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Incentives in Obesity and Health Insurance

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  • Inas Rashad
  • Sara Markowitz

Abstract

The obesity rate in the United States has risen significantly in the past few decades. While a number of economic causes for the rise in obesity have been explored, little attention has been on the role of health insurance per se. This paper examines obesity in the context of a model where health insurance status can influence body weight. We attempt to isolate the effects of ex ante moral hazard, where people with health insurance may change their behaviors towards weight control. We use data from the Behavioral Risk Factor Surveillance System from 1993 to 2002 to determine the potential effect of having health insurance on measures of body weight. In our analyses, we control for a variety of confounding factors that may influence body weight and address the endogenous nature of health insurance. Our results show evidence that having insurance is associated with higher body mass (particularly for those above the poverty threshold) and an increased probability of being overweight. However, we find no evidence that having insurance affects the probability of being obese.

Suggested Citation

  • Inas Rashad & Sara Markowitz, 2007. "Incentives in Obesity and Health Insurance," NBER Working Papers 13113, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:13113
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    References listed on IDEAS

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    1. David Card & Carlos Dobkin & Nicole Maestas, 2004. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization and Health Evidence from Medicare," Working Papers WR-197, RAND Corporation.
    2. Darius Lakdawalla & Tomas Philipson, 2002. "The Growth of Obesity and Technological Change: A Theoretical and Empirical Examination," Working Papers 0203, Harris School of Public Policy Studies, University of Chicago.
    3. Jay Bhattacharya & Neeraj Sood, 2006. "Health Insurance and the Obesity Externality," Advances in Health Economics and Health Services Research, in: The Economics of Obesity, pages 279-318, Emerald Group Publishing Limited.
    4. James J. Heckman & Thomas E. MaCurdy, 1985. "A Simultaneous Equations Linear Probability Model," Canadian Journal of Economics, Canadian Economics Association, vol. 18(1), pages 28-37, February.
    5. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 2-16, January.
    6. 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.
    7. David Card & Carlos Dobkin & Nicole Maestas, 2004. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization and Health: Evidence from Medicare," NBER Working Papers 10365, National Bureau of Economic Research, Inc.
    8. Dhaval Dave & Robert Kaestner, 2009. "Health insurance and ex ante moral hazard: evidence from Medicare," International Journal of Health Economics and Management, Springer, vol. 9(4), pages 367-390, December.
    9. Inas Rashad & Michael Grossman & Shin-Yi Chou, 2006. "The Super Size of America: An Economic Estimation of Body Mass Index and Obesity in Adults," Eastern Economic Journal, Eastern Economic Association, vol. 32(1), pages 133-148, Winter.
    10. Tomas Philipson, 2001. "The world‐wide growth in obesity: an economic research agenda," Health Economics, John Wiley & Sons, Ltd., vol. 10(1), pages 1-7, January.
    11. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    12. Burkhauser, Richard V. & Cawley, John, 2008. "Beyond BMI: The value of more accurate measures of fatness and obesity in social science research," Journal of Health Economics, Elsevier, vol. 27(2), pages 519-529, March.
    13. Komlos, John & Smith, Patricia K. & Bogin, Barry, 2003. "Obesity and the Rate of Time Preference: Is there a Connection?," Discussion Papers in Economics 60, University of Munich, Department of Economics.
    14. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    15. Ehrlich, Isaac & Becker, Gary S, 1972. "Market Insurance, Self-Insurance, and Self-Protection," Journal of Political Economy, University of Chicago Press, vol. 80(4), pages 623-648, July-Aug..
    16. Smith, Patricia K. & Bogin, Barry & Bishai, David, 2005. "Are time preference and body mass index associated?: Evidence from the National Longitudinal Survey of Youth," Economics & Human Biology, Elsevier, vol. 3(2), pages 259-270, July.
    17. Zweifel, Peter & Manning, Willard G., 2000. "Moral hazard and consumer incentives in health care," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 8, pages 409-459, Elsevier.
    18. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 27-28, January.
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    2. 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.
    3. Trenton Smith & Hayley Chouinard & Philip Wandschneider, 2009. "Waiting for the Invisible Hand: Market Power and Endogenous Information in the Modern Market for Food," Working Papers 2009-07, School of Economic Sciences, Washington State University.
    4. Bhattacharya, Jay & Packalen, Mikko, 2012. "The other ex ante moral hazard in health," Journal of Health Economics, Elsevier, vol. 31(1), pages 135-146.
    5. Kuku-Shittu, Oluyemisi & Gundersen, Craig & Garasky, Steven B., 2008. "Food insecurity and childhood obesity: beyond categorical and linear representations," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6163, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Melayne M. McInnes & Judith A. Shinogle, 2011. "Physical Activity: Economic and Policy Factors," NBER Chapters, in: Economic Aspects of Obesity, pages 249-282, National Bureau of Economic Research, Inc.
    7. Smith, Trenton G. & Chouinard, Hayley H. & Wandschneider, Philip R., 2011. "Waiting for the invisible hand: Novel products and the role of information in the modern market for food," Food Policy, Elsevier, vol. 36(2), pages 239-249, April.
    8. Mallick, Debdulal, 2012. "Microfinance and Moneylender Interest Rate: Evidence from Bangladesh," World Development, Elsevier, vol. 40(6), pages 1181-1189.
    9. Barone, Adriana & O'Higgins, Niall, 2010. "Fat and out in Salerno and its province: Adolescent obesity and early school leaving in Southern Italy," Economics & Human Biology, Elsevier, vol. 8(1), pages 44-57, March.
    10. Faria, João Ricardo & Wang, Le & Wu, Zhongmin, 2012. "Debts on debts," The North American Journal of Economics and Finance, Elsevier, vol. 23(2), pages 203-219.
    11. Antinyan, Armenak & Baghdasaryan, Vardan & Grigoryan, Aleksandr, 2021. "Charitable giving, social capital and positional concerns," Cardiff Economics Working Papers E2021/33, Cardiff University, Cardiff Business School, Economics Section.
    12. ZHAO, Guochang, 2015. "Can money ‘buy’ schooling achievement? Evidence from 19 Chinese cities," China Economic Review, Elsevier, vol. 35(C), pages 83-104.
    13. Antinyan, Armenak & Baghdasaryan, Vardan & Grigoryan, Aleksandr, 2022. "Charitable giving, social capital, and positional concerns," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 101(C).

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