Examining construct validity of a new naturalistic observational assessment of hand skills for...
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Research Article
Examining construct validity of a new naturalisticobservational assessment of hand skills for preschool- andschool-age children
Chi-Wen Chien,1 Ted Brown2 and Rachael McDonald2,3
1Division of Occupational Therapy, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane,Queensland, 2Department of Occupational Therapy, and 3Centre for Developmental Disability Health Victoria, School ofPrimary Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria,Australia
Background/aim: The Assessment of Children’s HandSkills is a new assessment that utilises a naturalisticobservational method to capture children’s real-life handskill performance when engaged at various types of dailyactivities in everyday living contexts. The Assessment ofChildren’s Hand Skills is designed for use with 2- to 12-year-old children with a range of disabilities or health con-ditions. The study aimed to investigate construct validityof the Assessment of Children’s Hand Skills in Australianchildren.Methods: Rasch analysis was used to examine internalconstruct validity of the Assessment of Children’s HandSkills in a mixed sample of 53 children with disabilities(including autism spectrum disorder, developmental/genetic disorders and physical disabilities) and 85 typi-cally developing children. External construct validity wasexamined by correlating with three questionnaires evaluat-ing daily living skills and hand skills.Results: Rasch goodness-of-fit analysis suggested that all22 activity items and 19 of 20 hand skill items in theAssessment of Children’s Hand Skills measured a single
construct. The Assessment of Children’s Hand Skills itemswere placed in a clinically meaningful hierarchy from easyto hard, and the difficulty range of the items also matchedthe majority of children with disabilities and typicallydeveloping preschool-aged children. Moderate to highcorrelations (0.59 � Spearman’s ρ coefficients � 0.89,P < 0.01) were found with the assessments of daily livingand fine motor skills.Conclusion: This study provided preliminary evidencesupporting the construct validity of the Assessment ofChildren’s Hand Skills for its clinical application inassessing children’s real-life hand skill performance inAustralian contexts.
KEY WORDS child, motor skills, rehabilitation.
Introduction
Problems or difficulties in using the hands are associ-
ated with restriction of children’s participation in daily
life (Jackman & Stagnitti, 2007; Kimmerle, Mainwaring
& Borenstein, 2003). Children with a range of health
conditions can present with hand skill difficulties and
are often referred to occupational therapy services when
they experience participation restriction (Henderson &
Pehoski, 2006; Kimmerle et al., 2003). Effective interven-
tion is critical to minimise children’s hand skill dysfunc-
tion and prevent participation restriction. Accurate
assessment of hand skills in children is essential for
planning and evaluation of such interventions (Buffart,
Roebroeck, Pesch-Batenburg, Janssen & Stam, 2006;
Greaves, Imms, Dodd & Krumlinde-Sundholm, 2010).
A number of standardised instruments are used to
assess children’s hand skills, such as the fine motor sub-
scale of the Peabody Developmental Motor Scales-
Second Edition (Folio & Fewell, 2000). However, these
assessments are usually completed in standardised test-
ing environments, they assess children’s capacity in
contrast to real-life performance (i.e. what a child can
Chi-Wen Chien PhD, MEd(Hons), BSc(OT); PostdoctoralResearch Fellow. Ted Brown AccOT, OTR, OT(C), PhD,MSc, MPA, OT(Hons), BSc; Associate Professor. RachaelMcDonald PhD, GCHE, PGDip, BAppSc(OT); Senior Lec-turer.
Correspondence: Chi-Wen Chien, Division of OccupationalTherapy, School of Health and Rehabilitation Sciences, TheUniversity of Queensland, Brisbane, Qld 4072, Australia.Email: [email protected]
The study was carried out when Chi-Wen Chien was adoctoral student at Monash University.
Accepted for publication 18 January 2012.
© 2012 TheAuthorsAustralianOccupational Therapy Journal© 2012OccupationalTherapyAustralia
Australian Occupational Therapy Journal (2012) 59, 108–120 doi: 10.1111/j.1440-1630.2012.00997.x
do rather than what he/she does do with their hands;
World Health Organization, 2001). To address this issue,
assessments that reflect children’s ecologically based,
real-life hand skill performance in natural contexts have
been developed, allowing the evaluation of children’s
participation affected by hand skill difficulties. At
present, these instruments such as the Assisting Hand
Assessment (Krumlinde-Sundholm, Holmefur, Kottorp
& Eliasson, 2007) and ABILHAND-Kids (Arnould, Penta,
Renders & Thonnard, 2004) are only available for use
with children with cerebral palsy or those with unilateral
hand dysfunction. The assessments are also limited to
play or self-care domains of activities and therefore may
not be generalisable to other activity contexts.
The Assessment of Children’s Hand Skills (ACHS;
Chien, Brown & McDonald, 2010) is a newly developed
instrument designed for use with 2- to 12-year-old chil-
dren to capture real-life hand skill performance in a
range of childhood activities (e.g. play, educational and
self-care activities). The ACHS includes 20 hand skill
items that are rated by using a 6-level rating scale based
on the effectiveness of children’s hand use. These items
cover a range of representative hand skills that all chil-
dren may exhibit, such as reaching for, grasping or
manipulating objects and bimanual use. To enable eval-
uation and scoring of these hand skill items, 22 activity
items used to elicit the observation of hand skills are
also included in the ACHS. These activities are repre-
sentative of typical childhood occupations ranging
across different difficulty/ability levels and three
domains of leisure and play, school/education and
activities of daily living. Thus, the ACHS has potential
for being used to elicit hand skill performance in chil-
dren with a range of disabilities or health conditions
and at different age levels. More information about the
development, test items and rating scale of the ACHS is
detailed in the Appendix, and a research version of test
manual can be requested by direct contact with the
authors.
The ACHS uses a naturalistic observational approach
to evaluate how effective children are at using their hand
skills when engaged in some of the 22 selected activities
within real-life contexts. Thus, this assessment concept
reflects ecologically based measurement. However, it is
demanding and not necessary to observe children com-
pleting all of the activities included in the ACHS. A par-
ent- and caregiver-report questionnaire has therefore
been developed as part of the ACHS to provide family
centred input and assist in the selection of appropriate
activities for observations of individual children (Chien
et al., 2010). This questionnaire is used to obtain the
parent’s and caregiver’s perceptions regarding, which
activities are difficult for the child to perform and the
best environment(s) in which to observe selected activi-
ties. On the basis of the parent- and caregiver-report
results, occupational therapists are able to estimate the
challenging level of the activities, select at least 2–3
appropriate challenging activities out of the 22 available
activities, and observe and rate the child performing
these selected activities in real-life contexts.
The content validity of the ACHS was established
through review of the literature and existing hand skill-
related instruments, international experts’ review and
pilot field testing of six children with and without dis-
abilities (Chien et al., 2010). A reliability study was con-
ducted in a group of 54 children with and without
disabilities in Australia (Chien et al., 2010). The ACHS
test–retest reliability in a two-week interval was deemed
satisfactory at the individual item level (0.42 � j-val-ues � 0.79) and total scale level (Pearson’s r coeffi-
cient = 0.85, P < 0.01). Moderate inter-rater agreement
between the test developer and a new graduate thera-
pist was also found at the total scale level (r = 0.79,
P < 0.01). Several individual items exhibited limited
inter-rater agreement and, accordingly, the descriptions
of these items and the scope of rater training were
revised or enhanced (Chien et al., 2010). Validation of
the assessment construct (i.e. internal construct validity)
was examined by applying Rasch measurement analysis
to data from a group of Taiwanese children with and
without disabilities. Internal construct validity of the
ACHS could be achieved after removing one hand skill
item (Chien, Brown & McDonald, 2011). External con-
struct validity (e.g. concurrent, convergent and diver-
gent validity) of the ACHS has not yet been evaluated
by correlating the ACHS with other measures/vari-
ables.
The aim of this study was to investigate the construct
validity of the ACHS when used in a group of Austra-
lian children. Although the internal construct of the
ACHS has been verified in a group of Taiwanese chil-
dren, the evidence cannot be readily generalised to chil-
dren in other cultures and contexts, as cultural factors
may influence the validity of a hand skill test (Chow,
Henderson & Barnett, 2001; Henderson & Pehoski,
2006). Therefore, this study examined the internal con-
struct validity of the ACHS in a group of Australian
children with and without disabilities. Furthermore, the
correlation of the ACHS with other assessments related
to hand skills was examined as additional evidence for
its external construct validity. Further understanding of
the construct validity of the ACHS provides added evi-
dence for this new instrument before it is introduced
into occupational therapy practice.
Method
Participants
A total of 138 Australian children aged 2–12 years (mean
age = 6 years 11 months (SD = 2 years 10 months))
were recruited in this study between May and Novem-
ber 2008. Fifty-three (38.4%) of the participants were
children with disabilities (34 males, 19 females; mean
© 2012 The AuthorsAustralian Occupational Therapy Journal © 2012 Occupational Therapy Australia
ASSESSMENT OF CHILDREN’S HAND SKILLS 109
age = 8 years (SD = 2 years 3 months)), who were
recruited using convenience sampling from special
developmental schools around Melbourne if they pre-
sented with hand skill difficulties according to parents’,
caregivers’ or therapists’ reports. Diagnoses included
autism spectrum disorder (n = 19), developmental disor-
ders (e.g. developmental delay, n = 15), genetic/chromo-
some disorders (e.g. Down syndrome, n = 12) and
neuromuscular disorders (e.g. cerebral palsy or brachial
plexus birth palsy, n = 7). Eighty-five (61.6%) were typi-
cally developing children (41 males, 44 females; mean
age = 6 years 3 months (SD = 3 years)) who had no his-
tory of known disorders and were recruited from local
childcare centres and schools in the south of Greater
Melbourne. As the ACHS is conceptually based on a gen-
eric hand skill framework (Chien, Brown & McDonald,
2009) that can be applied to all children regardless of
health conditions, the combination of those children with
and without disabilities were used to examine its con-
struct validity.
Ethical approval for the study was granted by the
Monash Standing Committee on Ethics in Research
Involving Humans (2008000013-CF08/0139), the Depart-
ment of Education and Early Childhood Development
(ADD/08/6248 and SOS003803) and committees of the
participating childcare centres and schools. Written
consent was obtained from the participants’ parents and
caregivers.
Procedures
The participants’ parents and caregivers completed the
ACHS questionnaire before the observations were con-
ducted. On the basis of the obtained information, one
rater (i.e. the first author) observed each participant’s
hand skill performance, whereas undertaking appropri-
ate challenging activities (i.e. those rated as ‘difficult’ by
the parents and caregivers). The selection of these activ-
ities for the ACHS observations was also based on the
rater’s judgment on which activities could be observed
in the environment(s) that the parents and caregivers
specified as relevant. In this study, each child was
observed in performing as many appropriate activities
as possible to gather maximum information for the pur-
pose of examining the construct validity of the ACHS.
For typically developing children, age-appropriate activ-
ities were also observed if their parents and caregivers
reported no or few activities difficult for their child to
perform. These ACHS observations were conducted
within the children’s real-life environments, such as
homes, childcare centres, kindergartens or school set-
tings. The 6-level rating scale was used by the rater to
score the effectiveness of each hand skill item in the
children with and without disabilities during the ACHS
observations (see Appendix for detailed rating scale
information and scoring interpretation).
The participants’ parents and caregivers were also
invited to complete two additional questionnaires
together with the ACHS questionnaire. One was the
Personal Living Skills subscale of the Vineland Adap-
tive Behaviour Scales (VABS; Sparrow, Bella & Cicchetti,
1985), given to all participants. The other was the VABS
Fine Motor Skills subscale for children younger than six
years, or the Developmental Coordination Disorder
Questionnaire (DCDQ; Wilson, Kaplan, Crawford,
Campbell & Dewey, 2000) for children over six years.
Instrumentation
The two subscales (i.e. Personal Living Skills and Fine
Motor Skills) of the VABS and the DCDQ were included
in this study with the ACHS. These assessments sought
information about children’s hand skill use in certain
self-care, play or handwriting activities and they also
reflected the assessment of hand skill performance in
children’s real-life contexts. Therefore, these assess-
ments were expected to measure constructs similar to
the ACHS and were used to examine the external con-
struct validity of the ACHS.
The VABS Personal Living Skills subscale includes 36
items that assess the performance of children’s eating,
drinking, toileting, grooming, appearance, health care
and dressing. The Fine Motor Skills subscale contains 13
items that are related to object manipulation, drawing
and scissor use. Each item is rated on a 3-point scale, and
total raw scores range from 0 to 72 (Personal Living Skills
subscale) and 0 to 26 (Fine Motor Skills subscale). Higher
total scores indicate better personal living or fine motor
skills. The DCDQ contains 17 items that rate the degree of
children’s coordination in movement control, gross
motor/planning and fine motor/handwriting on a 4-
point scale. The possible total score ranges from 5 to 85
and, additionally, a factor score (ranging from 5 to 20)
obtained from the four items related to fine motor/hand-
writing can be calculated. Both the VABS and DCDQ have
been reported as being valid and reliable (Rosenbaum, Sa-
igal, Szatmari & Hoult, 1995; Sparrow et al., 1985; Wilson
et al., 2000). In this study, the raw scores for both the two
VABS subscales and DCDQwere used for analysis.
Statistical analysis
Internal construct validity of the ACHS was assessed
using Rasch measurement analysis, which expects that
easy items are easy for all children and that more able
children are more apt to receive higher test scores than
are less able children (Bond & Fox, 2007). Rasch analy-
sis provides unique examination of different aspects of
a test’s internal construct validity, particularly unidi-
mensionality (i.e. the extent to which items in a test
measure a single construct; Bond & Fox, 2007; Lim,
Rodger & Brown, 2009). The person response validity
(i.e. the extent to which the responses of participants
demonstrate logical hierarchical ordering) can be also
examined (Fisher, Bryze & Atchison, 2000). Rasch analy-
sis has been increasingly used to evaluate the integrity
of existing children’s hand skill-related outcome
© 2012 The AuthorsAustralian Occupational Therapy Journal © 2012 Occupational Therapy Australia
110 C.-W. CHIEN ET AL.
measures in rehabilitation and healthcare fields (Arnould
et al., 2004; Chien & Bond, 2009; Krumlinde-Sundholm
et al., 2007; Wallen, Bundy, Pont & Ziviani, 2009).
In this study, data were analysed with the Many-
Faceted Rasch model using the FACETS software (Lina-
cre, 2009). The Many-Faceted Rasch model allows the
effects of additional factors, known as facets, to be
accounted for in the estimate of person ability and item
difficulty (Bond & Fox, 2007). In the ACHS, a child’s
observational assessments involve several of the 22
activities, presenting with different challenge levels. The
challenge levels of the activity items were considered as
an important facet as they may affect the measurement
estimation when children performed the activities with
different challenging demands. In other words, a child
may demonstrate distinct effectiveness levels of hand
skills when folding paper into an airplane (perhaps a
more challenging activity) or just drinking water from a
cup. Therefore, the Many-Faceted Rasch model was used
for analysis of the ACHS data, in which one facet (chal-
lenge levels of activity items) was considered besides the
facets of children’s abilities and difficulty levels of hand
skill items. Furthermore, the ACHS is a rater-based
assessment. Although this study included only one rater,
the Many-Faceted Rasch model will also be used to
investigate rater severity when more raters are involved
in the ACHS observations in future research.
Rasch analysis of the ACHS was begun with the eval-
uation of its unidimensionality and person response
validity by goodness-of-fit statistics. The goodness-of-fit
statistics represented how well the participating chil-
dren as well as the ACHS activity items and hand skill
items fit with the Rasch model’s expectations. Items
were deemed to fit the model if the infit and outfit
mean of squared residuals (MnSq) were < 1.4 and their
standardised Z-values (Zstd) were < 2.0 for both ACHS
items and participating children. These criteria have
been suggested as acceptable and have been commonly
used for clinical observational assessments in published
literature (Bond & Fox, 2007; Krumlinde-Sundholm
et al., 2007). Person response validity can be established
when data from 95% of children exhibit acceptable
goodness-of-fit and, similarly, unidimensionality is indi-
cated when 95% of activity and hand skill items demon-
strate acceptable fit (Fisher et al., 2000). Items or
children presenting with infit and outfit MnSq > 1.4 as
well as Zstd > 2.0 were considered as misfitting and
removed from subsequent analyses.
The remaining acceptable fit activity and hand skill
items were placed along a hierarchical order according
to their difficulty calibrations (expressed in logits, also
known as log-odds probability units) that were gener-
ated by Rasch analysis. Whether the Rasch-generated
item-difficulty ordering in the ACHS conformed to clini-
cal reasoning was then examined to provide additional
evidence for internal construct validity. In addition, the
researchers examined how well the ACHS activity/
hand skill items targeted (or encompassed) the ability
range of the participating children with mixed disabili-
ties and health conditions, by inspecting the Rasch-
generated item-person map. In this map, children and
ACHS activity or hand skill items are displayed along
the same linear continuum, allowing the investigation
of the extent to which items are of appropriate difficulty
for the sample.
The external construct validity of the ACHS was
assessed through correlation analyses with the DCDQ
and VABS Personal Living Skills and Fine Motor Skills
subscales. The Rasch-transformed children’s ability esti-
mates (i.e. the logit scores) on the ACHS were used to
correlate with the raw scores of these VABS and DCDQ
assessment results. Spearman’s ρ correlation coefficients
were used with the interpretations: � 0.75, high rela-
tionship; range from 0.50 to 0.74, moderate relationship;
and � 0.49, weak relationship (Portney & Watkins,
2000). To examine whether there was consistency in the
correlation results across the children with different
characteristics, three correlation analyses were per-
formed. One was conducted with all the participating
children (typically developing and disability groups
combined), another with the typically developing group
only, and the other with the disability group only.
Results
A total of 764 observational assessments were obtained
from the group of 138 participating children. The obser-
vational assessments were spread relatively evenly
among three activity domains of leisure and play
(31.3%), school/education (40.6%) and activities of daily
living (28.1%). Approximately two-thirds (60.0%) of the
assessments were with regard to typically developing
children and half (53.6%) were from boys. Each activity
category comprised at least 20 observational assess-
ments (mean = 34.7; SD = 13.6) for analysis.
Internal construct validity: Rasch analysisresults
The results of Rasch goodness-of-fit analysis initially
found that overall response patterns of 12 (8.7%) partici-
pating children (five typically developing children and
seven with known disabilities) were identified as misfit
to the Rasch model’s expectations. Given that this rate
was higher than expected, a detailed investigation was
conducted to examine the overall percentage of all the
misfitting responses on the ACHS. A total of 642 out of
11262 responses were identified as unexpected, and the
misfitting response rate (5.7%) remained slightly higher
than the acceptable rate of 5%. Therefore, a decision was
made to eliminate four misfitting children who demon-
strated extreme misfit by the criteria of infit and outfit
MnSq > 2.0 with Zstd > 2.0. The extreme misfit indi-
cated that the four children exhibited double the magni-
tude of unexpected responses as the Rasch analysis
© 2012 The AuthorsAustralian Occupational Therapy Journal © 2012 Occupational Therapy Australia
ASSESSMENT OF CHILDREN’S HAND SKILLS 111
predicted (Bond & Fox, 2007). Particularly, three were
children with disabilities who exhibited a total number
of 55 unexpected responses (ranging from 14 to 24 for
each child), and the other one was a typically develop-
ing child, but she also exhibited as high as 10 unex-
pected responses. The four extremely misfitting children
were thus removed due to their potential threat for the
ACHS item fit analysis. The reduced group of 134 chil-
dren, 94% of whom demonstrated acceptable fit, was
used in the subsequent Rasch analyses.
With regard to the Rasch analysis results of the
ACHS items, all of the 22 activity items were found to
demonstrate acceptable goodness-of-fit (Table 1). How-
ever, 2 (10%) of the 20 hand skill items (i.e. Catch and
Manual gesture) exhibited misfit to the Rasch model’s
expectations (Table 2). Considering that the Catch hand
skill item had the worst misfit, this item was removed
from the ACHS and Rasch analysis was repeated. The
Manual gesture item still failed to fit the model’s expec-
tation, but all the activity items continued to fit after
removing the Catch skill item. This resulted in the
reduced ACHS having 19 hand skill items, of which
94.7% of the hand skill items overall had acceptable fit,
and the 22 activity items demonstrated acceptable
fit. These data provide evidence for unidimensionality
of the ACHS, and the 19 hand skill items and 22 activity
items were used for subsequent analyses.
A logical hierarchical ordering was found for the
activity and hand skill items of the reduced ACHS
TABLE 1: Measures and fit statistics for the 22 activity items
of the Assessment of Children’s Hand Skills
Activity
items Measure SE
Infit
MnSq
Infit
Zstd
Outfit
MnSq
Outfit
Zstd
Leisure and play domain
Block �0.36 0.10 0.9 �1.2 0.9 �0.7
Puzzle �0.35 0.09 0.9 �0.9 1.0 �0.4
Bead �0.20 0.11 0.8 �2.4 0.8 �2.2
Ball �0.20 0.07 1.2 3.9 1.2 2.2
Card 0.77 0.11 1.1 1.3 1.3 2.4
Clay �0.28 0.10 0.8 �2.9 0.8 �3.0
Fold paper 1.23 0.10 0.9 �1.5 0.8 �2.1
Handle
money
0.52 0.09 0.9 �0.9 1.0 0.1
School/education domain
Turn book �1.22 0.10 1.2 2.2 1.3 3.2
Draw 0 0.06 0.9 �1.7 0.9 �1.3
Write 0 0.09 1.0 �0.3 0.9 �1.1
Cut paper 0.83 0.07 1.0 �0.5 1.0 �0.1
Paste 0.53 0.09 0.7 �4.1 0.7 �3.2
Computer 0.55 0.11 1.0 0.4 0.9 �0.7
Ruler use 0.93 0.12 1.2 2.1 1.0 0.2
Put on
backpack
�0.51 0.11 1.1 1.4 1.1 1.3
Activities of daily living domain
Drink �1.55 0.09 1.0 0 1.0 �0.4
Eat �0.46 0.07 1.0 �0.4 0.9 �1.2
Dress 0.12 0.09 1.2 1.7 1.0 0.2
Put on
shoes
0.12 0.11 1.3 3.8 1.2 1.7
Wash
hands
�0.85 0.08 0.8 �2.4 0.7 �3.0
Brush
teeth
0.38 0.12 1.1 1.4 1.1 1.3
SE, standard error of the mean; MnSq, mean of squared
residuals; Zstd, standardised Z.
TABLE 2: Hierarchical ordering, measures and fit statistics for
the 20 hand skill items of the Assessment of Children’s Hand
Skills
Hand skill
items† Measure SE
Infit
MnSq
Infit
Zstd
Outfit
MnSq
Outfit
Zstd
Hold �2.37 0.09 0.9 �2.3 0.8 �1.9
Reach �2.05 0.08 0.7 �6.7 0.6 �4.4
Release �1.56 0.08 0.9 �2.6 0.9 �1.0
Manual gesture �1.28 0.16 1.5 4.0 1.6 3.4
Grasp �1.12 0.08 0.9 �1.6 0.9 �1.3
Carry �1.09 0.08 0.8 �4.3 0.7 �3.6
Body contact
hand skills
�0.85 0.14 1.1 0.6 1.1 0.4
Transfer �0.63 0.09 0.7 �4.9 0.7 �3.6
Turn �0.40 0.07 0.9 �2.6 0.9 �2.3
Pace �0.24 0.07 1.1 2.2 1.2 2.5
Use both hands
simultaneously
�0.19 0.10 1.1 1.0 1.1 0.6
Stabilise �0.13 0.08 1.2 3.7 1.2 2.3
Isolated finger
movement
�0.12 0.07 1.1 1.3 1.1 1.6
Accuracy 0.12 0.07 1.2 3.1 1.2 3.6
Move 0.78 0.08 1.2 2.4 1.2 2.8
Use both hands
cooperatively
1.19 0.08 1.1 1.0 1.1 0.8
In-hand
manipulate
1.65 0.09 1.3 3.2 1.2 2.8
Movement
quality
1.73 0.07 0.8 �3.0 0.9 �1.6
Throw 2.05 0.22 1.3 1.6 1.5 2.2
Catch 4.51 0.22 2.7 6.1 2.8 6.2
Note: The misfitting items were highlighted in bold.
†The items are arranged in a hierarchical order from
easy (i.e. minus values) to difficult (i.e. positive values).
SE, standard error of the mean; MnSq, mean of squared
residuals; Zstd, standardised Z.
© 2012 The AuthorsAustralian Occupational Therapy Journal © 2012 Occupational Therapy Australia
112 C.-W. CHIEN ET AL.
based on Rasch-generated difficulty levels (Fig. 1). Fold
paper and Ruler use were the two most difficult activi-
ties that required more complex use of the hands than
the easier activities (e.g. Turn book, Wash hands and
Drink activities). Likewise, the four most advanced
hand skills (e.g. Throw, In-hand manipulate, Movement
quality and Use both hands cooperatively) were
expected to be harder to complete than the Hold,
Release and Reach skills in children’s developmental
trajectories. Thus, both the activity and hand skill item-
difficulty hierarchies were deemed correspondent with
clinical experience.
The inspection of the item-person map (via Fig. 1)
revealed a wide distribution of the participating chil-
dren’s ability measures from �7.2 to 11.3 logits (a range
of 18.5 logits), but a narrower difficulty range for the
activity items (2.9 logits, from �1.6 to 1.3) and the hand
skill items (4.5 logits, from �2.2 to 2.3). No activities for
hand skill items existed, which presented suitable diffi-
culty for highly capable children on the top of Figure 1
(i.e. the typically developing and school-age children).
However, the ACHS’s item-difficulty coverage (particu-
larly for hand skill items) was found to be sufficient for
the majority of the children diagnosed with disabilities
or at preschool age (see Fig. 1).
External construct validity: Correlation withother measures
The correlations of the ACHS with the two VABS sub-
scales and the DCDQ are summarised in Table 3. Signif-
icantly high or moderate correlations (0.58 � ρ � 0.89,
P < 0.01) were found consistently between most assess-
ments on children with and/or without disabilities.
There were only weak correlations between the ACHS
and DCDQ for the typically developing children
(ρ � 0.49). Furthermore, the ACHS results of the chil-
dren with disabilities did not correlate with their chro-
nological ages (Pearson’s r coefficient = 0.09), but were
highly correlated with age in the typically developing
group of children (r = 0.96, P < 0.01).
Discussion
This study used Rasch measurement analysis to examine
internal construct validity of the ACHS with a group of
Australian children who are typically developing or
present with disabilities. The rate of the participating
children’s hand skill response patterns that fit with Ras-
ch model was marginally below expected. This provides
preliminary support for person response validity of the
ACHS. However, the high number of children (n = 12)
whose data were misfitting detracted from evidence for
the validity of the ACHS. Particularly, 5 (41.6%) of these
12 children had a clinical diagnosis of autism spectrum
disorder. A high proportion (28.2%) of unexpected
responses among participating children was related to
this diagnosis group. These children with autism spec-
trum disorder were found to have large numbers of
misfitting ratings (� 15) on hand skill items assessing
general quality (i.e. Pace and Accuracy) and easier activ-
ity items (e.g. Eat, Wash hands and Turn book). It is pos-
sible that children in this diagnostic group may perform
FIGURE 1: Item-person map for difficulty calibration of 22 activity items and 19 hand skill items with ability measures of 134 children.
Higher measures indicate higher item difficulty and higher child’s ability. Underlined child labels indicate typically developing preschool-
age children and highlighted labels indicate children with disabilities. The remaining are typically developing school-age children.
© 2012 The AuthorsAustralian Occupational Therapy Journal © 2012 Occupational Therapy Australia
ASSESSMENT OF CHILDREN’S HAND SKILLS 113
unexpectedly poorly on those easier activities because of
their stereotypical or inefficient hand use (e.g. with inac-
curacy or slow pace). Further research is needed to
determine if this kind of diagnosis-specific response pat-
tern exists in children with autism spectrum disorder,
since the present study cannot confirm the pattern due
to a small group of these children.
The goodness-of-fit analysis of the ACHS identified
no misfitting activity items, but two misfitting skill
items, Catch and Manual gesture. A previous study
(Chien et al., 2011) also found that the Catch item,
when completed by Taiwanese children, did not fit the
Rasch model. Although conceptually related to hand
use (i.e. using the arms and hands to stop a moving
ball and hold it), evaluation of the Catch skill item
could be affected by the children’s fear or inexperience
in catching balls. Moreover, the raters may have had
difficulty in gauging whether children’s unsuccessful
catches were contributed to playmates who threw the
balls with too much force. Thus, it was decided that
the Catch skill item be removed from the ACHS when
the data of Australian children were analysed. How-
ever, this skill item may be included (but not scored)
in the ACHS observations given that examining chil-
dren’s catching skills is of clinical importance. In con-
trast, the Manual gesture item was retained in analysis
of the ACHS data because the 95% acceptable fit rate
of the ACHS skill items was approximated and the
item did not exhibit misfit in the previous study with
Taiwanese children (Chien et al., 2011). It was also con-
sidered important that a considerable proportion
(13.8%) of children with autism spectrum disorder
were included in this Australian sample. The stereo-
typed hand/finger movements associated with this
diagnostic group may be falsely rated as ineffective
manual gesturing during the ACHS observations, even
though the children’s other hand skills were accept-
able. Therefore, a conservative decision to retain the
Manual gesture item was made.
The activity and hand skill items of the ACHS were
found to exhibit a difficulty hierarchy in agreement
with general clinical expectations. According to Brown
(2010) and Lim et al. (2009), this logical hierarchy could
be viewed as evidence for the internal construct validity
of the ACHS. The item-difficulty hierarchical structures
hold further promise for clinicians to use when analy-
sing children’s hand skill patterns or targeting interven-
tion to achieve hand skills at higher levels on the
hierarchy. However, Rasch analysis revealed a narrow
range of ACHS item difficulty and inadequate targeting
of items to assess more capable children. The problem
may be partially related to the removal of the most dif-
ficult hand skill item in the ACHS (i.e. the Catch item
in Table 2). Future studies could consider the addition
of new and more challenging activities/hand skills to
enable the ACHS to be used with typically developing,
school-age children and discriminate them from those
who present with mild hand skill problems. In the
meantime, it is suggested that the current version of the
ACHS remains sufficient for use with Australian pre-
school-aged children and those presenting with disabili-
ties.
Preliminary evidence of the external construct validity
of the ACHS was demonstrated by the associations with
other hand skills and daily functional assessments. Con-
sistent results were also evident in the combined or sepa-
rated analyses of the typically developing and disability
groups of children. The only exception was the weak cor-
relation between the ACHS and the DCDQ in typically
developing children. This is possibly because the DCDQ
TABLE 3: Correlation of the Assessment of Children’s Hand Skills with the Vineland Adaptive Behaviour Scales and the Developmental
Coordination Disorder Questionnaire, presented as Spearman’s ρ coefficients
Instruments†
Assessment of Children’s Hand Skills
Total sample
Typically developing
group Disability group
VABS
Personal Living Skills subscale 0.87* (n = 127) 0.89* (n = 79) 0.77* (n = 48)
Fine Motor Skills subscale 0.64* (n = 62) 0.59* (n = 46) 0.66* (n = 16)
DCDQ
Total score 0.79* (n = 54) 0.49* (n = 29) 0.62* (n = 25)
Fine motor/handwriting factor‡ 0.76* (n = 54) 0.27 (n = 29) 0.58* (n = 25)
*Indicates significance at P < 0.01.
†The raw scores of both the Vineland Adaptive Behaviour Scales (VABS) and the Developmental Coordination Dis-
order Questionnaire (DCDQ) were used in the correlation analysis.
‡The fine motor/handwriting factor score of the DCDQ was also used for this analysis, as the score provided spe-
cific information related to hand skills.
© 2012 The AuthorsAustralian Occupational Therapy Journal © 2012 Occupational Therapy Australia
114 C.-W. CHIEN ET AL.
is a screening questionnaire and the included activities
would therefore be easy for children who do not have dif-
ficulty using their hands. In addition, the weak correla-
tion between hand skill performance and age of the
children with disabilities was found in this study. This
accorded with previous findings (Krumlinde-Sundholm
et al., 2007) that age may not be an important factor in
assessing the hand skill performance of children diag-
nosed with disability and could be used as additional evi-
dence for external construct validity (particularly the
divergent validity) of the ACHS.
Implications for occupational therapypractice
Given current and previous evidence for construct
validity, the ACHS presents a new option for occupa-
tional therapists who want to assess children’s real-life
hand skill performance. The ACHS, being a naturalistic
observation tool, can be carried out in children’s homes
or schools when they are engaged in certain everyday
activities contained in the ACHS. The results obtained
from the ACHS provide criterion-referenced, descriptive
information about the children’s current hand skills. For
example, in the block playing activity, a child with an
intellectual disability may reach for and grasp the
LEGO blocks effectively (rated as level 5), but demon-
strate slightly ineffective in-hand manipulation (e.g.
rotating the blocks in the hand, rated as level 3) and
ineffective cooperative two-hand use (e.g. assembling
the blocks together, rated as level 2). This information is
useful for occupational therapists to analyse children’s
hand skill problems, approach assessment results and
guide treatment planning. For instance, the information
generated by the ACHS may assist in selecting further
instruments that specifically assess the identified prob-
lematic hand skill components. Furthermore, therapists
could use the ACHS results (i.e. those hand skills rated
as slightly inefficient or lower) as a basis to design
appropriate interventions and/or environmental adapta-
tions that promote children’s hand skill use, whereas
engaging in specific activities.
Study limitations
There are several limitations of this study. First, a con-
venient sample was recruited, in which fewer children
with disabilities were included. Second, the sample size
was also relatively small in several portions of the cor-
relation analyses. These may limit the generalisability of
the study’s results. Future studies that involve a larger
group of children with and without disabilities are
needed to confirm the construct validity of the ACHS,
particularly whether the Catch skill item is consistently
identified as misfit. In addition, the misfitting Manual
gesture item was not removed when generating the
ACHS scores, but more replication studies are needed
to explore the impact of retention of this item on the
internal structure of the ACHS.
Future directions for the ACHS
The ACHS is currently under re-investigation and
refinement. A study to explore the feasibility of video-
recoding ACHS observations for clinical and research
purposes and to investigate inter-rater and test–retestreliability is underway. The ACHS will also be exam-
ined in a larger group of children with disabilities to
generate evidence for validity in specific disabilities and
the cut-off values that can be used to identify children
with poor hand skill use. In addition, commercial publi-
cation of the ACHS will be sought to promote its clini-
cal use. The proposed ACHS test manual will include
digital video discs (DVDs) for training in administration
and scoring protocols, so that prospective users could
learn how to use the ACHS without the need to attend
formal training sessions. An online database will be also
developed to assist users of the ACHS to transform raw
scores into Rasch-based logit scores that characterise
children’s overall hand skill performance. The Rasch-
transformed scores could be further used in document-
ing and monitoring children’s hand skill improvements
as a result of intervention, however, establishing the
sensitivity to change and minimal detectable change for
the ACHS Rasch-transformed scores is needed in future
studies. Given that publication of an assessment tool is
a long process, therapists or researchers who are inter-
ested in using the ACHS before it is formally released
can contact the authors for a copy of the research
version.
Conclusion
This study provides preliminary evidence for the
internal and external construct validity of the newly
developed, naturalistic observational ACHS in Austra-
lian children. Rasch analysis confirmed the unidimen-
sionality of the ACHS after removing one item. The
internal construct validity of the ACHS is also
supported by demonstrating reasonable children’s
response validity, meaningful item-difficulty ordering
and item sufficiency for use among typically develop-
ing children of preschool-aged as well as most chil-
dren with a range of disabilities. External construct
validity of the ACHS was demonstrated by high to
moderate correlations with the children’s daily living
skills and hand skills obtained from similar tests.
Taken together, our results suggest that clinicians are
able to use the ACHS, through naturalistic observa-
tion, to assess children’s hand skill performance,
whereas engaging in a variety of predetermined activi-
ties in real-life contexts.
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Appendix
Summary of the Assessment of Children’s Hand Skills
Title Assessment of Children’s Hand Skills (ACHS)
Authors Chi-Wen Chien, Ted Brown, Rachael McDonald
Publication date 2010
Purpose The ACHS is designed as a descriptive, discriminative and evaluative tool. The ACHS assesses
how effective children are at using their hands when engaged in play, school-related, or
self-care activities in natural contexts so as to provide an indication of children’s real-life hand
skill performance. The information generated by the ACHS also aims to assist in selection of
further detailed assessments and treatment/intervention planning for children’s hand skill
problems or difficulties
Target population The target population includes typically developing children and, particularly, children with a
range of medical or clinical conditions. Children with known or suspected hand skill problems
or difficulties can be assessed by the ACHS
Age range for test The ACHS is applicable for children aged 2–12 years and who are able to perform specific play,
school-related, or self-care activities spontaneously regardless of their success or completion of
the activities
Potential user The ACHS has been developed for occupational therapists, but the potential users of the ACHS
may also include other child-related professionals (such as paediatricians, neurologists,
physicians in physical medicine and rehabilitation, physiotherapists, developmental
psychologists, speech therapists and educators) and relevant researchers who may be involved
in the completion of children’s hand skill assessments
Time to administer Approximately 20–30 min to complete naturalistic observations of at least two to three desired
activities (a maximum of 10 min is required for observation of each activity)
Materials/equipment
required
A test kit is not supplied as part of the ACHS, but specific, non-standardised materials and
equipment are required to complete the assessment observations. The materials and equipment
include toys (e.g. blocks, puzzles, beads, balls, card game materials, playdough or coins),
school-related materials (e.g. pencils and paper, books, crayons, scissors, glue sticks, computer,
rulers or backpacks) and self-care materials (e.g. drinking bottles, eating utensils, shoes and
socks, clothes, soap or toothbrushes) that children may use in daily activities
Method of
administration
Naturalistic observation in real-life contexts
Procedure for
administration
Before the ACHS observations are conducted, the parent and caregiver of the child being
assessed completes an ACHS questionnaire, referred to as the Children’s Hand Skills
Questionnaire (see ‘Other clinical utility’ section for its details). On the basis of the obtained
information, the examiner selects at least two to three activities that present an appropriate
challenge for the child to complete. The selection of the activities is also based on the examiner’s
judgment on which activities can be observed in the environment(s) that the parent and
caregiver specifies as relevant. The examiner contacts the parent and caregiver (if observed at
home) or the teacher (if observed at school) to arrange a suitable date/time for observing those
selected activities. During the ACHS observations, the child is motivated by the parent and
caregiver or the teacher to perform the selected activities spontaneously. The examiner sits in a
place close to the child and minimises necessary moves so as not to intrude, whereas observing
the child performing the selected activities. The examiner completes the scoring of the child’s
hand skill performance simultaneously when the child undertakes each activity or immediately
after the activity is completed
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ASSESSMENT OF CHILDREN’S HAND SKILLS 117
Appendix (Continued)
Scale construction/test structure ● Item generation/item selection:
The ACHS has two components: hand skill items and activity items. The hand
skill items were generated from the development of a hand skill framework
through the completion of an extensive literature review and input from an
expert review panel consisting of 10 international well-known researchers and
clinical experts. The activity items were selected from review of a number of
existing hand skill-related instruments, based on four selection criteria: (i) to be
representative of common childhood occupations that require hand use; (ii) to
present a specific challenge or age-appropriate level of difficulty for children
ages 2–12 years; (iii) to be easily observed naturalistically, whereas placing
minimal demands on children’s language, cognition and perception; and (iv)
to have minimal gender and/or cultural bias. A panel of 10 international
experts was invited to evaluate the suitability of the selected hand skill activities.● Number of activity items/categories:
Twenty-two activity items are divided into three domains:
(i) Leisure and Play domain includes eight activities: Block, Puzzle, Bead, Ball,
Card, Clay, Fold paper and Handle money
(ii) School/Education domain includes eight activities: Turn book, Draw,
Write, Cut paper, Paste, Computer, Ruler use and Put on backpack
(iii) Activities of daily living domain includes six activities: Drink, Eat,
Dress, Put on shoes, Wash hands and Brush teeth
● Number of hand skill items/categories:
Twenty hand skill items are grouped in six categories (as below) and detailed
definitions can be found in the test manual
(i) Manual gesture, one item
(ii) Body contact hand skills, one item
(iii) Arm-hand use includes seven items: Reach, Turn, Carry, Move, Catch,
Throw and Stabilise
Note: The Catch item will not be included when generating the ACHS scores.
(iv) Adaptive skilled hand use includes five items: Grasp, Hold, In-hand
manipulate, Release and Isolated finger movement
(v) Bimanual use includes three items: Transfer, Use both hands
simultaneously and Use both hands cooperatively
(vi) General quality of hand skills includes three items: Accuracy, Pace and
Movement quality
Scoring/response format A six-level rating scale is used for the examiner to score a child’s degree of effective
use on each hand skill item. The top three rating levels indicate that the child demonstrates
effective hand skill performance that does not disrupt the activity processing (e.g. leading
to unacceptable delay, increased efforts, activity breakdown, or the need for others’
assistance), whereas the lower three levels are rated when the child’s demonstrated hand
skill performance disrupts activity processing. Each level of the rating scale has a general
meaning across all of hand skill items as follows, and detailed guidelines/examples
for the rating scale across hand skill items
can be found in the test manual
6 = Very effective, indicating that the child performs the hand skill with perfect
competence and proficiency; the examiner does not see any problems when the child
performs the hand skill
5 = Effective, indicating that the child performs the hand skill with reasonable but not
perfect competence and proficiency; the examiner does not see any problems when the
child performs the hand skill
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118 C.-W. CHIEN ET AL.
Appendix (Continued)
4 = Slightly effective (or functional), indicating that the child performs the hand skill with
functional competence and proficiency that supports the activity completion; however, the
examiner sees some minor problems (e.g. atypical or irregular patterns) when the child
performs the hand skill
3 = Slightly ineffective, indicating that the examiner sees some problems in the hand skill, which
has minimally disrupted the child’s activity completion
2 = Ineffective, indicating that the examiners sees some problems in the hand skill, which has
obviously disrupted the child’s activity performance and results in the child’s ineffective use of
time or increased effort
1 = Very ineffective, indicating that the activity completion has been negatively disrupted
because the child is unable to perform the hand skill or needs others’ assistance.
Note: The scoring of each hand skill is based on the child’s effectiveness of use (e.g.
how effectively the child uses specific hand skill to complete the activity) regardless of
whether one or two hands are involved in the activity performance. For example, a typically
developing child may use right, left or both hands to reach for task objects, whereas the sound
hand may be used in the reaching performance by a child with hemiplegia. No matter
which hand(s) is used, the effectiveness of reaching performance during the child’s activity
completion is the main focus. Not all of the hand skill items need to be scored. The hand skill
items could be reported as ‘not observed’ if the child does not use them in the activity
Normative population Normative data are not applicable as the ACHS is intended to be used as a criterion-referenced
assessment. The test developers are currently conducting research to determine a
criterion-referenced cut-off value, which could assist clinicians and researchers in identifying
children who are experiencing problems impacting the effectiveness of hand skill use
Interpretability
(scores provided)
Three types of scores are proposed for scoring interpretation of the ACHS:
● Item raw score: used to indicate a child’s performance on a hand skill item,
whereas engaging in one specific activity. For example, this item raw score can
be used to know whether a child’s grasping performance in the writing activity
is effective or ineffective.● Percentage score on a particular activity item is calculated by the formula:
Percentage score ¼ ðAverage scores of the hand skill items� 1Þ5
� 100
Note: To make the percentage score ranging from 0 to 100%, the average score of
the hand skill items need to subtract 1 (as the minimum average item score is 1),
then divide by 5 (as the score range becomes 5 after subtracting 1), and lastly
multiply by 100
The percentage can be used to indicate a child’s overall hand skill performance on
a specific activity, as the child may not use all hand skills when engaging in the
activity and the total raw score has little meaning. For example, in the cutting
activity, the child may use all of the hand skills except for the throwing skills.
Thus, the percentage scores can be generated to show the effectiveness of the
child’s hand skills performed in the cutting activity on the overall basis. It can
be also used to know whether the child’s hand skill performance is more efficient
in the cutting activity than in other activities● Rasch-transformed logit score: derived from the raw scores (excluding the Catch
skill item) by Rasch analysis software; it can be used to represent a child’s
overall hand skill performance on several observed activities. Particularly, the
logit score can enable comparison of the children’s composite hand skill
performance when they perform different activities
© 2012 The AuthorsAustralian Occupational Therapy Journal © 2012 Occupational Therapy Australia
ASSESSMENT OF CHILDREN’S HAND SKILLS 119
Appendix (Continued)
Examiner qualifications Individuals who use the ACHS need to have general understanding of test statistics,
specific expertise in completing hand skill assessments, and knowledge of development of
children with and without disabilities. Test developers suggest that examiners should possess
tertiary level qualifications (e.g. undergraduate degree or higher) relevant to health sciences
or child development. Furthermore, the examiners should practice observing and scoring the
hand skill items in all of the 22 activity items with typically developing children and those with
known disabilities
Other clinical utility The ACHS includes the Children’s Hand Skills Questionnaire that promotes family centred
assessment. The information obtained from the questionnaire assists examiners in selecting
suitable challenging activities and appropriate environment(s) for the ACHS observations. At
first, the questionnaire obtains the parent’s and caregiver’s perceptions and input regarding
which activities are difficult for the child being observed to perform. Activities from the ACHS
that are too easy or over-challenging may not produce appropriate estimates indicating
children’s current hand skills. Therefore, the questionnaire includes a 22-item checklist that
requires the child’s parent and caregiver to report their perceptions regarding their child’s hand
skill proficiency at carrying out the 22 ACHS activities on a three level scale: ‘extremely
difficult’, ‘difficult’ or ‘not difficult’. Furthermore, activities not attempted by the child in the
last three months are not scored and are marked as ‘not applicable’. An additional question
seeks information about which environments (e.g. home, school or others) provide the most
appropriate opportunity to observe their child performing the challenging activities (i.e. those
activities that the parent and caregiver report as ‘difficult’)
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120 C.-W. CHIEN ET AL.