Risky Business
By:Christopher R. Herrmann
Published on 2012 by
This study integrates data compiled by the NYPD about the types, extent, and magnitude of violent crime at the micro level (n=49,582 major violent crimes including murder, rape, robbery, shooting and assault at the address level in Bronx, one of the five boroughs in NCY), with new micro-level census population estimates, as well as detailed spatial land-use data by the New York City Department of City Planning and Finance, and business establishment type data from InfoUSA. It therefore constitutes a study that makes unique contributions in understanding crime patterns at the micro level and in informing future research and policies for designing out crime in micro-level places. For the purposes of this present study, violent crime was measured using a micro-level unit aggregation process that sums each individual crime location (point) to street segments, census tracts, and neighborhoods. Traditional hot spot methodologies, including nearest neighbor hierarchical clustering, kernel density estimation, and Gi* hot spot statistics were used for each violent crime and related to land-use categories and business establishment types. This assisted in evaluating the strengths and weaknesses of each of the above hot spots analytical tools/techniques.
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