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Does Health Insurance Make You Fat?

In: Economic Aspects of Obesity

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  • Jay Bhattacharya
  • M. Kate Bundorf
  • Noemi Pace
  • Neeraj Sood

Abstract

The prevalence of obesity has been rising dramatically in the U.S., leading to poor health and rising health care expenditures. The role of policy in addressing rising rates of obesity, however, is controversial. Policy recommendations for interventions intended to influence body weight decisions often assume the obesity creates negative externalities for the non-obese. We build on earlier work demonstrating that this argument depends on two important assumptions: 1) that the obese do not pay for their higher medical expenditures through differential payments for health care and health insurance, and 2) that body weight decisions are responsive to the incidence of medical care costs associated with obesity. In this paper, we test the latter proposition - that body weight is influenced by insurance coverage - using two approaches. First, we use data from the Rand Health Insurance Experiment, in which people were randomly assigned to varying levels of health insurance, to examine the effect of generosity of insurance coverage on body weight along the intensive coverage margin. Second, we use instrumental variables methods to estimate the effect of type of insurance coverage (private, public and none) on body weight along the extensive margin. We explicitly address the discrete nature of the endogenous indicator of health insurance coverage by estimating a nonlinear instrumental variables model. We find weak evidence that more generous insurance coverage increases body mass index. We find stronger evidence that being insured increases body mass index and obesity.
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Suggested Citation

  • Jay Bhattacharya & M. Kate Bundorf & Noemi Pace & Neeraj Sood, 2011. "Does Health Insurance Make You Fat?," NBER Chapters, in: Economic Aspects of Obesity, pages 35-64, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberch:11825
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    Cited by:

    1. Jay Bhattacharya & Neeraj Sood, 2011. "Who Pays for Obesity?," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 139-158, Winter.
    2. Bernard Black & José-Antonio Espín-Sánchez & Eric French & Kate Litvak, 2017. "The Long-Term Effect of Health Insurance on Near-Elderly Health and Mortality," American Journal of Health Economics, University of Chicago Press, vol. 3(3), pages 281-311, Summer.
    3. Harold L. Cole & Soojin Kim & Dirk Krueger, 2012. "Analyzing the Effects of Insuring Health Risks: On the Trade-off between Short Run Insurance Benefits vs. Long Run Incentive Costs," NBER Working Papers 18572, National Bureau of Economic Research, Inc.
    4. Augurzky, Boris & Bauer, Thomas K. & Reichert, Arndt R. & Schmidt, Christoph M. & Tauchmann, Harald, 2014. "Small Cash Rewards for Big Losers – Experimental Insights Into the Fight Against the Obesity Epidemic," Ruhr Economic Papers 530, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    5. Charles J. Courtemanche & Daniela Zapata, 2014. "Does Universal Coverage Improve Health? The Massachusetts Experience," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 36-69, January.
    6. Bhattacharya, Jay & Packalen, Mikko, 2012. "The other ex ante moral hazard in health," Journal of Health Economics, Elsevier, vol. 31(1), pages 135-146.
    7. Manan Roy, 2011. "How Well Does the U.S. Government Provide Health Insurance?," Departmental Working Papers 1102, Southern Methodist University, Department of Economics.
    8. Charles L. Baum & Shin-Yi Chou, 2011. "The Socio-Economic Causes of Obesity," NBER Working Papers 17423, National Bureau of Economic Research, Inc.
    9. M. Taha Kasim & Benjamin Ukert, 2021. "The impact of WIC participation on tobacco use and alcohol consumption," Contemporary Economic Policy, Western Economic Association International, vol. 39(3), pages 608-625, July.
    10. Soojin Kim & Dirk Krueger & Harold Cole, 2012. "Analyzing the Effects of Insuring Away Health Risks," 2012 Meeting Papers 609, Society for Economic Dynamics.
    11. 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.
    12. Robert Rosenman, 2011. "The public finance of healthy behavior," Public Choice, Springer, vol. 147(1), pages 173-188, April.
    13. Chad Cotti & Erik Nesson & Nathan Tefft, 2019. "Impacts of the ACA Medicaid expansion on health behaviors: Evidence from household panel data," Health Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 219-244, February.
    14. Fletcher, Jason M. & Frisvold, David E. & Tefft, Nathan, 2010. "The effects of soft drink taxes on child and adolescent consumption and weight outcomes," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 967-974, December.
    15. Dhaval M. Dave & Robert Kaestner & George L. Wehby, 2019. "Does public insurance coverage for pregnant women affect prenatal health behaviors?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(2), pages 419-453, April.
    16. Aparna Soni, 2020. "The effects of public health insurance on health behaviors: Evidence from the fifth year of Medicaid expansion," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1586-1605, December.
    17. Fichera, Eleonora & Banks, James & Siciliani, Luigi & Sutton, Matt, 2018. "Does patient health behaviour respond to doctor effort?," Journal of Economic Behavior & Organization, Elsevier, vol. 156(C), pages 225-251.
    18. repec:zbw:rwirep:0530 is not listed on IDEAS
    19. Dhaval M. Dave & Robert Kaestner & George L. Wehby, 2015. "Does Medicaid Coverage for Pregnant Women Affect Prenatal Health Behaviors?," NBER Working Papers 21049, National Bureau of Economic Research, Inc.
    20. Augurzky, Boris & Bauer, Thomas K. & Reichert, Arndt R. & Schmidt, Christoph M. & Tauchmann, Harald, 2018. "Habit formation, obesity, and cash rewards," Ruhr Economic Papers 750, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    21. Neeraj Sood & Yanyu Wu, 2013. "The Impact of Insurance and HIV Treatment Technology on HIV Testing," NBER Working Papers 19397, National Bureau of Economic Research, Inc.
    22. Cawley, John, 2015. "An economy of scales: A selective review of obesity's economic causes, consequences, and solutions," Journal of Health Economics, Elsevier, vol. 43(C), pages 244-268.
    23. Cole, Harold & Krueger, Dirk & Kim, Soojin, 2012. "Analyzing the Effects of Insuring Health Risks: On the Trade-off between Short Run Insurance Benefits vs. Long Run Incentive Co," CEPR Discussion Papers 9239, C.E.P.R. Discussion Papers.
    24. Charles Courtemanche & Garth Heutel & Patrick McAlvanah, 2015. "Impatience, Incentives and Obesity," Economic Journal, Royal Economic Society, vol. 125(582), pages 1-31, February.
    25. Boris Augurzky & Thomas K.Bauer & Arndt R. Reichert & Christoph M. Schmidt & Harald Tauchmann, 2014. "Small Cash Rewards for Big Losers – Experimental Insights Into the Fight Against the Obesity Epidemic," Ruhr Economic Papers 0530, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.

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    More about this item

    JEL classification:

    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • I1 - Health, Education, and Welfare - - Health

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