Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated City

Objectives. Despite the increasing evidence of the associations between alcohol availability and violence, there are still inconsistent findings on the effects of on- and off-sale alcohol outlets on violent crime. The aim of this study was to examine spatial associations between on-sale alcohol avai...

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Main Authors: Daikwon Han, Dennis M. Gorman
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Journal of Addiction
Online Access:http://dx.doi.org/10.1155/2013/356152
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spelling doaj-8356cc91e09f4681b520788cedaabf652020-11-25T00:01:33ZengHindawi LimitedJournal of Addiction2090-78342090-78502013-01-01201310.1155/2013/356152356152Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated CityDaikwon Han0Dennis M. Gorman1Department of Epidemiology & Biostatistics, School of Rural Public Health, Texas A&M University, College Station, TX 77843, USADepartment of Epidemiology & Biostatistics, School of Rural Public Health, Texas A&M University, College Station, TX 77843, USAObjectives. Despite the increasing evidence of the associations between alcohol availability and violence, there are still inconsistent findings on the effects of on- and off-sale alcohol outlets on violent crime. The aim of this study was to examine spatial associations between on-sale alcohol availability, neighborhood characteristics, and violent crime in a geographically isolated city in Texas. Methods. Geographically weighted regression (GWR) and global regression models were employed to analyze the nature of the spatial relationship between violent crime, neighborhood sociocultural characteristics, and on-sale alcohol environment. Results. We found strong effects of neighborhood characteristics combined with on-sale alcohol availability on violence outcomes. Several neighborhood variables combined with alcohol availability explained about 63% of the variability in violence. An additional 7% was explained by the GWR model, while spatially nonstationary associations between violence and some predictor variables were observed. Conclusions. This study provided more credible evidence of the influence of on-sale alcohol outlets on violence in a unique setting. These findings have important policy implications in addressing the question of public health consequences of alcohol-related violence in local contexts.http://dx.doi.org/10.1155/2013/356152
collection DOAJ
language English
format Article
sources DOAJ
author Daikwon Han
Dennis M. Gorman
spellingShingle Daikwon Han
Dennis M. Gorman
Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated City
Journal of Addiction
author_facet Daikwon Han
Dennis M. Gorman
author_sort Daikwon Han
title Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated City
title_short Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated City
title_full Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated City
title_fullStr Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated City
title_full_unstemmed Exploring Spatial Associations between On-Sale Alcohol Availability, Neighborhood Population Characteristics, and Violent Crime in a Geographically Isolated City
title_sort exploring spatial associations between on-sale alcohol availability, neighborhood population characteristics, and violent crime in a geographically isolated city
publisher Hindawi Limited
series Journal of Addiction
issn 2090-7834
2090-7850
publishDate 2013-01-01
description Objectives. Despite the increasing evidence of the associations between alcohol availability and violence, there are still inconsistent findings on the effects of on- and off-sale alcohol outlets on violent crime. The aim of this study was to examine spatial associations between on-sale alcohol availability, neighborhood characteristics, and violent crime in a geographically isolated city in Texas. Methods. Geographically weighted regression (GWR) and global regression models were employed to analyze the nature of the spatial relationship between violent crime, neighborhood sociocultural characteristics, and on-sale alcohol environment. Results. We found strong effects of neighborhood characteristics combined with on-sale alcohol availability on violence outcomes. Several neighborhood variables combined with alcohol availability explained about 63% of the variability in violence. An additional 7% was explained by the GWR model, while spatially nonstationary associations between violence and some predictor variables were observed. Conclusions. This study provided more credible evidence of the influence of on-sale alcohol outlets on violence in a unique setting. These findings have important policy implications in addressing the question of public health consequences of alcohol-related violence in local contexts.
url http://dx.doi.org/10.1155/2013/356152
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