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Does Health Insurance Make You Fat?

Jayanta Bhattacharya
Stanford University - Center for Primary Care and Outcomes Research; National Bureau of Economic Research (NBER)

M. Kate Bundorf
Stanford University - Department of Health Research And Policy; National Bureau of Economic Research (NBER)

Noemi Pace
University College London

Neeraj Sood
RAND Corporation; National Bureau of Economic Research (NBER)


July 2009

NBER Working Paper No. w15163

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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JEL Classifications: H23, I1

Working Paper Series

Date posted: July 21, 2009 ; Last revised: August 11, 2009

Suggested Citation

Bhattacharya, Jayanta, Bundorf, M. Kate Kate, Pace, Noemi and Sood, Neeraj, Does Health Insurance Make You Fat? (July 2009). NBER Working Paper No. w15163. Available at SSRN: http://ssrn.com/abstract=1435601


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Contact Information

Jayanta Bhattacharya (Contact Author)
Stanford University - Center for Primary Care and Outcomes Research ( email )
Center for Health Policy
179 Encina Commons
Stanford, CA 94305-6019
United States
650-736-0404 (Phone)
650-723-1919 (Fax)
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
M. Kate Bundorf
Stanford University - Department of Health Research And Policy ( email )
Stanford, CA 94305
United States
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
Noemi Pace
University College London ( email )
Gower Street
London WC1E 6BT WC1E 6BT
United Kingdom
Neeraj Sood
RAND Corporation ( email )
P.O. Box 2138
1700 Main Street
Santa Monica, CA 90407-2138
United States
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
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