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Activity Number: 578
Type: Contributed
Date/Time: Wednesday, August 1, 2012 : 2:00 PM to 3:50 PM
Sponsor: Section on Bayesian Statistical Science
Abstract - #306460
Title: A Bayesian Analysis of the Spatial Distribution of Alcohol Outlets and Assaultive Violence
Author(s): Loni Philip Tabb*+ and Anthony H Grubesic and Dominique A. Williams
Companies: Drexel University School of Public Health and Drexel University and West Chester University
Address: Dept of Epidemiology & Biostatistics, Philadelphia, PA, 19102-1192, United States
Keywords: Bayesian ; disease mapping ; alcohol ; violence
Abstract:

The distribution of alcohol outlets has been long linked to violent crime, particularly in urban areas. Because alcohol related crime and violence pose a serious threat to the general public's health, more work needs to be carried out to understand the spatial distribution of both alcohol outlets and violence. The purpose of this paper is to present the use of a Bayesian disease mapping framework to examine the relationship between alcohol outlets and violent crime in the city of Philadelphia. Using block groups, we are able to analyze the patterns of violence while adjusting for the spatial density of alcohol outlets as well as important neighborhood characteristics, including land use. Policy implications are also discussed.


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