (r = 5) effects Effect size estimates of r were calcu- lated directly from means and standard deviations or indirectly from F t and x2 values (Schwarzer 1989) In the absence of data necessary to calculate r effect sizes were estimated as zero for unspecified results that did not reach statistical significance (Wolf 1986) Tables 2 and 3 present effect size estimates for each sample in the meta-analyses

In group contrasts r represents an association be-

Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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832 Child Development

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

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822 Child Development

Socioeconomic status classifications revealed that in 10 studies included in age meta-analyses the ma- jority of participants were middle-class and that 17 studies did not report socioeconomic data Among studies in puberty meta-analyses six reported that the majority of participants were middle-class and seven did not report socioeconomic data

Separate analyses of parent-adolescent conflict as a function of family demographics could not be per- formed because most studies involved intact middle- class European American families

Type of conflict A total of 12 studies included in age meta-analyses described conflict rate (frequency or number of disagreements) five concerned conflict affect (emotional intensity of disagreements) and 10 involved conflict rate and conflict affect Of studies in puberty meta-analyses five described conflict rate four concerned conflict affect and four involved con- flict rate and conflict affect Conflict rate and conflict affect data were combined to produce a total conflict variable Some studies lacked data on all types of conflict so total conflict effect size estimates from these reports were the same as those available for conflict rate or conflict affect Separate effect sizes were converted to a standardized score using Fishers r to Z transformation The average of these stan- dardized scores was then converted back to an effect size

Sampling technique A total of 24 studies included in age meta-analyses were cross-sectional two were longitudinal and one was retrospective Of these 11 assayed conflict at more than one time period or for more than one sample within an age range produc- ing data that were later combined Separate effect sizes were calculated for each sample or age period and converted to a standardized score using Fishers r to Z transformation The average of these standard- ized scores was then converted back to an effect size Among studies in puberty meta-analyses nine were cross-sectional two were longitudinal and two were cross-sectional and longitudinal Of these seven as- sayed conflict at more than one time period or for more than one sample within a pubertal group pro- ducing data that were later combined Follow-up analyses of parent-child conflict as a function of sam- pling technique could not be performed because most studies were cross-sectional

Sotirce of data A total of 24 studies included in age meta-analyses were based on self-reports from ques- tionnaires or interviews two described observations and one involved self-reports and observations Self- reports were provided by children in 13 studies by

parents in two and by parents and children in 10 Among studies in puberty meta-analyses eight were based on self-reports four described observations and one involved self-reports and observations Self- reports were obtained from children in two studies from parents in two and from parents and children in five The small number of observational studies limited follow-up analyses to parent reports and child reports

Co~lflict metric Two types of conflict instruments were identified frequency measures and rating scales Frequency measures entailed a specific re- counting of all conflict events (eg Smetana 1989) or summed checklists either listing specific conflict issues (eg Issues Checklist Prinz Foster Kent amp OLeary 1979 Robin amp Foster 1984) or specific af- fective expressions (eg Conflict Behavior Question- naire Robin amp Foster 1989) Rating scales included Likert-style reports describing general impressions of conflict in a relationship (eg Network of Relation- ships Inventory Furman amp Buhrmester 1985) Alto- gether eight studies included in age meta-analyses were based on frequency measures 15 involved rat- ing scales and four contained frequency measures and rating scales Of this total three involved reports from multiple instruments that were later combined Separate effect sizes for each instrument were calcu- lated and converted to a standardized score using Fishers r to Z transformation The average of these standardized scores was then converted back to an effect size Among studies in puberty meta-analyses six were based on frequency measures five involved rating scales and two contained frequency measures and rating scales Of this total two involved reports from multiple instruments that were later combined

Statistical Analyses

Effect size estimates The Pearson product moment correlation r is the recommended index for describ- ing nonexperimental (ie correlational) data in a meta-analysis (Hedges amp Olkin 1985) Cohen (1992) suggests that correlational data be interpreted in terms of small (r = I) medium (r = 3) and large (r = 5) effects Effect size estimates of r were calcu- lated directly from means and standard deviations or indirectly from F t and x2 values (Schwarzer 1989) In the absence of data necessary to calculate r effect sizes were estimated as zero for unspecified results that did not reach statistical significance (Wolf 1986) Tables 2 and 3 present effect size estimates for each sample in the meta-analyses

In group contrasts r represents an association be-

Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Laursen Coy and Collins 831

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

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Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

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Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

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Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

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Laursen Coy and Collins 823

Table 2 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Age Meta-Analyses

Effect Size Estimates

Early and Mid-adolescence Mid- and Late Adolescence Early and Late Adolescence

Study n Total r Rate r Affect r n Total r Rate r Affect r n Total r Rate r Affect r

Blase (1989) Block (1937) Carlton-Ford amp Collins

(1988) Connor et al (1954) Flannery et al (1991) Furman amp Buhrmester

(1992) Galambos amp Almeida (1992) Greene amp Grimsley (1990) Hagan et al (1992) Inoff-Germain et al (1988) Johnstone (1975) Kahlbaugh (1992) Kahlbaugh et al (1994) Khatri et al (1993) Laursen (1993) Lempers amp Clark-Lempers

(1992) Noack (1993) Papini et al (1989) Rajalu (1991) Schoenleber (1988) Sidhu amp Singh (1987) Smetana (1989) Smetana (1991) Smetana amp Asquith (1994) Smetana et al (1991) Wierson et al (1990) Wierson amp Forehand (1992)

Note r z = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence The number of participants reported for conflict rate and conflict affect differed values reported here are averages

tween conflict and age or pubertal status reported in be positive effects in contrasts involving mid-terms of the standardized difference between two age puberty indicating that conflict is greater at mid- or pubertal groups in parent-child conflict The hy- puberty than in prepuberty and postpuberty Nega- pothesis that parent-child conflict peaks at mid-ado- tive effects indicate less conflict in mid-puberty than lescence or at the apex of puberty yields two expected in prepuberty and postpuberty Second in age analy- patterns The direction of the effect is a measure of ses there should be positive effects in contrasts of support for the hypothesis Positive effects are consis- early adolescence and late adolescence indicating tent with predicted patterns negative effects are not more conflict in late adolescence Negative effects in- First in age analyses there should be positive effects dicate that conflict is greater in early adolescence in contrasts involving mid-adolescence indicating than in late adolescence Similarly in puberty analy- that conflict is greater at mid-adolescence than in ses there should be positive effects in contrasts of early adolescence and late adolescence Negative ef- prepuberty and postpuberty indicating more conflict fects in these contrasts indicate less conflict in mid- in postpuberty Negative effects indicate that conflict adolescence than in early adolescence and late ado- is greater in prepuberty than in postpuberty lescence Similarly in puberty analyses there should In linear and curvilinear associations r represents

824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

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Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

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Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

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Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

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824 Child Development

Table 3 Parent-Adolescent Conflict Effect Size Estimates for Samples Included in Puberty Meta-Analyses

Effect Size Estimates

Prepuberty and Mid-puberty Mid-puberty and Postpuberty Prepuberty and Postpuberty

Study 11 Total r Rate r Affect r 11 Total r Rate r Affect r n Total r Rate r Affect r

Papini et al (1989) 131 04 04 253 03 03 174 OO 00 Papini amp Sebby (1988) 36 -06 - 06 52 03 03 38 0 6 - 06 Hill laboratory 167 05 05 93 15 15 134 0 9 0 9

Linear change Curvilinear change

n Total r Rate r Affect r 11 Total r Rate r Affect r

Anderson et al (1989) 153 06 02 13 153 0 2 0 2 Bulcroft (1991) 157 - lo I 0 Flannery et al (1993) 85 34 34 85 05 05 Inoff-Germain et al (1988) 60 -01 0 9 06 Hill laboratory 200 0 3 -03 200 06 06 Montemayor et al (1993) 85 19 19 85 OO 00 Noack (1993) 38 I8 I8 Steinberg laboratory 155 05 03 06 155 02 03 02

Note n = participants included in effect size estimates r = effect size estimate Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty Positive linear r values indicate that conflict increases with pubertal matura- tion Positive curvilinear r values indicate that conflict increases then decreases with pubertal maturation in an inverted U-shaped function Values represent weighted averages from multiple research reports describing the same sample

the standardized correlation of adolescent puberty The homogeneity statistic Q resembles the x2 test with parent-child conflict Contrast correlations were with k - 1 degrees of freedom where k represents calculated which may slightly overestimate the mag- the number of effect sizes (Hedges amp Olkin 1985) nitude of population effects (Rosnow amp Rosenthal Lack of statistical significance on homogeneity tests 1996) Positive curvilinear effects indicate increases suggests that effect size estimates for individual stud- in conflict during the initial stages of puberty and de- ies are similar in magnitude and direction Statisti- creases during the later stages of puberty whereas cally significant results indicate the absence of homo- negative curvilinearity indicates decreases in conflict geneity (ie heterogeneity) which may signal during the initial stages of puberty and increases dur- outliers interactions or highly variable phenomena ing later stages of puberty Positive linear effects indi- Heterogeneous population effects were disaggre-cate that conflict increases with pubertal maturation gated by dividing research reports into distinct sub- and negative effects indicate that conflict decreases sets with separate follow-up meta-analyses con-with pubertal maturation ducted on each subset Heterogeneous population

effects composed of homogeneous follow-up effects Conzbining and disaggregating effects In a meta-anal- could be the product of systematic differences among

ysis effect size estimates from several studies are research reports such that all estimates within a sub- combined to obtain a weighted population effect re- set share a common effect size even though the total flecting the mean of the effect size estimates set does not (Hedges amp Olkin 1985) To this end r values from To ensure comparability across meta-analyses an individual research reports were converted to Z a priori decision was made to disaggregate each age scores with Fishers r to Z transformation prior to population effect according to eight categorical vari- combining effects An average Z score weighted by ables regardless of the results of homogeneity tests sample sizes (11 - 3) was calculated and then trans- In this process a population effect (eg mid-adoles- formed back to r cent and late adolescent conflict rate) was broken

To determine whether individual research reports down into effects for distinct subcategories (eg provided consistent estimates of population effects source of data parent report or child report) That separate analyses of homogeneity were conducted is for all of the age analyses the total set of studies

contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Laursen Coy and Collins 831

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

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contributing to each population effect was divided into at least two subsets of studies for follow-up anal- yses each subset consisting of independent effect size estimates Too few studies were available to system- atically disaggregate puberty population effects

Plan ofanalyses The present meta-analyses of pop- ulation effects addressed two issues The first is whether changes in parent-child conflict across ado- lescence are a function of age or pubertal status The second is whether pubertal changes follow a curvilin- ear or linear trajectory Follow-up meta-analyses ex- amined moderator effects addressing whether age changes in parent-child conflict vary systematically as a function of parent-child dyad (mother-son mother-daughter father-son and father-daughter) source of data (adolescent report and parent report) and conflict metric (frequency measures and rating scales)

To investigate differences in parent-child conflict as a function of age effect sizes were computed for three distinct contrasts (1) early adolescence and mid- adolescence (2) mid-adolescence and late adoles- cence and (3) early adolescence and late adolescence For each separate meta-analyses were computed for the three types of conflict conflict rate conflict affect and total conflict (rate and affect combined) To in- vestigate difference~ in parent-child conflict as a function of puberty meta-analyses were completed for three contrasts (1) prepuberty and mid-puberty (2)mid-puberty and postpuberty and (3) prepuberty and postpuberty Some planned comparisons failed to meet the minimum recommended criterion of in- dependent samples (k = 3) for a meta-analysis conse- quently results from several analyses (eg pubertal group contrasts of conflict rate and conflict affect) are not reported Meta-analyses also examined linear and curvilinear associations between puberty and parent-adolescent conflict In each separate meta- analyses were conducted for conflict rate conflict af- fect and total conflict Too few studies were available to consider curvilinear and linear changes as a func- tion of age

RESULTS

First population effect sizes describe results from age meta-analyses and puberty meta-analyses Next fol- low-up age meta-analyses detail moderator effects

Population Effects

A series of meta-analyses contrasted parent-child conflict across age groups early adolescence and

Laursen Coy and Collins 825

mid-adolescence mid-adolescence and late adoles- cence and early adolescence and late adolescence Each contrast entailed separate meta-analyses for the three types of conflict conflict rate conflict affect and total conflict Additional meta-analyses contrasted pubertal groups on parent-child conflict prepuberty and mid-puberty mid-puberty and postpuberty and prepuberty and postpuberty Too few studies were available for pubertal group comparisons of conflict rate and conflict affect so analyses were restricted to total conflict Meta-analyses also examined linear and curvilinear associations between puberty and conflict rate between puberty and conflict affect and be- tween puberty and total conflict Table 4 summarizes the population effect sizes for these 18meta-analyses

Age Significant population effects emerged for all age group contrasts of conflict rate and total conflict The results indicated that conflict is greater in early adolescence than in mid-adolescence greater in mid- adolescence than in late adolescence and greater in early adolescence than in late adolescence Thus small decreases at each age period collectively pro- duce a moderate decline in the rate of parent-child conflict from early adolescence to late adolescence Analyses of parent-child conflict affect revealed age- related patterns that differed from conflict rate and total conflict A significant population effect revealed greater negative affect during mid-adolescence than during early adolescence Differences between mid- adolescence and late adolescence and between early adolescence and late adolescence failed to reach sta- tistical significance Thus parent-child conflict nega- tivity increases slightly from early adolescence to mid-adolescence then settles back during late adolescence to a level somewhere between the two earlier age periods Taken together these results im- ply that parent-child conflict is less frequent but more heated in mid-adolescence than in early ado- lescence late adolescence brings a further decline in the rate of conflict but little change in affective ex- pression

Puberty Population effects for pubertal group con- trasts of total conflict failed to reach statistical sig- nificance Similarly there were no statistically sig- nificant curvilinear associations between puberty and conflict rate between puberty and conflict affect and between puberty and total conflict In meta-analyses of linear effects puberty was positively linked to con- flict affect but associations between puberty and con- flict rate and between puberty and total conflict failed to reach statistical significance The results sug- gest that aside from a small linear increase in nega- tive affect few changes in parent-child conflict are a

826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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826 Child Development

Table 4 Parent-Adolescent Conflict Age and Puberty Meta-analyses Population Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Age meta-analyses Early and mid-adolescence 1 4 16 2656 No 07 14 1427 Yes 0 9 21 3196 No Mid- and late adolescence 06 14 4494 No 04 4 1121 Yes 06 15 4695 No Early and late adolescence 34 8 1596 No -04 3 388 Yes -31 9 1760 No

Puberty metaanalyses Pre- and mid-puberty 1 2 03 3 299 Yes Mid- and postpuberty 1 2 06 3 404 Yes Pre- and postpuberty 1 2 -04 3 316 Yes Linear 0 2 6 769 Yes 15 5 538 Yes 04 8 939 No Curvilinear 03 3 514 Yes 02 3 325 Yes 03 5 684 Yes

Note r = population effect size k = total number of independent samples N = total number of independent participants Positive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of prepuberty and mid-puberty and in contrasts of mid-puberty and postpuberty indicate greater conflict during mid-puberty Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence Positive r values in contrasts of prepuberty and postpuberty indicate greater conflict during postpuberty p lt 01 p lt 001

function of puberty These findings should be inter- across successive age periods in father-son and fa- preted with caution because of the limited number ther-daughter conflict From early adolescence to late of studies available adolescence there was a moderate to large decline in

conflict among mother-child dyads and a small to moderate decline in conflict among father-child dy-

Moderator Effects ads Conflict affect among father-son dyads increased To determine whether population effects obscured slightly between early adolescence and mid-adoles-

differences in patterns of conflict a series of eight fol- cence an effect that failed to reach statistical sig- low-up meta-analyses was conducted divided ac- nificance in other relationships Taken together the cording to the four parent-child dyads the two results imply that substantial decreases across ado- sources of data and the two conflict metrics In each lescence in the rate of mother-child conflict are repli- separate meta-analyses were conducted for conflict cated on a smaller scale in father-child relationships rate conflict affect and total conflict Too few studies but that small increases in conflict affect between were available for puberty meta-analyses on most early adolescence and mid-adolescence can be reliably moderator variables so follow-up contrasts were demonstrated only in the father-son relationship limited to age meta-analyses Insufficient data lim- Source of data Significant effects emerged for all ited conflict affect contrasts to early adolescence and age group contrasts on conflict rate and total conflict mid-adolescence for all moderator variables except These results suggest that similar views of age-re- child reports and rating scales Table 5 summarizes lated change may be attributed to parents and chil- the moderator effect sizes for these 60 age meta-anal- dren Both agree that there is less conflict in mid-ado- yses lescence than in early adolescence and further that

Parent-child dyads Significant effects emerged for there is less conflict in late adolescence than in mid- all age group contrasts on conflict rate These results adolescence Perceptions differ however as to the indicate that for each parent-child dyad conflict rates magnitude of changes in overall conflict with chil- are higher in early adolescence than in mid-adoles- dren reporting a moderate decline and parents re- cence which in turn are higher than in late adoles- porting a small to moderate decline Child reports in- cence Effect sizes vary for mother-child and father- dicated a small increase in conflict affect from early child dyads Contrasts revealed small to moderate adolescence to mid-adolescence but the effect for declines across successive age periods in mother-son parent reports did not reach statistical significance and mother-daughter conflict and small declines Child reports of conflict affect revealed no statisti-

Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Laursen B (1993) The perceived impact of conflict on ado- lescent relationships Merrill-Palmer Quarterly 39 535- 550

Laursen B amp Collins W A (1994) Interpersonal conflict during adolescence Psychological Bulletin 115 197- 209

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Laursen Coy and Collins 831

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

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Laursen Coy and Collins 827

Table 5 Parent-Adolescent Conflict Age Meta-analyses Moderator Effects

Conflict Rate Conflict Affect Total Conflict

Developmental Contrast r k N Homogeneity r k N Homogeneity r k N Homogeneity

Parent-child dyad mother-son Early and mid-adolescence -15 13 1188 No 07 9 368 Yes -13 16 1261 No Mid- and late adolescence 19 8 1171 No 1 19 8 1171 No Early and late adolescence -43 6 678 No 0 4 3 6 678 No

Parent-child dyad mother-daughter Early and mid-adolescence -19 13 1184 No 03 9 398 Yes 1 6 16 1274 No Mid- and late adolescence OF 10 1406 Yes 08 10 1406 Yes Early and late adolescence 3 5 6 694 No 35 6 694 No

Parent-child dyad father-son Early and mid-adolescence -06 11 941 No 09 8 354 Yes No Mid- and late adolescence 05 7 951 Yes 1 Yes Early and late adolescence 19 5 546 Yes 0 Yes

Parent-child dyad father-daughter Early and mid-adolescence 0 6 11 930 Yes 06 8 384 Yes Yes id and late adolescence 08 8 1122 Yes 1 Yes

Early and late adolescence 1 6 5 562 Yes 0 Yes Source of data child reports

Earlv and mid-adolescence -14 12 2064 09 11 1000 Yes Mid- and late adolescence 06 12 4412 04 4 1121 Yes Early and late adolescence 3 4 7 1552 -04 3 388 Yes

Source of data parent reports Early and mid-adolescence 0 7 10 961 Yes 05 8 610 Yes -05 12 1112 Yes Mid- and late adolescence 13 4 292 Yes 1 13 4 292 Yes Early and late adolescence -18 4 306 Yes 1 -14 4 306 Yes

Conflict metric frequency measures Early and mid-adolescence -37 5 594 No 11 5 491 Yes -19 8 935 No Mid- and late adolescence 18 5 1002 No 0 18 5 1002 No Early and late adolescence 7 3 3 354 No 0 7 3 3 354 No

Conflict metric rating scales Early and mid-adolescence 07 9 2001 No 03 6 695 Yes 0 5 11 2200 No-

id and late adolescence 03 9 3492 Yes 04 4 1121 Yes 04 10 3693 Yes Early and late adolescence 1 9 5 1242 Yes 0 4 3 388 Yes 1 7 6 1406 Yes

Note r = group effect size k = total number of independent samples N = total number of independent participants Postive r values in contrasts of early adolescence and mid-adolescence and in contrasts of mid-adolescence and late adolescence indicate greater conflict during mid-adolescence Positive r values in contrasts of early adolescence and late adolescence indicate greater conflict during late adolescence p lt 05 p lt 01 p lt 001

cally significant effects for contrasts of mid-adoles- Conflict metric Significant effects emerged for all cence and late adolescence and for contrasts of early age group contrasts on conflict rate and total conflict adolescence and late adolescence Taken together Frequency measures and rating scales both indicate parents and children report declines in the rate of that conflict rates decline from early adolescence to conflict across adolescence but only children report mid-adolescence and again from mid-adolescence to a discernible increase in conflict affect from early ad- late adolescence Effect sizes differed Rating scales olescence to mid-adolescence Children perceive the revealed small decreases from one age period to the overall change in conflict rates from early adoles- next whereas frequency measures revealed a moder- cence to late adolescence as greater than the sum of ate to large decrease from early adolescence to mid- the changes they report from early adolescence to adolescence and a small to moderate decrease from mid-adolescence and from mid-adolescence to late mid-adolescence to late adolescence The overall de- adolescence whereas parents perceive the overall cline from early adolescence to late adolescence was change as smaller than the sum of their reports of large when measured by frequencies yet small to successive change moderate when measured by ratings Frequency

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Cohen J (1992) A power primer Psyclzological Bulletin 112 155-159

Collins W A (1990) Parent-child relationships in the tran- sition to adolescence Continuity and change in interac- tion affect and cognition In R Montemayor G R Adams amp T P Gullotta (Eds) From clzildhood to adoles- cence A transitional period (pp 85-106) Newbury Park CA Sage

Collins W A amp Laursen B (1992) Conflict and the transi- tion to adolescence In C U Shantz amp W W Hartup (Eds) Corzflict in clzild and adolescent dezlelopnzent (pp 216-241) Cambridge Cambridge University Press

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Flannery D J Montemayor R Eberly M Biebelhausen L amp Morabeto J (1991 April) Variations in perceived negative communication between parents and adolescents Paper presented at the meeting of the Society for Re- search in Child Development Seattle

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Furman W amp Buhrmester D (1985) Childrens percep- tions of the personal relationships in their social net- works Developmental Psychology 21 1016-1024

Furman W amp Buhrmester D (1992) Age and sex differ- ences in perceptions of networks of personal relation- ships Clzild Dezielopment 63 103-115

Galambos N L amp Almeida D M (1992) Does parent- adolescent conflict increase in early adolescence Journal of Marriage and tlze Family 54 737-747

Gecas V amp Seff M A (1990) Families and adolescents A review of the 1980s Journal of Marriage and the Family 52 941-958

Glass G V McGaw B amp Smith M L (1981)Meta-analy-sis in social researdl Beverly Hills CA Sage

Gonzales N A Cauce A M ampMason C A (1996) Inter- observer agreement in the assessment of parental be- havior and parent-adolescent conflict African American mothers daughters and independent observers Child Dezielopment 67 1483-1104

Greene A L amp Grimsley M D (1990) Age and gender differences in adolescents preference for parental ad- vice ]olirnal of Adolescent Research 5 396-413

Hagan M S Hollier E A OConnor T G amp Eisenberg M (1992) Parent-child relationships in nondivorced di- vorced single-mother and remarried families In E M Hetherington amp W G Clingempeel (Eds) Coping with marital transitions A family systems perspective Mono-grapls of tlze Society for Researclz in Child Dezjelopment 57(2-3 Serial No 227)

Hall G S (1904) Adolescence Its psychology and its relations to physiology antlzropology sociology sex crime religion and education (Vols 1 and 2) New York Appleton

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Holmbeck G N amp Hill J P (1991) Conflictive engage- ment positive affect and menarche in families with sev- enth-grade girls Child Development 62 1030-1048

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Kahlbaugh P E (1992)Adolescence A study of parent-child iriteractioris and emotiorial development (shame) Unpub-lished PhD thesis Rutgers University

Kahlbaugh P E Lefkowitz E amp Sigman M (1994 Febru- ary) Adolescent etriotionality and family relationships Pa-per presented at the meeting of the Society for Research on Adolescence San Diego CA

Khatri P Voegler M E amp Pandya A (1993 March) Rural Indiari ckildrens perceptioris of tkeir social relationships Pa-per presented at the meeting of the Society for Research in Child Development New Orleans

Larson R amp Richards M (1994) Divergent realities Tke e~notional lives of nzothers fathers aizd adolescents New York Basic Books

Laursen B (1993) The perceived impact of conflict on ado- lescent relationships Merrill-Palmer Quarterly 39 535- 550

Laursen B amp Collins W A (1994) Interpersonal conflict during adolescence Psychological Bulletin 115 197- 209

Laursen B amp Williams V (1997) Perceptions of interde- pendence and closeness in family and peer relationships among adolescents with and without romantic partners In S Shulman amp W A Collins (Eds) Romantic relatioiz- ships in adolescence Nezv directiotis for ckild developmeizt (pp 3-20) San Francisco Jossey-Bass

Lempers J D amp Clark-Lempers D S (1992) Young mid- dle and late adolescents comparisons of the functional importance of five significant relationships Jourtial of Youtk atid Adolescetice 21 53-96

Maccoby E E (1992) The role of parents in the socializa- tion of children An historical overview Developmental Psychology 28 1006-1017

Mead M (1928) Coinitig o f age iiz Samoa New York Morrow

Molina B S G amp Chassin L (1996) The parent-adolescent relationship at puberty Hispanic ethnicity and parent alcoholism as moderators Developnzental Psychology 32 675-686

Montemayor R (1983) Parents and adolescents in conflict All families some of the time and some families most of the time Journal of Early Adolescence 3 83-103

Montemayor R Eberly M amp Flannery D J (1993) Effects

Laursen Coy and Collins 831

of pubertal status and conversation topic on parent and adolescent affective expression J o ~ ~ r n a lof Early Adoles- cence 13 431-447

Noack P (1993 March) Early adolescents parent-child con-zlersations artd perceizied pubertal statiis Paper presented at the meeting of the Society for Research in Child De- velopment New Orleans

Paikoff R L amp Brooks-Gunn J (1991) Do parent-child relationships change during puberty Psychological B1d- letin 110 47-66

Papini D R Clark S Barnett J K amp Savage C L (1989) Grade pubertal status and gender-related variations in conflictual issues among adolescents Adolescence 24 977-987

Papini D R amp Sebby R A (1988) Variations in conflictual family issues by adolescent pubertal status gender and family member Journal of Early Adolescence 8 1-15

Prinz R J Foster S L Kent R N amp OLeary K D (1979) Multivariate assessment of conflict in distressed and non-distressed mother-adolescent dyads ]o~irrial of Ap- plied Bekaziior Analysis 12 691-700

Rajalu T R (1991) Areas of conflicts between parents and their teenage children lridian Journal of Bekaviollr 1521-29

Robin A L amp Foster S L (1984) Problem-solving com- munication training A behavioral family systems ap- proach to parent-adolescent conflict In P Karoly amp J J Steffen (Eds) Adolescent behavior disorders Fouizdatioizs atid coiztemporary concertis (pp 195-240) Lexington MA Heath

Robin A L ampFoster S L (1989) Negotiatingparent-adoles-cent coizj7ict A bekavioral systems approach New York Guilford

Rosnow R L amp Rosenthal R (1996) Computing con-trasts effect sizes and counternulls on other peoples published data General procedures for research con- sumers Psychological Methods 1 331-340

Savin-Williams R C amp Small S A (1986) The timing of puberty and its relationship to adolescent and parent perceptions of family interactions Developmental Psy- chology 22 342-347

Schoenleber K L (1988) Parental perceptions and empecta- tions and their relationship to parent-child coizf7ict aizd pareti- tal satisfactioti during tlie traizsitioiz to adolescence Unpub-lished PhD thesis University of Minnesota

Schwarzer R (1989) Meta-atialysis programs Berlin Freie University of Berlin

Shantz C U (1987) Conflict between children Child Devel- opment 58 283-305

Sidhu K amp Singh M B (1987) A study of mother-daugh- ter conflicts as perceived by adolescents lndian Psycko- logical Rezliez~l 32(2) 23-29

Silbereisen R K amp Kracke B (1993) Variation in matura- tional timing and adjustment in adolescence In S Jack- son amp H Rodriguez-Tome (Eds) Adolesceizce aizd its so- cial iilorlds (pp 67-94) Hove England Erlbaum

Smetana J G (1989) Adolescents and parents reasoning about actual family conflict Child Developmetit 601052-1067

Smetana J G (1991) Adolescents and mothers evalua-

832 Child Development

tions of justifications for conflicts In R L Paikoff (Ed) Skared views in the family during adolescence New direc- tionsfor chzld developnzent (pp 71-86) San Francisco Jos- sey-Bass

Smetana J G amp Asquith P (1994) Adolescents and par- ents conceptions of parental authority and personal au- tonomy Chlld Development 65 1147-1162

Smetana J G Yau J Restrepo A amp Braeges J L (1991) Adolescent-parent conflict in married and divorced families Developmental Psychology 27 1000-1010

Steinberg L (1987) Impact of puberty on family relations Effects of pubertal status and pubertal timing Develop-mental Psyckology 23 451-460

Steinberg L (1988) Reciprocal relation between parent- child distance and pubertal maturation Developinetltal Psychology 24 122-128

Steinberg L (1990) Autonomy conflict and harmony in

the family relationship In S S Feldman amp G R Elliott (Eds)A t tke threshold The developing adolescent (pp 255- 276) Cambridge MA Harvard University Press

Updegrove A L (1988)Figural developnzent and parent-child relations in early adolescent feniales Unpublished PhD thesis Virginia Commonwealth University

Wierson M Armistead L Forehand R Thomas A M amp Fauber R (1990) Parent-adolescent conflict and stress as a parent Are there differences between being a mother or a father lournal of Family Violence 5 187-197

Wierson M amp Forehand R (1992) Family stressors and adolescent functioning A consideration of models for early and middle adolescents Behavior Tkerapy 23671-688

Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

You have printed the following article

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

httplinksjstororgsicisici=0009-39202819980629693A33C8173ARCIPCA3E20CO3B2-N

This article references the following linked citations If you are trying to access articles from anoff-campus location you may be required to first logon via your library web site to access JSTOR Pleasevisit your librarys website or contact a librarian to learn about options for remote access to JSTOR

References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

httplinksjstororgsicisici=0022-24452819901129523A43C9413AFAAARO3E20CO3B2-M

httpwwwjstororg

LINKED CITATIONS- Page 1 of 2 -

Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -

828 Child Development

measures indicated a small increase in conflict affect from early adolescence to mid-adolescence the rat- ing scale effect did not reach statistical significance Conflict affect ratings revealed no statistically sig- nificant effects in contrasts of mid-adolescence and late adolescence and in contrasts of early adoles- cence and late adolescence Taken together fre-quency measures and rating scales agree that the rate of parent-child conflict decreases across adolescence but only frequency measures detected a slight in- crease in conflict affect from early adolescence to mid-adolescence Rating scales yielded modest con- flict rate changes relative to frequency assessments

DISCUSSION

The investigation revealed developmental changes in parent-child conflict that were not detected in previ- ous narrative reviews thus providing a textbook ex- ample of the ability of meta-analytic summaries to discern order where none is apparent The results in- dicated that parent-chld conflict rates and total con- flict decline across the adolescent years Simulta- neously the affective intensity of conflict increases from early adolescence to mid-adolescence Popula- tion effects for age analyses and effects within groups defined by potential moderator variables were simi- lar in direction although they varied in magnitude Contrasts of early adolescence and late adolescence revealed medium effects for conflict within mother- child dyads and small effects for conflict within father-child dyads medium effects based on child reports and small effects based on parent reports and large effects for frequency measures and small effects for rating scales Few developmental differ- ences in parent-adolescent conflict emerged in pu- berty analyses with the exception of a positive linear association that linked puberty to conflict affect but not to conflict rate or total conflict The limited num- ber of studies available on parent-adolescent conflict and puberty suggest that caution is warranted in in- terpreting these results

The most parsimonious interpretation of the find- ings is that the evidence does not support the com- mon assertion that parent-child conflict rates are a curvilinear function of adolescent age or pubertal maturation Instead effects emerging from the meta- analyses tended to be linear Conflict rates decrease with adolescent age and conflict affect increases with adolescent age and pubertal maturation Prior narra- tive reviews (our own as well as those of others) did not discern the progressive decline in rates of parent- child conflict across the adolescent years Decreases from early adolescence to mid-adolescence and from

mid-adolescence to late adolescence accounted for 4 to 2 of the total variance in conflict rate and total conflict and declines from early adolescence to late adolescence accounted for 96 to 116 of the total variance in conflict rate and total conflict Prior narrative reviews also failed to detect increases in conflict affect which accounted for 23 of the total variance in puberty meta-analyses of linear change and 5 of the total variance in age contrasts of early adolescence and mid-adolescence

The small magnitude of most of these population effects raises the possibility that changes in conflict may be a less robust and distinctive component of adolescent development than has previously been as- sumed The meta-analyses do not address broader changes in parent-child relationships and we cannot rule out the possibility that conflict is greater during adolescence than during either middle childhood or adulthood specifically the findings do not contradict claims that parent-child conflict peaks at the transi- tion to adolescence and declines thereafter (Smetana 1989) Yet the results are also consistent with the as- sertion that the interdependent affiliations of adoles- cents are resistant to rapid behavioral reorganization (Collins amp Laursen 1992 Laursen amp Collins 1994) Family members and friends offer adolescents stabil- ity during a period of change in other arenas so alter- ations in conflict behavior within these relationships unfold gradually as participants adjust to new pat- terns of social exchange Transformations rather than disruptions characterize these relationships Declines in the rate of conflict mirror declines in the rate of social interaction (Csikszentmihalyi amp Larson 1984 Laursen amp Williams 1997) and it is likely that parents and chldren disagree less simply because they are together less Increases in conflict affective intensity coincide with increases in autonomy and emotional dysphoria that occur as adolescents spend more time alone and with peers (Larson amp Richards 1994 Steinberg 1990) These changes in the interper- sonal landscape usher in new challenges for parents and children during a period of heightened adoles- cent emotional lability so conflicts are apt to be a bit more affectively charged

Moderator effects corroborate the presence of sys- tematic variation in parent-adolescent conflict Schol- ars have argued that across adolescence parent-child conflict involves mothers more often than fathers (Collins 1990 Montemayor 1983) The results extend these conclusions indicating that rates of mother- adolescent conflict decline more than rates of father- adolescent conflict This is not surprising given simi- lar changes in social interaction but it does raise the possibility that the brunt of parent-adolescent rela-

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

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Collins W A amp Laursen B (1992) Conflict and the transi- tion to adolescence In C U Shantz amp W W Hartup (Eds) Corzflict in clzild and adolescent dezlelopnzent (pp 216-241) Cambridge Cambridge University Press

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Furman W amp Buhrmester D (1992) Age and sex differ- ences in perceptions of networks of personal relation- ships Clzild Dezielopment 63 103-115

Galambos N L amp Almeida D M (1992) Does parent- adolescent conflict increase in early adolescence Journal of Marriage and tlze Family 54 737-747

Gecas V amp Seff M A (1990) Families and adolescents A review of the 1980s Journal of Marriage and the Family 52 941-958

Glass G V McGaw B amp Smith M L (1981)Meta-analy-sis in social researdl Beverly Hills CA Sage

Gonzales N A Cauce A M ampMason C A (1996) Inter- observer agreement in the assessment of parental be- havior and parent-adolescent conflict African American mothers daughters and independent observers Child Dezielopment 67 1483-1104

Greene A L amp Grimsley M D (1990) Age and gender differences in adolescents preference for parental ad- vice ]olirnal of Adolescent Research 5 396-413

Hagan M S Hollier E A OConnor T G amp Eisenberg M (1992) Parent-child relationships in nondivorced di- vorced single-mother and remarried families In E M Hetherington amp W G Clingempeel (Eds) Coping with marital transitions A family systems perspective Mono-grapls of tlze Society for Researclz in Child Dezjelopment 57(2-3 Serial No 227)

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Larson R amp Richards M (1994) Divergent realities Tke e~notional lives of nzothers fathers aizd adolescents New York Basic Books

Laursen B (1993) The perceived impact of conflict on ado- lescent relationships Merrill-Palmer Quarterly 39 535- 550

Laursen B amp Collins W A (1994) Interpersonal conflict during adolescence Psychological Bulletin 115 197- 209

Laursen B amp Williams V (1997) Perceptions of interde- pendence and closeness in family and peer relationships among adolescents with and without romantic partners In S Shulman amp W A Collins (Eds) Romantic relatioiz- ships in adolescence Nezv directiotis for ckild developmeizt (pp 3-20) San Francisco Jossey-Bass

Lempers J D amp Clark-Lempers D S (1992) Young mid- dle and late adolescents comparisons of the functional importance of five significant relationships Jourtial of Youtk atid Adolescetice 21 53-96

Maccoby E E (1992) The role of parents in the socializa- tion of children An historical overview Developmental Psychology 28 1006-1017

Mead M (1928) Coinitig o f age iiz Samoa New York Morrow

Molina B S G amp Chassin L (1996) The parent-adolescent relationship at puberty Hispanic ethnicity and parent alcoholism as moderators Developnzental Psychology 32 675-686

Montemayor R (1983) Parents and adolescents in conflict All families some of the time and some families most of the time Journal of Early Adolescence 3 83-103

Montemayor R Eberly M amp Flannery D J (1993) Effects

Laursen Coy and Collins 831

of pubertal status and conversation topic on parent and adolescent affective expression J o ~ ~ r n a lof Early Adoles- cence 13 431-447

Noack P (1993 March) Early adolescents parent-child con-zlersations artd perceizied pubertal statiis Paper presented at the meeting of the Society for Research in Child De- velopment New Orleans

Paikoff R L amp Brooks-Gunn J (1991) Do parent-child relationships change during puberty Psychological B1d- letin 110 47-66

Papini D R Clark S Barnett J K amp Savage C L (1989) Grade pubertal status and gender-related variations in conflictual issues among adolescents Adolescence 24 977-987

Papini D R amp Sebby R A (1988) Variations in conflictual family issues by adolescent pubertal status gender and family member Journal of Early Adolescence 8 1-15

Prinz R J Foster S L Kent R N amp OLeary K D (1979) Multivariate assessment of conflict in distressed and non-distressed mother-adolescent dyads ]o~irrial of Ap- plied Bekaziior Analysis 12 691-700

Rajalu T R (1991) Areas of conflicts between parents and their teenage children lridian Journal of Bekaviollr 1521-29

Robin A L amp Foster S L (1984) Problem-solving com- munication training A behavioral family systems ap- proach to parent-adolescent conflict In P Karoly amp J J Steffen (Eds) Adolescent behavior disorders Fouizdatioizs atid coiztemporary concertis (pp 195-240) Lexington MA Heath

Robin A L ampFoster S L (1989) Negotiatingparent-adoles-cent coizj7ict A bekavioral systems approach New York Guilford

Rosnow R L amp Rosenthal R (1996) Computing con-trasts effect sizes and counternulls on other peoples published data General procedures for research con- sumers Psychological Methods 1 331-340

Savin-Williams R C amp Small S A (1986) The timing of puberty and its relationship to adolescent and parent perceptions of family interactions Developmental Psy- chology 22 342-347

Schoenleber K L (1988) Parental perceptions and empecta- tions and their relationship to parent-child coizf7ict aizd pareti- tal satisfactioti during tlie traizsitioiz to adolescence Unpub-lished PhD thesis University of Minnesota

Schwarzer R (1989) Meta-atialysis programs Berlin Freie University of Berlin

Shantz C U (1987) Conflict between children Child Devel- opment 58 283-305

Sidhu K amp Singh M B (1987) A study of mother-daugh- ter conflicts as perceived by adolescents lndian Psycko- logical Rezliez~l 32(2) 23-29

Silbereisen R K amp Kracke B (1993) Variation in matura- tional timing and adjustment in adolescence In S Jack- son amp H Rodriguez-Tome (Eds) Adolesceizce aizd its so- cial iilorlds (pp 67-94) Hove England Erlbaum

Smetana J G (1989) Adolescents and parents reasoning about actual family conflict Child Developmetit 601052-1067

Smetana J G (1991) Adolescents and mothers evalua-

832 Child Development

tions of justifications for conflicts In R L Paikoff (Ed) Skared views in the family during adolescence New direc- tionsfor chzld developnzent (pp 71-86) San Francisco Jos- sey-Bass

Smetana J G amp Asquith P (1994) Adolescents and par- ents conceptions of parental authority and personal au- tonomy Chlld Development 65 1147-1162

Smetana J G Yau J Restrepo A amp Braeges J L (1991) Adolescent-parent conflict in married and divorced families Developmental Psychology 27 1000-1010

Steinberg L (1987) Impact of puberty on family relations Effects of pubertal status and pubertal timing Develop-mental Psyckology 23 451-460

Steinberg L (1988) Reciprocal relation between parent- child distance and pubertal maturation Developinetltal Psychology 24 122-128

Steinberg L (1990) Autonomy conflict and harmony in

the family relationship In S S Feldman amp G R Elliott (Eds)A t tke threshold The developing adolescent (pp 255- 276) Cambridge MA Harvard University Press

Updegrove A L (1988)Figural developnzent and parent-child relations in early adolescent feniales Unpublished PhD thesis Virginia Commonwealth University

Wierson M Armistead L Forehand R Thomas A M amp Fauber R (1990) Parent-adolescent conflict and stress as a parent Are there differences between being a mother or a father lournal of Family Violence 5 187-197

Wierson M amp Forehand R (1992) Family stressors and adolescent functioning A consideration of models for early and middle adolescents Behavior Tkerapy 23671-688

Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

You have printed the following article

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

httplinksjstororgsicisici=0009-39202819980629693A33C8173ARCIPCA3E20CO3B2-N

This article references the following linked citations If you are trying to access articles from anoff-campus location you may be required to first logon via your library web site to access JSTOR Pleasevisit your librarys website or contact a librarian to learn about options for remote access to JSTOR

References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

httplinksjstororgsicisici=0022-24452819901129523A43C9413AFAAARO3E20CO3B2-M

httpwwwjstororg

LINKED CITATIONS- Page 1 of 2 -

Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -

tionship reorganization falls upon mothers and chil- dren Additionally scholars have asserted that per- ceptions of parent-child conflict differ adolescents describe more conflict than parents and adolescent reports are more consistent with independent obser- vations than parent reports (Gonzales Cauce amp Ma-son 1996) Given that parents underestimate conflict they probably also underestimate the magnitude of its decline and it seems reasonable to assume that changes in the rate of parent-adolescent conflict are closer to the moderate decline described by children than the small decline described by parents Finally scholars have speculated on the possibility of mea- surement bias How conflict is measured may influ- ence how much conflict is measured (Collins amp Laursen 1992 Montemayor 1983) Suspicions that measurement practices moderate changes in the rate of parent-child conflict were confirmed Compared to rating scales frequency measures revealed consider- ably greater declines across adolescence suggesting that the latter is a more sensitive tool than the former Beyond the practical implications for research design these findings imply that the process of transforming parent-adolescent relationships may involve dis-putes too mundane to register on global assessments of conflict

These conclusions must be qualified by the param- eters of the investigation First the operational defi- nition of conflict as behavioral opposition narrowed the scope of the meta-analyses The possibility that other conceptually and empirically distinct con-structs may provide a different developmental pro- file of changes in the parent-adolescent relationship strengthens rather than weakens the argument that such constructs ought to be examined separately Sec- ond the number of research reports available for the meta-analyses was limited Analyses based on a small number of studies or participants are less accu- rate than larger ones although they tend to err by overestimating effect sizes (Wolf 1986) Third the convention of estimating effect sizes as zero for non- significant findings without statistical values limited the contribution of some studies This practice under- estimates effect sizes but it probably did not change the overall pattern of results because such studies were randomly distributed across comparison groups Further the direction and size of these non- significant effects are as likely to cancel one another out as to produce a population effect with a consis- tent direction and meaningful magnitude Finally the limited range of research on the topic prohibited the consideration of several important moderator variables There were too few studies to examine con- textual variables (eg ethnicity) or characteristics

Laursen Coy and Col l ins 829

specific to parents (eg parenting style) and adoles- cents (eg pubertal timing) although there are indi- cations that each exerts a powerful influence over conflict behavior (eg Hagan Hollier OConnor amp Eisenberg 1992 Molina amp Chassin 1996 Savin-Wil- liams amp Small 1986)

As with any meta-analysis the file-drawer prob- lem must be considered Unpublished studies lurk- ing in offices and laboratories may contain results that would alter the conclusions Typically the file- drawer problem results in an overestimation of effect sizes because nonsignificant findings tend not to be published (Hedges amp Olkin 1985) In the current meta-analyses as few as four additional null effects in age comparisons of mid-adolescence and late ado- lescence would alter the parent-child conflict rate population effect such that it would no longer be sta- tistically significant By contrast it would take 47 ad-ditional null effects in age comparisons of early ado- lescence and late adolescence to render the parent- child total conflict population effect nonsignificant In the end the file-drawer problem is unlikely to mask substantial changes in parent-adolescent con- flict because scholars are presumably not hoarding more unpublished studies with significant findings than unpublished studies with null results

We note the importance of differentiating between the rate of conflict and the affective intensity of con- flict The contrasting patterns emerging from these two indices indicate clearly that the generic study of conflict must be replaced by a more precise measure- ment of both The tendency to conflate rate and affect may have contributed to the perception that parent- child conflict rises and falls across adolescence for af- fect does rise and rates do fall but they do so concur- rently rather than successively The conclusion that disagreements between parents and children grow less frequent but more unpleasant across adolescence suggests that as we reconsider patterns of change in parent-adolescent conflict we should also reconsider the mechanisms through which parent-adolescent re- lationships are transformed and the role conflict plays in these relationship alterations

ACKNOWLEDGMENTS

Support for this project was provided to Brett Laursen from the US National Institute of Child Health and Human Development (R29 HD33006) and from a Johann Jacobs Foundation Young Investi- gator Award Thanks are due to Margaret Ferreira Michael Hayes Kim Hernandez Scott Raybin and John Venezia for assisting with the project and to Er- ika Hoff-Ginsberg and Dave Perry for providing

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

REFERENCES

Anderson E R Hetherington E M amp Clingempeel W G (1989) Transformations in family relations at puberty Effects of family context Jolirnal of Early Adolescence 9 310-334

Bandura A (1964) The stormy decade Fact or fiction Psy-chology in the Schools 1 224-231

Blase R S (1989) Adolescents perceptions of conflict and con- flict resolution in three domains of social relationslzips Un-published PhD thesis Wayne State University

Block V (1937) Conflicts of adolescents with their moth- ers Journal of Abnormal Psychology 32 192-206

Buchanan C M Eccles J S amp Becker J B (1992) Are adolescents the victims of raging hormones Evidence for activational effects of hormones on moods and be- havior at adolescence Psychological Bulletin 11162-107

Bulcroft R A (1991) The value of physical change in ado- lescence Consequences for the parent-adolescent ex-change relationship Journal of Yolith and Adolescence 20 89-105

Carlton-Ford S L amp Collins W A (1988 August) Fanzily conflict Dinzensions differential reporting and dezielop-mental differences Paper presented at the meeting of the American Sociological Association Atlanta

Cohen J (1992) A power primer Psyclzological Bulletin 112 155-159

Collins W A (1990) Parent-child relationships in the tran- sition to adolescence Continuity and change in interac- tion affect and cognition In R Montemayor G R Adams amp T P Gullotta (Eds) From clzildhood to adoles- cence A transitional period (pp 85-106) Newbury Park CA Sage

Collins W A amp Laursen B (1992) Conflict and the transi- tion to adolescence In C U Shantz amp W W Hartup (Eds) Corzflict in clzild and adolescent dezlelopnzent (pp 216-241) Cambridge Cambridge University Press

Connor R Johannis T B Jr amp Walters J (1954) Parent-

1References marked with an asterisk () indicate studies in- cluded in the meta-analyses

adolescent relationships Journal of Home Economics 46 183-186

Cooper H M amp Lemke K M (1991) On the role of meta- analysis in personality and social psychology Personal-i ty and Social Psyclzology Bulletin 17 245-251

Csikszentmihalyi M amp Larson R (1984) Being adolescent Conflict and grozoth in the teenage years New York Basic Books

Flannery D J Montemayor R Eberly M Biebelhausen L amp Morabeto J (1991 April) Variations in perceived negative communication between parents and adolescents Paper presented at the meeting of the Society for Re- search in Child Development Seattle

Flannery D J Montemayor R Eberly M amp Torquati J (1993) Unraveling the ties that bind Affective expres- sion and perceived conflict in parent-adolescent interac- tions Journal of Social and Personal Relationships 10 495- 509

Freud S (1962) Three essays on the tlzeory ofsexualiiy (J Stra- chey Trans) New York Basic Books (Original work published 1905)

Furman W amp Buhrmester D (1985) Childrens percep- tions of the personal relationships in their social net- works Developmental Psychology 21 1016-1024

Furman W amp Buhrmester D (1992) Age and sex differ- ences in perceptions of networks of personal relation- ships Clzild Dezielopment 63 103-115

Galambos N L amp Almeida D M (1992) Does parent- adolescent conflict increase in early adolescence Journal of Marriage and tlze Family 54 737-747

Gecas V amp Seff M A (1990) Families and adolescents A review of the 1980s Journal of Marriage and the Family 52 941-958

Glass G V McGaw B amp Smith M L (1981)Meta-analy-sis in social researdl Beverly Hills CA Sage

Gonzales N A Cauce A M ampMason C A (1996) Inter- observer agreement in the assessment of parental be- havior and parent-adolescent conflict African American mothers daughters and independent observers Child Dezielopment 67 1483-1104

Greene A L amp Grimsley M D (1990) Age and gender differences in adolescents preference for parental ad- vice ]olirnal of Adolescent Research 5 396-413

Hagan M S Hollier E A OConnor T G amp Eisenberg M (1992) Parent-child relationships in nondivorced di- vorced single-mother and remarried families In E M Hetherington amp W G Clingempeel (Eds) Coping with marital transitions A family systems perspective Mono-grapls of tlze Society for Researclz in Child Dezjelopment 57(2-3 Serial No 227)

Hall G S (1904) Adolescence Its psychology and its relations to physiology antlzropology sociology sex crime religion and education (Vols 1 and 2) New York Appleton

Hedges L amp Olkin I (1985) Statistical metlzods for meta-analysis San Diego Academic Press

Hill J P (1988) Adapting to menarche Familial control and conflict In M R Gunnar amp W A Collins (Eds) The Minnesota Symposia on Child Psychology Vol 21 Develop-ment during the transition to adolescence (pp 43-77) Hills- dale NJ Erlbaum

Hill J P amp Holmbeck G N (1987) Disagreements about rules in families with seventh-grade girls and boys Jour-nal of Youth arid Adolescence 16 221-246

Hinde R A (1979) Towards urtderstartding relationships New York Academic Press

Holmbeck G N amp Hill J P (1991) Conflictive engage- ment positive affect and menarche in families with sev- enth-grade girls Child Development 62 1030-1048

Inoff-Germain G Arnold G S Nottelmann E D Sus- man E J Cutler G B Jr amp Chrousos G P (1988) Relations between hormone levels and observational measures of aggressive behavior of young adolescents in family interactions Developmental Psychology 24129-139

Johnstone J W C (1975) Social change and parent-youth conflict The problem of generations in English and French Canada Youth and Society 7 3-26

Kahlbaugh P E (1992)Adolescence A study of parent-child iriteractioris and emotiorial development (shame) Unpub-lished PhD thesis Rutgers University

Kahlbaugh P E Lefkowitz E amp Sigman M (1994 Febru- ary) Adolescent etriotionality and family relationships Pa-per presented at the meeting of the Society for Research on Adolescence San Diego CA

Khatri P Voegler M E amp Pandya A (1993 March) Rural Indiari ckildrens perceptioris of tkeir social relationships Pa-per presented at the meeting of the Society for Research in Child Development New Orleans

Larson R amp Richards M (1994) Divergent realities Tke e~notional lives of nzothers fathers aizd adolescents New York Basic Books

Laursen B (1993) The perceived impact of conflict on ado- lescent relationships Merrill-Palmer Quarterly 39 535- 550

Laursen B amp Collins W A (1994) Interpersonal conflict during adolescence Psychological Bulletin 115 197- 209

Laursen B amp Williams V (1997) Perceptions of interde- pendence and closeness in family and peer relationships among adolescents with and without romantic partners In S Shulman amp W A Collins (Eds) Romantic relatioiz- ships in adolescence Nezv directiotis for ckild developmeizt (pp 3-20) San Francisco Jossey-Bass

Lempers J D amp Clark-Lempers D S (1992) Young mid- dle and late adolescents comparisons of the functional importance of five significant relationships Jourtial of Youtk atid Adolescetice 21 53-96

Maccoby E E (1992) The role of parents in the socializa- tion of children An historical overview Developmental Psychology 28 1006-1017

Mead M (1928) Coinitig o f age iiz Samoa New York Morrow

Molina B S G amp Chassin L (1996) The parent-adolescent relationship at puberty Hispanic ethnicity and parent alcoholism as moderators Developnzental Psychology 32 675-686

Montemayor R (1983) Parents and adolescents in conflict All families some of the time and some families most of the time Journal of Early Adolescence 3 83-103

Montemayor R Eberly M amp Flannery D J (1993) Effects

Laursen Coy and Collins 831

of pubertal status and conversation topic on parent and adolescent affective expression J o ~ ~ r n a lof Early Adoles- cence 13 431-447

Noack P (1993 March) Early adolescents parent-child con-zlersations artd perceizied pubertal statiis Paper presented at the meeting of the Society for Research in Child De- velopment New Orleans

Paikoff R L amp Brooks-Gunn J (1991) Do parent-child relationships change during puberty Psychological B1d- letin 110 47-66

Papini D R Clark S Barnett J K amp Savage C L (1989) Grade pubertal status and gender-related variations in conflictual issues among adolescents Adolescence 24 977-987

Papini D R amp Sebby R A (1988) Variations in conflictual family issues by adolescent pubertal status gender and family member Journal of Early Adolescence 8 1-15

Prinz R J Foster S L Kent R N amp OLeary K D (1979) Multivariate assessment of conflict in distressed and non-distressed mother-adolescent dyads ]o~irrial of Ap- plied Bekaziior Analysis 12 691-700

Rajalu T R (1991) Areas of conflicts between parents and their teenage children lridian Journal of Bekaviollr 1521-29

Robin A L amp Foster S L (1984) Problem-solving com- munication training A behavioral family systems ap- proach to parent-adolescent conflict In P Karoly amp J J Steffen (Eds) Adolescent behavior disorders Fouizdatioizs atid coiztemporary concertis (pp 195-240) Lexington MA Heath

Robin A L ampFoster S L (1989) Negotiatingparent-adoles-cent coizj7ict A bekavioral systems approach New York Guilford

Rosnow R L amp Rosenthal R (1996) Computing con-trasts effect sizes and counternulls on other peoples published data General procedures for research con- sumers Psychological Methods 1 331-340

Savin-Williams R C amp Small S A (1986) The timing of puberty and its relationship to adolescent and parent perceptions of family interactions Developmental Psy- chology 22 342-347

Schoenleber K L (1988) Parental perceptions and empecta- tions and their relationship to parent-child coizf7ict aizd pareti- tal satisfactioti during tlie traizsitioiz to adolescence Unpub-lished PhD thesis University of Minnesota

Schwarzer R (1989) Meta-atialysis programs Berlin Freie University of Berlin

Shantz C U (1987) Conflict between children Child Devel- opment 58 283-305

Sidhu K amp Singh M B (1987) A study of mother-daugh- ter conflicts as perceived by adolescents lndian Psycko- logical Rezliez~l 32(2) 23-29

Silbereisen R K amp Kracke B (1993) Variation in matura- tional timing and adjustment in adolescence In S Jack- son amp H Rodriguez-Tome (Eds) Adolesceizce aizd its so- cial iilorlds (pp 67-94) Hove England Erlbaum

Smetana J G (1989) Adolescents and parents reasoning about actual family conflict Child Developmetit 601052-1067

Smetana J G (1991) Adolescents and mothers evalua-

832 Child Development

tions of justifications for conflicts In R L Paikoff (Ed) Skared views in the family during adolescence New direc- tionsfor chzld developnzent (pp 71-86) San Francisco Jos- sey-Bass

Smetana J G amp Asquith P (1994) Adolescents and par- ents conceptions of parental authority and personal au- tonomy Chlld Development 65 1147-1162

Smetana J G Yau J Restrepo A amp Braeges J L (1991) Adolescent-parent conflict in married and divorced families Developmental Psychology 27 1000-1010

Steinberg L (1987) Impact of puberty on family relations Effects of pubertal status and pubertal timing Develop-mental Psyckology 23 451-460

Steinberg L (1988) Reciprocal relation between parent- child distance and pubertal maturation Developinetltal Psychology 24 122-128

Steinberg L (1990) Autonomy conflict and harmony in

the family relationship In S S Feldman amp G R Elliott (Eds)A t tke threshold The developing adolescent (pp 255- 276) Cambridge MA Harvard University Press

Updegrove A L (1988)Figural developnzent and parent-child relations in early adolescent feniales Unpublished PhD thesis Virginia Commonwealth University

Wierson M Armistead L Forehand R Thomas A M amp Fauber R (1990) Parent-adolescent conflict and stress as a parent Are there differences between being a mother or a father lournal of Family Violence 5 187-197

Wierson M amp Forehand R (1992) Family stressors and adolescent functioning A consideration of models for early and middle adolescents Behavior Tkerapy 23671-688

Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

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Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

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References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

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Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

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Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -

830 Child Development

comments on an earlier draft of the manuscript We also extend our appreciation to those scholars who provided additional information about their pub- lished and unpublished research Portions of this study were included in a psychology BA honors the- sis submitted by the second author to the College of Liberal Arts at Florida Atlantic University

ADDRESSES AND AFFILIATIONS

Corresponding author Brett Laursen Department of Psychology Florida Atlantic University 2912 College Avenue Fort Lauderdale FL 33314-7714 e-mail ad- dress LAURSENFAUEDU Katherine C Coy is at the University of Iowa and W Andrew Collins is at the University of Minnesota

REFERENCES

Anderson E R Hetherington E M amp Clingempeel W G (1989) Transformations in family relations at puberty Effects of family context Jolirnal of Early Adolescence 9 310-334

Bandura A (1964) The stormy decade Fact or fiction Psy-chology in the Schools 1 224-231

Blase R S (1989) Adolescents perceptions of conflict and con- flict resolution in three domains of social relationslzips Un-published PhD thesis Wayne State University

Block V (1937) Conflicts of adolescents with their moth- ers Journal of Abnormal Psychology 32 192-206

Buchanan C M Eccles J S amp Becker J B (1992) Are adolescents the victims of raging hormones Evidence for activational effects of hormones on moods and be- havior at adolescence Psychological Bulletin 11162-107

Bulcroft R A (1991) The value of physical change in ado- lescence Consequences for the parent-adolescent ex-change relationship Journal of Yolith and Adolescence 20 89-105

Carlton-Ford S L amp Collins W A (1988 August) Fanzily conflict Dinzensions differential reporting and dezielop-mental differences Paper presented at the meeting of the American Sociological Association Atlanta

Cohen J (1992) A power primer Psyclzological Bulletin 112 155-159

Collins W A (1990) Parent-child relationships in the tran- sition to adolescence Continuity and change in interac- tion affect and cognition In R Montemayor G R Adams amp T P Gullotta (Eds) From clzildhood to adoles- cence A transitional period (pp 85-106) Newbury Park CA Sage

Collins W A amp Laursen B (1992) Conflict and the transi- tion to adolescence In C U Shantz amp W W Hartup (Eds) Corzflict in clzild and adolescent dezlelopnzent (pp 216-241) Cambridge Cambridge University Press

Connor R Johannis T B Jr amp Walters J (1954) Parent-

1References marked with an asterisk () indicate studies in- cluded in the meta-analyses

adolescent relationships Journal of Home Economics 46 183-186

Cooper H M amp Lemke K M (1991) On the role of meta- analysis in personality and social psychology Personal-i ty and Social Psyclzology Bulletin 17 245-251

Csikszentmihalyi M amp Larson R (1984) Being adolescent Conflict and grozoth in the teenage years New York Basic Books

Flannery D J Montemayor R Eberly M Biebelhausen L amp Morabeto J (1991 April) Variations in perceived negative communication between parents and adolescents Paper presented at the meeting of the Society for Re- search in Child Development Seattle

Flannery D J Montemayor R Eberly M amp Torquati J (1993) Unraveling the ties that bind Affective expres- sion and perceived conflict in parent-adolescent interac- tions Journal of Social and Personal Relationships 10 495- 509

Freud S (1962) Three essays on the tlzeory ofsexualiiy (J Stra- chey Trans) New York Basic Books (Original work published 1905)

Furman W amp Buhrmester D (1985) Childrens percep- tions of the personal relationships in their social net- works Developmental Psychology 21 1016-1024

Furman W amp Buhrmester D (1992) Age and sex differ- ences in perceptions of networks of personal relation- ships Clzild Dezielopment 63 103-115

Galambos N L amp Almeida D M (1992) Does parent- adolescent conflict increase in early adolescence Journal of Marriage and tlze Family 54 737-747

Gecas V amp Seff M A (1990) Families and adolescents A review of the 1980s Journal of Marriage and the Family 52 941-958

Glass G V McGaw B amp Smith M L (1981)Meta-analy-sis in social researdl Beverly Hills CA Sage

Gonzales N A Cauce A M ampMason C A (1996) Inter- observer agreement in the assessment of parental be- havior and parent-adolescent conflict African American mothers daughters and independent observers Child Dezielopment 67 1483-1104

Greene A L amp Grimsley M D (1990) Age and gender differences in adolescents preference for parental ad- vice ]olirnal of Adolescent Research 5 396-413

Hagan M S Hollier E A OConnor T G amp Eisenberg M (1992) Parent-child relationships in nondivorced di- vorced single-mother and remarried families In E M Hetherington amp W G Clingempeel (Eds) Coping with marital transitions A family systems perspective Mono-grapls of tlze Society for Researclz in Child Dezjelopment 57(2-3 Serial No 227)

Hall G S (1904) Adolescence Its psychology and its relations to physiology antlzropology sociology sex crime religion and education (Vols 1 and 2) New York Appleton

Hedges L amp Olkin I (1985) Statistical metlzods for meta-analysis San Diego Academic Press

Hill J P (1988) Adapting to menarche Familial control and conflict In M R Gunnar amp W A Collins (Eds) The Minnesota Symposia on Child Psychology Vol 21 Develop-ment during the transition to adolescence (pp 43-77) Hills- dale NJ Erlbaum

Hill J P amp Holmbeck G N (1987) Disagreements about rules in families with seventh-grade girls and boys Jour-nal of Youth arid Adolescence 16 221-246

Hinde R A (1979) Towards urtderstartding relationships New York Academic Press

Holmbeck G N amp Hill J P (1991) Conflictive engage- ment positive affect and menarche in families with sev- enth-grade girls Child Development 62 1030-1048

Inoff-Germain G Arnold G S Nottelmann E D Sus- man E J Cutler G B Jr amp Chrousos G P (1988) Relations between hormone levels and observational measures of aggressive behavior of young adolescents in family interactions Developmental Psychology 24129-139

Johnstone J W C (1975) Social change and parent-youth conflict The problem of generations in English and French Canada Youth and Society 7 3-26

Kahlbaugh P E (1992)Adolescence A study of parent-child iriteractioris and emotiorial development (shame) Unpub-lished PhD thesis Rutgers University

Kahlbaugh P E Lefkowitz E amp Sigman M (1994 Febru- ary) Adolescent etriotionality and family relationships Pa-per presented at the meeting of the Society for Research on Adolescence San Diego CA

Khatri P Voegler M E amp Pandya A (1993 March) Rural Indiari ckildrens perceptioris of tkeir social relationships Pa-per presented at the meeting of the Society for Research in Child Development New Orleans

Larson R amp Richards M (1994) Divergent realities Tke e~notional lives of nzothers fathers aizd adolescents New York Basic Books

Laursen B (1993) The perceived impact of conflict on ado- lescent relationships Merrill-Palmer Quarterly 39 535- 550

Laursen B amp Collins W A (1994) Interpersonal conflict during adolescence Psychological Bulletin 115 197- 209

Laursen B amp Williams V (1997) Perceptions of interde- pendence and closeness in family and peer relationships among adolescents with and without romantic partners In S Shulman amp W A Collins (Eds) Romantic relatioiz- ships in adolescence Nezv directiotis for ckild developmeizt (pp 3-20) San Francisco Jossey-Bass

Lempers J D amp Clark-Lempers D S (1992) Young mid- dle and late adolescents comparisons of the functional importance of five significant relationships Jourtial of Youtk atid Adolescetice 21 53-96

Maccoby E E (1992) The role of parents in the socializa- tion of children An historical overview Developmental Psychology 28 1006-1017

Mead M (1928) Coinitig o f age iiz Samoa New York Morrow

Molina B S G amp Chassin L (1996) The parent-adolescent relationship at puberty Hispanic ethnicity and parent alcoholism as moderators Developnzental Psychology 32 675-686

Montemayor R (1983) Parents and adolescents in conflict All families some of the time and some families most of the time Journal of Early Adolescence 3 83-103

Montemayor R Eberly M amp Flannery D J (1993) Effects

Laursen Coy and Collins 831

of pubertal status and conversation topic on parent and adolescent affective expression J o ~ ~ r n a lof Early Adoles- cence 13 431-447

Noack P (1993 March) Early adolescents parent-child con-zlersations artd perceizied pubertal statiis Paper presented at the meeting of the Society for Research in Child De- velopment New Orleans

Paikoff R L amp Brooks-Gunn J (1991) Do parent-child relationships change during puberty Psychological B1d- letin 110 47-66

Papini D R Clark S Barnett J K amp Savage C L (1989) Grade pubertal status and gender-related variations in conflictual issues among adolescents Adolescence 24 977-987

Papini D R amp Sebby R A (1988) Variations in conflictual family issues by adolescent pubertal status gender and family member Journal of Early Adolescence 8 1-15

Prinz R J Foster S L Kent R N amp OLeary K D (1979) Multivariate assessment of conflict in distressed and non-distressed mother-adolescent dyads ]o~irrial of Ap- plied Bekaziior Analysis 12 691-700

Rajalu T R (1991) Areas of conflicts between parents and their teenage children lridian Journal of Bekaviollr 1521-29

Robin A L amp Foster S L (1984) Problem-solving com- munication training A behavioral family systems ap- proach to parent-adolescent conflict In P Karoly amp J J Steffen (Eds) Adolescent behavior disorders Fouizdatioizs atid coiztemporary concertis (pp 195-240) Lexington MA Heath

Robin A L ampFoster S L (1989) Negotiatingparent-adoles-cent coizj7ict A bekavioral systems approach New York Guilford

Rosnow R L amp Rosenthal R (1996) Computing con-trasts effect sizes and counternulls on other peoples published data General procedures for research con- sumers Psychological Methods 1 331-340

Savin-Williams R C amp Small S A (1986) The timing of puberty and its relationship to adolescent and parent perceptions of family interactions Developmental Psy- chology 22 342-347

Schoenleber K L (1988) Parental perceptions and empecta- tions and their relationship to parent-child coizf7ict aizd pareti- tal satisfactioti during tlie traizsitioiz to adolescence Unpub-lished PhD thesis University of Minnesota

Schwarzer R (1989) Meta-atialysis programs Berlin Freie University of Berlin

Shantz C U (1987) Conflict between children Child Devel- opment 58 283-305

Sidhu K amp Singh M B (1987) A study of mother-daugh- ter conflicts as perceived by adolescents lndian Psycko- logical Rezliez~l 32(2) 23-29

Silbereisen R K amp Kracke B (1993) Variation in matura- tional timing and adjustment in adolescence In S Jack- son amp H Rodriguez-Tome (Eds) Adolesceizce aizd its so- cial iilorlds (pp 67-94) Hove England Erlbaum

Smetana J G (1989) Adolescents and parents reasoning about actual family conflict Child Developmetit 601052-1067

Smetana J G (1991) Adolescents and mothers evalua-

832 Child Development

tions of justifications for conflicts In R L Paikoff (Ed) Skared views in the family during adolescence New direc- tionsfor chzld developnzent (pp 71-86) San Francisco Jos- sey-Bass

Smetana J G amp Asquith P (1994) Adolescents and par- ents conceptions of parental authority and personal au- tonomy Chlld Development 65 1147-1162

Smetana J G Yau J Restrepo A amp Braeges J L (1991) Adolescent-parent conflict in married and divorced families Developmental Psychology 27 1000-1010

Steinberg L (1987) Impact of puberty on family relations Effects of pubertal status and pubertal timing Develop-mental Psyckology 23 451-460

Steinberg L (1988) Reciprocal relation between parent- child distance and pubertal maturation Developinetltal Psychology 24 122-128

Steinberg L (1990) Autonomy conflict and harmony in

the family relationship In S S Feldman amp G R Elliott (Eds)A t tke threshold The developing adolescent (pp 255- 276) Cambridge MA Harvard University Press

Updegrove A L (1988)Figural developnzent and parent-child relations in early adolescent feniales Unpublished PhD thesis Virginia Commonwealth University

Wierson M Armistead L Forehand R Thomas A M amp Fauber R (1990) Parent-adolescent conflict and stress as a parent Are there differences between being a mother or a father lournal of Family Violence 5 187-197

Wierson M amp Forehand R (1992) Family stressors and adolescent functioning A consideration of models for early and middle adolescents Behavior Tkerapy 23671-688

Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

You have printed the following article

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

httplinksjstororgsicisici=0009-39202819980629693A33C8173ARCIPCA3E20CO3B2-N

This article references the following linked citations If you are trying to access articles from anoff-campus location you may be required to first logon via your library web site to access JSTOR Pleasevisit your librarys website or contact a librarian to learn about options for remote access to JSTOR

References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

httplinksjstororgsicisici=0022-24452819901129523A43C9413AFAAARO3E20CO3B2-M

httpwwwjstororg

LINKED CITATIONS- Page 1 of 2 -

Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -

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Laursen B (1993) The perceived impact of conflict on ado- lescent relationships Merrill-Palmer Quarterly 39 535- 550

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Laursen Coy and Collins 831

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Papini D R Clark S Barnett J K amp Savage C L (1989) Grade pubertal status and gender-related variations in conflictual issues among adolescents Adolescence 24 977-987

Papini D R amp Sebby R A (1988) Variations in conflictual family issues by adolescent pubertal status gender and family member Journal of Early Adolescence 8 1-15

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Robin A L amp Foster S L (1984) Problem-solving com- munication training A behavioral family systems ap- proach to parent-adolescent conflict In P Karoly amp J J Steffen (Eds) Adolescent behavior disorders Fouizdatioizs atid coiztemporary concertis (pp 195-240) Lexington MA Heath

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Savin-Williams R C amp Small S A (1986) The timing of puberty and its relationship to adolescent and parent perceptions of family interactions Developmental Psy- chology 22 342-347

Schoenleber K L (1988) Parental perceptions and empecta- tions and their relationship to parent-child coizf7ict aizd pareti- tal satisfactioti during tlie traizsitioiz to adolescence Unpub-lished PhD thesis University of Minnesota

Schwarzer R (1989) Meta-atialysis programs Berlin Freie University of Berlin

Shantz C U (1987) Conflict between children Child Devel- opment 58 283-305

Sidhu K amp Singh M B (1987) A study of mother-daugh- ter conflicts as perceived by adolescents lndian Psycko- logical Rezliez~l 32(2) 23-29

Silbereisen R K amp Kracke B (1993) Variation in matura- tional timing and adjustment in adolescence In S Jack- son amp H Rodriguez-Tome (Eds) Adolesceizce aizd its so- cial iilorlds (pp 67-94) Hove England Erlbaum

Smetana J G (1989) Adolescents and parents reasoning about actual family conflict Child Developmetit 601052-1067

Smetana J G (1991) Adolescents and mothers evalua-

832 Child Development

tions of justifications for conflicts In R L Paikoff (Ed) Skared views in the family during adolescence New direc- tionsfor chzld developnzent (pp 71-86) San Francisco Jos- sey-Bass

Smetana J G amp Asquith P (1994) Adolescents and par- ents conceptions of parental authority and personal au- tonomy Chlld Development 65 1147-1162

Smetana J G Yau J Restrepo A amp Braeges J L (1991) Adolescent-parent conflict in married and divorced families Developmental Psychology 27 1000-1010

Steinberg L (1987) Impact of puberty on family relations Effects of pubertal status and pubertal timing Develop-mental Psyckology 23 451-460

Steinberg L (1988) Reciprocal relation between parent- child distance and pubertal maturation Developinetltal Psychology 24 122-128

Steinberg L (1990) Autonomy conflict and harmony in

the family relationship In S S Feldman amp G R Elliott (Eds)A t tke threshold The developing adolescent (pp 255- 276) Cambridge MA Harvard University Press

Updegrove A L (1988)Figural developnzent and parent-child relations in early adolescent feniales Unpublished PhD thesis Virginia Commonwealth University

Wierson M Armistead L Forehand R Thomas A M amp Fauber R (1990) Parent-adolescent conflict and stress as a parent Are there differences between being a mother or a father lournal of Family Violence 5 187-197

Wierson M amp Forehand R (1992) Family stressors and adolescent functioning A consideration of models for early and middle adolescents Behavior Tkerapy 23671-688

Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

You have printed the following article

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

httplinksjstororgsicisici=0009-39202819980629693A33C8173ARCIPCA3E20CO3B2-N

This article references the following linked citations If you are trying to access articles from anoff-campus location you may be required to first logon via your library web site to access JSTOR Pleasevisit your librarys website or contact a librarian to learn about options for remote access to JSTOR

References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

httplinksjstororgsicisici=0022-24452819901129523A43C9413AFAAARO3E20CO3B2-M

httpwwwjstororg

LINKED CITATIONS- Page 1 of 2 -

Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -

832 Child Development

tions of justifications for conflicts In R L Paikoff (Ed) Skared views in the family during adolescence New direc- tionsfor chzld developnzent (pp 71-86) San Francisco Jos- sey-Bass

Smetana J G amp Asquith P (1994) Adolescents and par- ents conceptions of parental authority and personal au- tonomy Chlld Development 65 1147-1162

Smetana J G Yau J Restrepo A amp Braeges J L (1991) Adolescent-parent conflict in married and divorced families Developmental Psychology 27 1000-1010

Steinberg L (1987) Impact of puberty on family relations Effects of pubertal status and pubertal timing Develop-mental Psyckology 23 451-460

Steinberg L (1988) Reciprocal relation between parent- child distance and pubertal maturation Developinetltal Psychology 24 122-128

Steinberg L (1990) Autonomy conflict and harmony in

the family relationship In S S Feldman amp G R Elliott (Eds)A t tke threshold The developing adolescent (pp 255- 276) Cambridge MA Harvard University Press

Updegrove A L (1988)Figural developnzent and parent-child relations in early adolescent feniales Unpublished PhD thesis Virginia Commonwealth University

Wierson M Armistead L Forehand R Thomas A M amp Fauber R (1990) Parent-adolescent conflict and stress as a parent Are there differences between being a mother or a father lournal of Family Violence 5 187-197

Wierson M amp Forehand R (1992) Family stressors and adolescent functioning A consideration of models for early and middle adolescents Behavior Tkerapy 23671-688

Wolf F M (1986)Meta-analysis Quantitative methods for re- search synthesis Beverly Hills CA Sage

You have printed the following article

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

httplinksjstororgsicisici=0009-39202819980629693A33C8173ARCIPCA3E20CO3B2-N

This article references the following linked citations If you are trying to access articles from anoff-campus location you may be required to first logon via your library web site to access JSTOR Pleasevisit your librarys website or contact a librarian to learn about options for remote access to JSTOR

References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

httplinksjstororgsicisici=0022-24452819901129523A43C9413AFAAARO3E20CO3B2-M

httpwwwjstororg

LINKED CITATIONS- Page 1 of 2 -

Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -

You have printed the following article

Reconsidering Changes in Parent-Child Conflict across Adolescence A Meta-AnalysisBrett Laursen Katherine C Coy W Andrew CollinsChild Development Vol 69 No 3 (Jun 1998) pp 817-832Stable URL

httplinksjstororgsicisici=0009-39202819980629693A33C8173ARCIPCA3E20CO3B2-N

This article references the following linked citations If you are trying to access articles from anoff-campus location you may be required to first logon via your library web site to access JSTOR Pleasevisit your librarys website or contact a librarian to learn about options for remote access to JSTOR

References

Age and Sex Differences in Perceptions of Networks of Personal RelationshipsWyndol Furman Duane BuhrmesterChild Development Vol 63 No 1 (Feb 1992) pp 103-115Stable URL

httplinksjstororgsicisici=0009-39202819920229633A13C1033AAASDIP3E20CO3B2-23

Does Parent-Adolescent Conflict Increase in Early AdolescenceNancy L Galambos David M AlmeidaJournal of Marriage and the Family Vol 54 No 4 (Nov 1992) pp 737-747Stable URL

httplinksjstororgsicisici=0022-24452819921129543A43C7373ADPCIIE3E20CO3B2-K

Families and Adolescents A Review of the 1980sViktor Gecas Monica A SeffJournal of Marriage and the Family Vol 52 No 4 Family Research in the 1980s The Decade inReview (Nov 1990) pp 941-958Stable URL

httplinksjstororgsicisici=0022-24452819901129523A43C9413AFAAARO3E20CO3B2-M

httpwwwjstororg

LINKED CITATIONS- Page 1 of 2 -

Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -

Interobserver Agreement in the Assessment of Parental Behavior and Parent-AdolescentConflict African American Mothers Daughters and Independent ObserversNancy A Gonzales Ana Mari Cauce Craig A MasonChild Development Vol 67 No 4 (Aug 1996) pp 1483-1498Stable URL

httplinksjstororgsicisici=0009-39202819960829673A43C14833AIAITAO3E20CO3B2-W

Conflictive Engagement Positive Affect and Menarche in Families with Seventh-Grade GirlsGrayson N Holmbeck John P HillChild Development Vol 62 No 5 (Oct 1991) pp 1030-1048Stable URL

httplinksjstororgsicisici=0009-39202819911029623A53C10303ACEPAAM3E20CO3B2-F

Conflicts between ChildrenCarolyn Uhlinger ShantzChild Development Vol 58 No 2 (Apr 1987) pp 283-305Stable URL

httplinksjstororgsicisici=0009-39202819870429583A23C2833ACBC3E20CO3B2-I

Adolescents and Parents Reasoning about Actual Family ConflictJudith G SmetanaChild Development Vol 60 No 5 (Oct 1989) pp 1052-1067Stable URL

httplinksjstororgsicisici=0009-39202819891029603A53C10523AAAPRAA3E20CO3B2-7

Adolescents and Parents Conceptions of Parental Authority and Personal AutonomyJudith G Smetana Pamela AsquithChild Development Vol 65 No 4 (Aug 1994) pp 1147-1162Stable URL

httplinksjstororgsicisici=0009-39202819940829653A43C11473AAAPCOP3E20CO3B2-C

httpwwwjstororg

LINKED CITATIONS- Page 2 of 2 -