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​A Retail Policy Laboratory: Modeling Impact of Retailer Reduction on Tobacco Use
 
Schematic of tobacco retailer density model
Funder: National Institutes of Health
Staff Contact: Douglas Luke
Project Duration: July 2013 – present

Although associations have been established between retailer densities and health-risk behaviors (smoking, drinking, poor-quality diet and obesity), little is known about the causal mechanisms linking retailer density to individual behavior; and even less is known about the possible effects of different policy approaches to reduce retailer density. CPHSS, along with partners from the Brookings Institution, University of North Carolina, and Stanford Prevention Research Center will use dynamic systems modeling to examine the interplay between retailer density reductions and patterns of tobacco purchasing.

The study has two primary aims. First, agent-based modeling will be used to build Tobacco Town, a simulation of a realistic community that will be used to model tobacco retailer density and individual tobacco purchasing. Second, after the model is built it will be used as a retail policy laboratory to explore and compare the potential effects on behavior of a suite of real-world retailer reduction policy approaches, including policies that reduce density through location-based zoning, type of retailer zoning, increased licensing fees, or cap and winnow policies. The effects of the retailer density policies on vulnerable populations will also be examined, particularly for low-income residents and minorities.

The results of this study will be useful for health policy and tobacco control scientists and evaluators as they develop evidence-based policies to counter the effects of tobacco industry activities at the point of sale. Results will also be of interest to implementation scientists- the development of the density policy laboratory represents the first stage of a line of work that will help develop dynamic systems approaches to studying the effects of public health policy implementation.


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