Nearest-Neighbor Guided Evaluation of Data Reliability and Its Applications
Neighbor Relations in Public & Private Neighborhoods
Transcript of Neighbor Relations in Public & Private Neighborhoods
Privatised development and thequality of urban life
Andrew Kirby PhDProfessor of Social and Behavioural Sciences, Arizona State University,Phoenix, USA
Sonya Glavac PhDLecturer, School of Behavioural and Cognitive and Social Sciences, Universityof New England, New South Wales, Australia
Extensive residential communities, created by corporate developers and marked by walls and even gates, have
emerged in metropolitan areas across the world. They have been criticised by many urbanists as evidence of a
widespread process – the privatisation of space – which is frequently viewed as a negative development that is
promoting social fragmentation and alienation. In this paper, this assertion is explored, drawing in part upon a
decade of empirical research in the American Southwest, where privatised urban development is especially pervasive;
it is manifested in the widespread construction of shopping malls, office parks and residential communities governed
by legal covenants. Contrary to much academic opinion and popular commentary, the authors have found that such
residential developments, managed by developers and home owner associations, are nonetheless popular with
residents, who assess their quality of life highly and frequently choose to live in such developments again when they
move. The significance of these results is explored in relation to understanding the quality of urban life and what this
may imply for the urban development process.
1. OverviewThe processes of design and construction for new homes have
changed significantly in recent decades. Indeed, one of the
most dramatic aspects of globalisation has been the growth of
large transnational firms producing planned communities,
which have in turn strongly influenced domestic design and
construction standards (e.g. Lang, 2009). A large academic
literature has evaluated such developments, the impacts that
they have had on the built form of cities and their implications
for the quality of life of urban residents.
For the most part, this commentary has been critical. All the
nuances cannot be addressed in a brief article, but it is
possible to provide a summary: this would indicate that new
homes tend to be too large and built to an unnecessarily low
density; are automobile-dependent and thus contribute to
climate change and unsustainable urban forms; promote ill
health by limiting exercise choices; encourage the decline of
civility and erode stable social networks by constructing
neighbourhoods that lack opportunities for interaction; and
promote distrust by erecting walls, gates and other barriers
(e.g. Knox, 2008).
The keywords which describe the outer cities all now have
negative connotations – suburbanisation, sprawl and enclaves
are frequently criticised, not celebrated. In consequence, there
is a rhythmic call for change in the ways in which homes and
neighbourhoods are designed, so that different social outcomes
will be manifested; Pickett and Wilkinson (2009), for instance,
suggest that fewer gated communities would help reduce social
inequalities. Higher density construction with new design
norms will, according to the assurances given, produce a
sustainable city and thereby increase the quality of urban life,
by, inter alia, reducing levels of obesity (Karlenzig, 2010).
Yet as Rybczynski (2010) shows, there has been an almost
perpetual dialectic since 1945 between those promoting high-
density living on the one hand, and those accepting or even
encouraging suburban forms on the other. More problematic
for this discussion is the paucity of systematic empirical
examples available: those arguing for the organic high-density
neighbourhood have tended to draw upon very specific
examples, such as Greenwich Village (e.g. Page, 2011), while
those arguing against the gated community have tended to use
rather weak qualitative methods (see Modarres and Kirby,
2010).
This question of evidence is important throughout urban
studies. For instance, Galster et al. (2001) have shown that
many critiques of ‘sprawl’ are based upon incoherent and
inconsistent uses of the term. Similarly, Dempsey (2008) shows
(in a broad review of the literature) that while terms such as
‘sustainability’ are often loosely employed to connote good
outcomes, terms such as ‘low density’ are associated with
negative social outcomes. However, as she goes on to show,
these relationships are believed to exist but cannot be
demonstrated, and in fact the correlations may even be
reversed:
Urban Design and PlanningVolume 165 Issue DP3
Privatised development and the quality ofurban lifeKirby and Glavac
Proceedings of the Institution of Civil Engineers
Urban Design and Planning 165 September 2012 Issue DP3
Pages 167–175 http://dx.doi.org/10.1680/udap.11.00017
Paper 1100017
Received 26/05/2011 Accepted 08/02/2012
Keywords: public health/sustainability/town and city
planning
ice | proceedings ICE Publishing: All rights reserved
167
the findings show that living in high density, mixed-use housing
does not necessarily lead to an increase in social interaction, calling
into question the claims that the ‘compact city’ can engender
feelings of safety, a sense of community and opportunities for social
interaction. Furthermore, respondents living in higher density
neighbourhoods reported marginally lower scores of trust and
reciprocity than respondents from lower density neighbourhoods.
(Dempsey, 2008).
2. Design and governanceIn the present paper, the authors want to build upon Dempsey’s
findings with regard to the social outcomes of, and quality of life
in, low-density neighbourhoods. This is achieved by inserting an
important intervening variable into the discussion of the relation
between residential design and social outcomes, namely the
governance of residential space. By this is meant the private
planning undertaken by developers, which is in contrast to the
rich tradition of urban and regional planning undertaken by
municipalities and regional governments, now increasingly
eclipsed (Campanella, 2011).
While much emphasis has been placed upon physical issues such
as gates, residential density and walkability, much less attention
has been paid to the issues that surround governance. This is
surprising, insofar as affairs within master-planned communities
are structured by ‘covenants, codes and restrictions’ rather than
municipal ordinances, and while the latter are as old as cities
themselves, complicated legal arrangements defining relations
within communities are relatively new. Their rise is, moreover,
linked to a profound shift in social attitudes, especially but not
exclusively in the USA (Glasze et al., 2006; Nelson, 2005). In the
USA, perhaps one third of the residential stock is now situated
within private developments, a figure that is much higher if only
recent dwellings are considered (notably those constructed in the
past two decades). In Arizona and Nevada, for instance, some
municipalities dictate that all new residential developments are
to be overseen by home owner associations (HOAs) (see
McKenzie, 2005) (see Figures 1 and 2).
Academic assessments of these developments have tended to be
critical, starting with the path-breaking work undertaken by
McKenzie (1994), who argued that a shift towards privatisa-
tion, away from the municipal provision of goods and services,
was a negative phenomenon likely to promote social inequal-
ities. This has been matched by popular press coverage, which
has tended to be uniformly negative and focuses on instances
where individuals have squabbled with HOA boards, have
stopped paying their dues and have ultimately lost their homes
in court. Although residents – voluntarily and individually –
sign contracts before purchase, there is also a vocal minority
that argues that HOAs constitute a common interest – a form
of communalism – that is antithetical to individual property
rights; this critique can, at times, be extreme and has even
resulted in neighbourhood violence (for a review see Kirby
(2003)).
Insofar as the Southwestern USA grew so rapidly between
1945 and 2008, and because so much of that involved low-
density subdivisions with private governance, it constitutes an
excellent case study within which to assess the impacts of such
residential developments. The empirical work reported here
was based upon two different comprehensive questionnaire
instruments administered between 2003 and 2008 in Arizona.
This was prior to the current recession, which has had
devastating impacts on the state (and its neighbouring state
Figure 1. An example of affordable single family housing in a low-
density, common interest development, governed by an HOA, in an
American metropolitan area. Source: author
Figure 2. An example of a gated community in a low-density,
master-planned community in an American metropolitan area.
While much academic opinion has focused upon fear and
insecurity, the reality is more mundane. This is a gate within a
gated community, designed to restrict access to a private golf club.
Source: author
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Privatised development and thequality of urban lifeKirby and Glavac
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Nevada) and may well have changed respondents’ outlooks
and estimation of quality-of-life issues; however, that must be
the focus of another round of empirical work.
3. Overview of resultsAn initial survey was undertaken in neighbourhoods through-
out Maricopa County (which contains metropolitan Phoenix),
and this included both newer and older neighbourhoods,
owner and renter neighbourhoods, and neighbourhoods of
different ethnic composition. The survey design, the definition
of and choice of neighbourhoods, and the empirical analysis
have all been summarised elsewhere (e.g. Harlan et al., 2003;
Kirby et al., 2006; Larsen et al., 2004). Some of the key findings
that are relevant to this discussion are listed below.
(a) Respondents displayed relatively strong neighbourhood
attachment, despite the speed of metropolitan growth and
the frequency with which households tended to move; this
was least true of Latino renters, and higher for affluent
home-owning Anglos (Harlan et al., 2003).
(b) Measures of social capital were not significantly lower in
newer, privatised neighbourhoods, contrary to the pre-
dictions of a collapse in civic mindedness in such
residential developments (see Larsen et al. (2004) for
extended discussion of this debate).
(c) Residents living in gated communities did not display a
heightened sense of fear and insecurity when contrasted
with those living in traditionally open neighbourhoods, as
is widely predicted in the literature (e.g. Low, 2003);
indeed the opposite was found. Residents in gated
communities tended to be rather skeptical of the security
arrangements, while those living in open developments
thought that gates would be desirable as they would add
to safety (Kirby et al., 2006).
These results run counter to the stereotypical image of low-
density suburban developments prevalent in the USA, and in
particular the social relations manifested in privatised com-
munities. Published studies commonly refer to ‘Fortress
America’ and claim a decline in social interactions and a
consequent loss of civic mindedness (e.g. Putnam, 2000).
Concurrently, analysis of national data from the American
Housing Survey (AHS) was undertaken to show that
(a) the levels of segregation in newer cities with higher
proportions of HOAs and gated communities are
marginally lower than in established cities (although
segregation of Anglos, Hispanics and African Americans
remains commonplace: Kirby et al., 2006)
(b) the ethnic group most likely to live in gated communities
(in proportions although not in absolute terms), accord-
ing to the AHS, is Hispanics (Kirby et al., 2006, p. 3)
(c) residential densities in cities with a reputation for
extensive ‘sprawl’ and automotive use (such as Phoenix
or Houston: see Gober (2005)) are higher than com-
monly assumed and tending to rise; contrary to popular
imagination, Detroit has one of the highest sprawl
indices in the USA, while Los Angles has one of the
lowest (Galster et al., 2001). Phoenix has a modest
sprawl score, which is falling as residential densities
continue to rise through the infill construction of
numerous apartment and condominium complexes on
the residential fringe (Atkinson-Palombo and Gober,
2010).
4. Results: a summary of the quality of lifein low-density neighbourhoods
In a follow-up study started in 2006, the present authors turned
explicitly to the study of well-being and neighbouring
behaviours in seven low-density neighbourhoods in Glendale,
Arizona. The neighbourhoods were chosen in pairs: two small,
two medium and two large (to test for neighbourhood size as
an independent variable). In each pair, one had an HOA and
one did not; a seventh neighbourhood with an HOA was
chosen to represent the most recent phase of construction, but
this had no non-HOA counterpart, as city policy mandates
HOAs in all current developments. The neighbourhoods were
also chosen to represent the income range of the municipality,
with median house prices ranging from US $90 600 to US
$120 600, while the median for Glendale as a whole was
US $113 300.
A lengthy questionnaire was administered to 214 households
(see Figures 3 and 4) in these middle-income neighbourhoods,
and a response rate of 29% was recorded (a rate consistent with
earlier published research with similar goals). The survey
explicitly built upon previous studies dealing with community
and neighbouring relations (Farrell et al., 2004; McMillan and
Chavis, 1986).
The data collected on neighbouring behaviours indicated that,
contrary to expectation, residents in these car-dependent sub-
divisions were well acquainted with their neighbours and
interacted with them in varied ways. There were some spatial
differences in neighbourliness between HOAs and non-HOAs,
especially with regard to reciprocity between residents, and the
potential for future research is discussed further by Glavac and
Kirby (2010).
Also questioned was whether there is a difference in the
aggregate level of satisfaction with neighbourhood features
(social, economic and physical) between residents living in
HOA neighbourhoods and those in traditional neighbour-
hoods; this explicitly builds on earlier studies of life satisfaction
such as that undertaken by Sirgy and Cornwell (2002). A series
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of more detailed questions was also asked, focused on how
residents assessed their neighbourhood in terms of social,
physical and economic attributes.
In the first instance, it can be seen that these respondents had
an extremely high level of satisfaction with their neighbour-
hood. Overall, 90% of the residents surveyed reported that
they viewed their neighbourhood as either an ‘excellent’ or a
‘good’ place in which to live. This held for residents of both
HOA and non-HOA neighbourhoods, although with signifi-
cant differences: as is indicated in Table 1, 57% of HOA
residents surveyed ranked their neighbourhood ‘excellent’,
while 56% of non-HOA residents ranked theirs only as ‘good’.
These results are interpreted below, alongside the other
responses.
Residents were also asked to evaluate different aspects of their
neighbourhood, which were grouped into three components –
physical, social and economic attributes. The scores are not
reported in detail here as there were few differences and these
are summarised in Table 2.
From the information shown in Table 2 the following can be
seen: first, that there is little difference in the assessment of
physical and social attributes by respondents living in HOA
neighbourhoods, and those living in the paired neighbour-
hoods without an HOA. In fact, there is only one measure in
these two groups that shows statistical difference and that is
the quality of upkeep of homes and yards, which was perceived
to be higher by HOA residents. This is in contrast to the
economic attributes: four of the five were assessed differently
Figure 3. One of the neighbourhoods surveyed in the data
collection phase of this research. It is a low-density development
governed by an HOA
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(i.e. higher) by those living in HOAs when contrasted with the
traditional neighbourhoods.
All these five variables are consistent with what is known about
HOAs, namely that they are notorious for emphasising the
standards of upkeep of homes, yards and common interest
spaces; and that HOAs are associated with higher costs of
living (manifested in homeowner dues) but also higher home
values and consequently higher economic status of residents.
The present authors infer that it is the weight given to these
variables that causes more HOA residents to rank their
neighbourhoods as ‘excellent’ than do non-HOA residents.
The goal so far in this paper has been to present a streamlined
argument, using only percentages for clarity. However,
extensive statistical testing on the data has also been under-
taken in order to confirm the inferences. Multiple discriminant
analysis (MDA) was used to test whether it is possible to assign
residents to an HOA or a non-HOA neighbourhood on the
basis of their responses across the questionnaire results. The
MDA was unable to correctly assign a majority of respon-
dents, indicating that neighbourhood governance is not a good
predictor of respondent responses; put another way, there is no
significant difference between the HOA and non-HOA
neighbourhoods on these measures.
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Figure 4. Resident-respondents were provided with maps of their
neighbourhood in order for them to indicate the neighbours with
whom they interact
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Linear structural equations were also used to test behavioural
differences between the neighbourhoods in the context of
neighbouring behaviours. It is becoming clear from an
emerging body of research that ‘neighbourhood fragmentation’
is associated with various etiologies, including serious mental
health outcomes (Ivory et al., 2011), and it is suggested here
that the absence of neighbouring is consistent with other
measures of fragmentation that appear in the literature.
Consequently, it is argued that statistical analysis of neigh-
bouring variables is an important approach to identifying
neighbourhood attributes.
An initial two-group design was used to compare HOA and
non-HOA neighbourhoods, in order to explore if the nine
neighbouring variables (such as ‘lending things’, or ‘chatting
with neighbours’) contributed equally to the latent variable
‘neighbourliness’. No significant differences were found, and
the experiment was repeated using a single model. This is
shown in Figure 5. The structural equation indicates that for
every standardised unit (z-score) increase in the variable HOA,
there is a 0?02 standardised unit change in ‘neighbourliness’,
which is not statistically significant. The present authors regard
this as an important validation of the inferences that have been
made from the data, namely that governance is not an
important independent variable when trying to understand
residents’ attitudes and behaviour.
5. Summary and evaluation
The goal of this paper is to demonstrate the subjective
evaluations of life quality offered by residents of low-density
neighbourhoods in Arizona, where explosive growth has
mostly occurred in suburban settings. Further, because much
of this growth has taken place in privately governed, master-
planned communities, this study has focused explicitly upon
Respondent rating of
neighbourhoods Excellent Good Fair Poor Total
All respondents 47 43 8 1 99%
HOA 57 34 5 1 97%
Non-HOA 32 56 8 2 98%
Table 1. Ratings of neighbourhoods as a place to live, percentage
of respondents; rounding errors and missing responses mean that
row totals do not equal 100%
Quality of neighbourhood
attributes as assessed by
respondents
Physical features. Total seven
variables
Social features. Total seven
variables
Economic features. Total
five variables
Variables displaying no
statistical differences between
HOAs and non-HOAs
The upkeep of public areas Social interaction with
neighbours
Property taxes
Street lighting People living in the
neighbourhood
Noise Privacy
Density Respect for property rights
Proximity of private facilities Safety
Proximity of public facilities Community ties
Diversity
Variables displaying statistical
differences between HOAs and
non-HOAs
The upkeep of homes and
yards
Home values
Economic status
Cost of living
Neighbourhood improvements
Table 2. Differences between non-HOAs in assessment of the
quality of neighbourhood attributes as assessed by respondents
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Privatised development and thequality of urban lifeKirby and Glavac
172
governance as an independent variable in the determination of
urban life quality.
Privately governed neighbourhoods have absorbed many of
the criticisms already levelled against low-density suburban
developments over the past half century, while receiving
additional negative comments that are specifically directed
towards HOAs, which are often seen to be too powerful and
too regimented. In consequence, residents of privately gov-
erned neighbourhoods might be expected to report a low
quality of life when questionnaire instruments are administered
and to display lower levels of neighbouring activity. Surveys –
such as those routinely undertaken by developers – have
instead reported positive subjective evaluations of HOAs, but
these do not seem to act as counterweights to the critical
academic position; indeed, McKenzie (2011, p. 29) goes so far
as to suggest that representatives of the development industry
ask ambiguous questions in order to produce the outcomes
they desire – that is, favourable endorsements of common
interest developments and HOAs.
The present authors want to emphasise that although the
results reported here are based on a small survey, the
neighbourhoods were carefully chosen to be representative of
the municipality in question. The questions themselves were
carefully adapted from instruments developed in related but
different fields, and there is no question of them being biased
towards an industry viewpoint. Nor do the authors believe that
the results represent merely self-selecting residents – the tens of
millions living in HOAs are continually being added to, a
Neighbourliness
Y1Conversation
Λ11=0.59
Λ21=1.00
0.83 0.51Є1 Є2 Є3 Є4 Є5 Є6 Є7 Є8 Є9
0.57
θЄ23=_0.16
θЄ15=0.13
Minimum fit х2 = 29.84,df=32, P=0.58Root mean square error of approхimation (RMSEA) = 0.0(<0.05)Comparative fit index=1.00(>0.95)Goodness of fit index=0.96(>0.95)
θЄ56=0.11
0.60 0.69 0.67 0.64 0.70 0.59
Λ31=0.94
Λ41=0.90
Λ51=0.79
Λ61=0.82
Λ71=0.85
Λ81=0.79
Λ91=0.91
Y2Lent
Y4Outing
Y6Problem
Y8Assist
Y3Helped
Y5lnformation
Y7Social
Y9Issue
Y11=0.02 HOA
Figure 5. Linear model of ‘neighbourliness’ in the sampled
neighbourhoods; no significant differences were found between
HOAs and non-HOAs
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reality partly explained by one item revealed in the earlier
Phoenix research, where it was found that a large majority
reported that they would move to another HOA when
changing homes (Kirby et al., 2006).
Despite, then, the negative expectations of life quality and
residential satisfaction predicted within the literature, in this
research it has been found that the opposite is true. In the low-
density setting used as a context for the current research, it was
observed that the majority of respondents rated the attributes
of their neighbourhood to be ‘good’ or ‘excellent’. When
neighbourhoods were contrasted based upon governance –
HOA as opposed to non-HOA – relatively little difference was
found. Only five of the 19 variables on which respondents were
asked to comment displayed significant differences. All are
linked to the appearance and the value of the neighbourhoods;
in all five cases, HOA respondents rated their neighbourhoods
higher than did respondents in traditional, non-HOA neigh-
bourhoods.
It is appropriate to ask at this juncture why the quality of life in
private communities is of relevance to urban design profes-
sionals, and three responses are offered to this question. The
first is that statements have been made that low-density
residential developments are unsustainable and that no more
should be built. Yet this would clearly be a mistake if taking
into account subjective measures of life quality. As this small
but representative sample indicates, residents in HOAs are
more satisfied than their counterparts and controlling HOAs
would not obviously increase self-assessments of residential life
quality.
A second context is that private neighbourhoods have
increased in importance precisely as municipal government
has unravelled during decades of fiscal uncertainty. The fact
that HOA residents reveal high levels of satisfaction does not,
of course, cause the authors to suggest that privatisation is a
simple alternative to traditional forms of governance. But the
corollary is, however, true: it would be hard to find strength in
HOAs if their own residents were universally critical of them.
This is not an unimportant issue, as many HOAs find
themselves in poor financial territory, just like their encom-
passing municipalities. Their reasons for this differ somewhat:
many HOAs have found themselves in trouble because they
embraced speculative investors rather than owner-residents,
and the default of the former has left a smaller number of the
latter to pay the fixed costs of maintenance. This, however, is a
short-term challenge, and it would be an unwarranted step if
governments used financial hardship to try to dismantle
HOAs, as commonly occurs (see McKenzie, 2011).
The third context is the most difficult to grasp. At the current
time, it is becoming more usual to question accepted wisdoms
about cities and even to reflect upon the ‘triumph of the city’
(Gleaser, 2011). For the most part, this means a celebration of
central cities, with their creative forces, and not the low-density
cities of endless suburbs and corporate campuses. And yet it is
a basic reality that any urban growth that occurs in the USA
and Europe in the next two or three decades must take place in
suburbs and not central cities (see Modarres and Kirby, 2010).
It is also the case, for fiscal reasons, that private development
will play a significant role in this growth. Consequently, it is
important to understand that there is a significant proportion
of the residential population who find a high quality of life in
suburban settings that are brought to fruition by way of
private corporations.
It is also the case that private development is extremely
important beyond Europe and the USA – in Latin America,
and increasingly in China and India. While this is an
exploratory study, it is positioned as a model for the empirical
research that is necessary in these disparate settings as
residential development accelerates again at some juncture.
6. ConclusionsThe issues that surround private governance in the USA are
many and they are complex. Common interest developments
and HOAs are frequently the recipients of highly fragmented
and even contradictory commentary, in which ‘economists,
libertarians, design advocates, progressives and critical theor-
ists’ have all mapped their normative positions across these
mundane residential developments (McKenzie, 2011). But as
McKenzie also goes on to remind the reader, the reality is that
some 60 million people live in such private spaces in the USA,
and that the numbers have continued to rise elsewhere, notably
in China.
The empirical research reported here is exploratory in nature,
consisting of a relatively small sample taken within a single
municipality. It is, however, valuable as a quantitative study
that complements earlier qualitative and non-empirical com-
mentaries. Its value lies, the present authors believe, in the
clarity of the results. Building on previous survey instruments
for the measurement of life quality, the responses summarised
here are clear in pointing to a high level of personal satisfaction
in the low-density neighbourhoods surveyed. Some nuanced
differences have been found, but in general governance is not
a predictor of subjective quality of life measures or of
neighbourliness.
The authors are confident that the survey materials used in this
study could be used in other contexts, especially in other
political–economic and cultural settings where global corpora-
tions are replicating housing designs found throughout Europe
and the USA. Any similarities and contrasts would be valuable
additions to understanding of the urban development process.
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AcknowledgementsResearch support from the National Science Foundation and
the Provost’s Office of Arizona State University’s West campus
is gratefully acknowledged, as is the support and participation
of all who worked on the projects and of course those residents
who gave their time to answer questions.
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Privatised development and thequality of urban lifeKirby and Glavac
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