Obesity in Urban Food Markets: Evidence from Geo-referenced Micro Data
This paper provides quantitative estimates of the effect of proximity to fast food restaurants and grocery stores on obesity in urban food markets. Our empirical model combined georeferenced micro data on access to fast food restaurants and grocery stores with data about salient personal characteristics, individual behaviors, and neighborhood characteristics. We defined a "local food environment" for every individual utilizing 0.5-mile buffers around a person's home address. Local food landscapes are potentially endogenous due to spatial sorting of the population and food outlets, and the body mass index (BMI) values for individuals living close to each other are likely to be spatially correlated because of observed and unobserved individual and neighborhood effects. The potential biases associated with endogeneity and spatial correlation were handled using spatial econometric estimation techniques. Our policy simulations for Indianapolis, Indiana, focused on the importance of reducing the density of fast food restaurants or increasing access to grocery stores. We accounted for spatial heterogeneity in both the policy instruments and individual neighborhoods, and consistently found small but statistically significant effects for the hypothesized relationships between individual BMI values and the densities of fast food restaurants and grocery stores.
|Date of creation:||Mar 2009|
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- Michael L. Anderson & David A. Matsa, 2011.
"Are Restaurants Really Supersizing America?,"
American Economic Journal: Applied Economics,
American Economic Association, vol. 3(1), pages 152-88, January.
- Anderson, Michael L. & Matsa, David A., 2008. "Are restuarants really supersizing America?," CUDARE Working Paper Series 1056R4, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy, revised Jul 2010.
- Anderson, Michael L. & Matsa, David A., 2010. "Are Restaurants Really Supersizing America?," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt4vm5m5vr, Department of Agricultural & Resource Economics, UC Berkeley.
- Eid, Jean & Overman, Henry G. & Puga, Diego & Turner, Matthew A., 2008.
"Fat city: Questioning the relationship between urban sprawl and obesity,"
Journal of Urban Economics,
Elsevier, vol. 63(2), pages 385-404, March.
- Eid, Jean & Overman, Henry G & Puga, Diego & Turner, Matthew A, 2007. "Fat City: Questioning the Relationship Between Urban Sprawl and Obesity," CEPR Discussion Papers 6191, C.E.P.R. Discussion Papers.
- David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003.
"Why Have Americans Become More Obese?,"
Harvard Institute of Economic Research Working Papers
1994, Harvard - Institute of Economic Research.
- Shapiro, Jesse & Glaeser, Edward & Cutler, David, 2003. "Why Have Americans Become More Obese," Scholarly Articles 2640583, Harvard University Department of Economics.
- David Cutler & Edward Glaeser & Jesse Shapiro, 2003. "Why Have Americans Become More Obese?," NBER Working Papers 9446, National Bureau of Economic Research, Inc.
- Cohen-Cole, Ethan & Fletcher, Jason M., 2008.
"Is obesity contagious? Social networks vs. environmental factors in the obesity epidemic,"
Journal of Health Economics,
Elsevier, vol. 27(5), pages 1382-1387, September.
- Ethan Cohen-Cole & Jason M. Fletcher, 2008. "Is obesity contagious?: social networks vs. environmental factors in the obesity epidemic," Risk and Policy Analysis Unit Working Paper QAU08-2, Federal Reserve Bank of Boston.
- Blanchflower, David G. & Oswald, Andrew J. & van Landeghem, Bert, 2009.
"Imitative Obesity and Relative Utility,"
IZA Discussion Papers
4010, Institute for the Study of Labor (IZA).
- Currie, Janet & DellaVigna, Stefano & Moretti, Enrico & Pathania, Vikram, 2009. "The Effect of Fast Food Restaurants on Obesity," Working Papers 47830, American Association of Wine Economists.
- Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
- Shin-Yi Chou & Michael Grossman & Henry Saffer, 2002.
"An Economic Analysis of Adult Obesity: Results from the Behavioral Risk Factor Surveillance System,"
NBER Working Papers
9247, National Bureau of Economic Research, Inc.
- Chou, Shin-Yi & Grossman, Michael & Saffer, Henry, 2004. "An economic analysis of adult obesity: results from the Behavioral Risk Factor Surveillance System," Journal of Health Economics, Elsevier, vol. 23(3), pages 565-587, May.
- Janet Currie & Stefano DellaVigna & Enrico Moretti & Vikram Pathania, 2009.
"The Effect of Fast Food Restaurants on Obesity and Weight Gain,"
NBER Working Papers
14721, National Bureau of Economic Research, Inc.
- Janet Currie & Stefano DellaVigna & Enrico Moretti & Vikram Pathania, 2010. "The Effect of Fast Food Restaurants on Obesity and Weight Gain," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 32-63, August.
- Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2008.
"A Spatial Cliff-Ord-type Model with Heteroskedastic Innovations: Small and Large Sample Results,"
CESifo Working Paper Series
2485, CESifo Group Munich.
- Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2010. "A Spatial Cliff-Ord-Type Model With Heteroskedastic Innovations: Small And Large Sample Results," Journal of Regional Science, Wiley Blackwell, vol. 50(2), pages 592-614.
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