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Alcohol Outlet Density, Deprivation, and Crime in
Scotland |
David Rice |
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Alcohol
use has been linked to a number of crimes including common assault (Liang
& Chikritzhs 2011), crimes of violence (Day et al. 2012), sexual crimes (Zimmerman & Benson 2007),
domestic violence (McKinney et al. 2009),
drug offences (Pearson & Patel 1998) antisocial behaviour (Hayward &
Sharp 2005), and vandalism (Baker & Wolfer 2003). Research is now looking deeper into the
relationships between alcohol, the alcohol environment and crime. The majority of these studies have
investigated alcohol outlet density but there is a lack of research in this
area in Britain and Scotland. Research Questions ·
Is
there an association between the density of alcohol outlets and small area
level deprivation in Scotland? ·
Is
there an association between the density of alcohol outlets and small area
level crime in Scotland? ·
Does
any relationship vary by type of alcohol outlet (total, off-licence, or
on-licence)? Methods Alcohol outlet
data was sourced from Scotland’s 32 liquor licensing boards by Shortt et al. at the Centre for Research on
Environments, Society and Health (CRESH).
This point data set contained counts of alcohol outlets for each
postcode in Scotland. Density was
calculated by creating a kernel density estimation (KDE) surface for total,
off-licence, and on-licence outlets (figure 1). All KDE’s were produced using CrimeStat
v3.1 (Levine 2007) and mean outlet densities calculated for each data zone in
Scotland. Figure
1. Kernel density estimate surface for
total, off, and on-licence alcohol outlet density. Data zone
level crime data was sourced from the crime domain of the Scottish Index of
Multiple Deprivation (SIMD) as was deprivation which was taken from the
overall SIMD data but with the crime and geographical access domains removed
using the equation (The Scottish Government 2012): This
study used a combination of ordinal logistic regression and Kruskal-Wallis
tests to investigate the relationships and differences within and between the
datasets at the data zone level. This national analysis was completed alongside
a case study centred on Scotland’s largest city Glasgow which employed police
violent crime data at the postcode district level. Results and Discussion In
Scotland data zone off-licence outlet density exhibited a strong positive
association with deprivation, and crime. The link between off-licence outlet density
and crime has also been observed in a number of other studies (Theall et al. 2009, Gruenewald et al. 2010, Reboussin 2011). The relationships involving on-licence
outlet density were significant but more difficult to interpret; the associations
were weaker with the regression analysis suggesting a slightly negative
relationship. This confusion may possibly
be due to the wide range of on-licence outlets (pubs, night clubs, and
restaurants) (Lugo 2008). In the
Greater Glasgow area there was little evidence of an association between
deprivation and outlet density except for the postcode districts with the
least deprivation also having the lowest density of alcohol outlets of all
types. The relationships between
outlet density and violent crimes were also more complicated, this may be
related to the non systematic distribution of outlets by deprivation in
Glasgow observed by Ellaway et al.
(2010). This may also be due to the
large areal units used for the available police violent crime data. Nationally
the study suggests a disproportionate association between off-licence alcohol
outlet density and crime and that these higher densities are found in the
more deprived areas of Scotland placing an increased burden on the
communities who can least afford it. References Baker, T.
E., & Wolfer, L. (2003) The crime triangle: Alcohol, drug use, and
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