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Relative Food Prices and Obesity in U.S. Metropolitan Areas: 1976-2001

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  • Xin Xu
  • Jayachandran N Variyam
  • Zhenxiang Zhao
  • Frank J Chaloupka

Abstract

This study investigates the impact of food price on obesity, by exploring the co-occurrence of obesity growth with relative food price reduction between 1976 and 2001. Analyses control for female labor participation and metropolitan outlet densities that might affect body weight. Both the first-difference and fixed effects approaches provide consistent evidence suggesting that relative food prices have substantial impacts on obesity and such impacts were more pronounced among the low-educated. These findings imply that relative food price reductions during the time period could plausibly explain about 18% of the increase in obesity among the U.S. adults in metropolitan areas.

Suggested Citation

  • Xin Xu & Jayachandran N Variyam & Zhenxiang Zhao & Frank J Chaloupka, 2014. "Relative Food Prices and Obesity in U.S. Metropolitan Areas: 1976-2001," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-22, December.
  • Handle: RePEc:plo:pone00:0114707
    DOI: 10.1371/journal.pone.0114707
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    as
    1. Moffitt, Robert, 1993. "Identification and estimation of dynamic models with a time series of repeated cross-sections," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 99-123, September.
    2. Smith, Travis A. & Biing-Hwan, Lin & Lee, Jonq-Ying, 2010. "Taxing Caloric Sweetened Beverages: Potential Effects on Beverage Consumption, Calorie Intake, and Obesity," Economic Research Report 95465, United States Department of Agriculture, Economic Research Service.
    3. Dana Goldman & Darius Lakdawalla & Yuhui Zheng, 2011. "Food Prices and the Dynamics of Body Weight," NBER Chapters, in: Economic Aspects of Obesity, pages 65-90, National Bureau of Economic Research, Inc.
    4. Schroeter, Christiane & Lusk, Jayson & Tyner, Wallace, 2008. "Determining the impact of food price and income changes on body weight," Journal of Health Economics, Elsevier, vol. 27(1), pages 45-68, January.
    5. Lisa M. Powell & Euna Han, 2011. "Adult Obesity and the Price and Availability of Food in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(2), pages 378-384.
    6. Andreyeva, T. & Long, M.W. & Brownell, K.D., 2010. "The impact of food prices on consumption: A systematic review of research on the price elasticity of demand for food," American Journal of Public Health, American Public Health Association, vol. 100(2), pages 216-222.
    7. Powell, Lisa M. & Bao, Yanjun, 2009. "Food prices, access to food outlets and child weight," Economics & Human Biology, Elsevier, vol. 7(1), pages 64-72, March.
    8. Grossman, Michael & Tekin, Erdal & Wada, Roy, 2014. "Food prices and body fatness among youths," Economics & Human Biology, Elsevier, vol. 12(C), pages 4-19.
    9. 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.
    10. Gardes, Francois & Duncan, Greg J. & Gaubert, Patrice & Gurgand, Marc & Starzec, Christophe, 2005. "Panel and Pseudo-Panel Estimation of Cross-Sectional and Time Series Elasticities of Food Consumption: The Case of U.S. and Polish Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 242-253, April.
    11. Verbeek, Marno & Nijman, Theo, 1993. "Minimum MSE estimation of a regression model with fixed effects from a series of cross-sections," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 125-136, September.
    12. Beydoun, May A. & Powell, Lisa M. & Wang, Youfa, 2008. "The association of fast food, fruit and vegetable prices with dietary intakes among US adults: Is there modification by family income?," Social Science & Medicine, Elsevier, vol. 66(11), pages 2218-2229, June.
    13. Dragan Miljkovic & William Nganje, 2008. "Regional obesity determinants in the United States: a model of myopic addictive behavior in food consumption," Agricultural Economics, International Association of Agricultural Economists, vol. 38(3), pages 375-384, May.
    14. Timothy J. Richards & Paul M. Patterson & Abebayehu Tegene, 2007. "Obesity And Nutrient Consumption: A Rational Addiction?," Contemporary Economic Policy, Western Economic Association International, vol. 25(3), pages 309-324, July.
    15. Meng, Yang & Brennan, Alan & Purshouse, Robin & Hill-McManus, Daniel & Angus, Colin & Holmes, John & Meier, Petra Sylvia, 2014. "Estimation of own and cross price elasticities of alcohol demand in the UK—A pseudo-panel approach using the Living Costs and Food Survey 2001–2009," Journal of Health Economics, Elsevier, vol. 34(C), pages 96-103.
    16. David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003. "Why Have Americans Become More Obese?," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 93-118, Summer.
    17. Brown, Mark G., 2008. "Impact of Income on Price and Income Responses in the Differential Demand System," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(2), pages 593-608, August.
    18. Zheng, Yuqing & Kaiser, Harry M., 2008. "Advertising and U. S. Nonalcoholic Beverage Demand," Agricultural and Resource Economics Review, Cambridge University Press, vol. 37(2), pages 147-159, October.
    19. Yuqing Zheng & Henry Kinnucan & Harry Kaiser, 2010. "Measuring and testing advertising-induced rotation in the demand curve," Applied Economics, Taylor & Francis Journals, vol. 42(13), pages 1601-1614.
    20. Stafford, Mai & Cummins, Steven & Ellaway, Anne & Sacker, Amanda & Wiggins, Richard D. & Macintyre, Sally, 2007. "Pathways to obesity: Identifying local, modifiable determinants of physical activity and diet," Social Science & Medicine, Elsevier, vol. 65(9), pages 1882-1897, November.
    21. Cornwell, Christopher & Trumbull, William N, 1994. "Estimating the Economic Model of Crime with Panel Data," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 360-366, May.
    22. Zheng, Yuqing & Kaiser, Harry M., 2008. "Estimating Asymmetric Advertising Response: An Application to U.S. Nonalcoholic Beverage Demand," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(3), pages 1-13, December.
    23. Cawley, John & Meyerhoefer, Chad, 2012. "The medical care costs of obesity: An instrumental variables approach," Journal of Health Economics, Elsevier, vol. 31(1), pages 219-230.
    24. François Gardes & Greg J, Duncan & Patrice Gaubert & Christophe Starzec, 2002. "Panel and Pseudo-Panel Estimation of Cross-Sectional and Time Series Elasticities of Food Consumption : The Case of American and Polish Data," Working Papers 2002-02, Center for Research in Economics and Statistics.
    25. Almas Heshmati & Subal C. Kumbhakar, 1997. "Estimation Of Technical Efficiency In Swedish Crop Farms: A Pseudo Panel Data Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 22-37, January.
    26. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
    27. Francisca Antman & David J. McKenzie, 2007. "Earnings Mobility and Measurement Error: A Pseudo-Panel Approach," Economic Development and Cultural Change, University of Chicago Press, vol. 56(1), pages 125-161, October.
    28. Powell, Lisa M., 2009. "Fast food costs and adolescent body mass index: Evidence from panel data," Journal of Health Economics, Elsevier, vol. 28(5), pages 963-970, September.
    29. Euna Han & Lisa M. Powell, 2013. "Fast Food Prices And Adult Body Weight Outcomes: Evidence Based On Longitudinal Quantile Regression Models," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 528-536, July.
    30. Blundell, Richard & Meghir, Costas & Neves, Pedro, 1993. "Labour supply and intertemporal substitution," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 137-160, September.
    31. Brown, Mark G., 2008. "Impact of Income on Price and Income Responses in the Differential Demand System," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(2), pages 1-16, August.
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    Cited by:

    1. Cheng Chen & Xianglong Xu & Yan Yan, 2018. "Estimated global overweight and obesity burden in pregnant women based on panel data model," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-14, August.

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