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Concentration of Tobacco Advertisements at SNAP and WIC Stores, Philadelphia, Pennsylvania, 2012

ORIGINAL RESEARCH — Volume 12 — February 5, 2015

This map shows 1) significant clustering of tobacco outlets and exterior tobacco advertisements, 2) census tract–level poverty data for areas with more than 25% poverty based on 5-year American Community Survey estimates for 2008 through 2012; and 3) zip code–level smoking rate data from 2012 Southeastern Pennsylvania Household Health Survey. The map shows an overlap in these 3 layers in sections of North, South, and West Philadelphia.

Figure. Clustering of tobacco outlets and tobacco advertisements relative to high-poverty areas and zip codes with above-average smoking rates, Philadelphia, Pennsylvania, 2012. Ripley’s local K-function with search radii of 2,500 ft was used to test for significant clustering of outlets.

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