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Estimating the Tradeoff Between Risk Protection and Moral Hazard with a Nonlinear Budget Set Model of Health Insurance

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  • Amanda E. Kowalski

Abstract

Insurance induces a well-known tradeoff between the welfare gains from risk protection and the welfare losses from moral hazard. Empirical work traditionally estimates each side of the tradeoff separately, potentially yielding mutually inconsistent results. I develop a nonlinear budget set model of health insurance that allows for the calculation of both sides of the tradeoff simultaneously, allowing for a relationship between moral hazard and risk protection. An important feature of this model is that it considers nonlinearities in the consumer budget set that arise from deductibles, coinsurance rates, and stoplosses that alter moral hazard as well as risk protection relative to no insurance. I illustrate the properties of my model by estimating it using data on employer sponsored health insurance from a large firm. Within my empirical context, the average deadweight losses from moral hazard substantially outweigh the average welfare gains from risk protection. However, the welfare impact of moral hazard and risk protection are both small relative to transfers from the government through the tax preference for employer sponsored health insurance and transfers from some agents to other agents through a common premium.

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  • Amanda E. Kowalski, 2012. "Estimating the Tradeoff Between Risk Protection and Moral Hazard with a Nonlinear Budget Set Model of Health Insurance," NBER Working Papers 18108, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:18108
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    1. Liran Einav & Amy Finkelstein & Jonathan Levin, 2010. "Beyond Testing: Empirical Models of Insurance Markets," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 311-336, September.
    2. Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2013. "Selection on Moral Hazard in Health Insurance," American Economic Review, American Economic Association, vol. 103(1), pages 178-219, February.
    3. Jason Abaluck & Jonathan Gruber, 2011. "Choice Inconsistencies among the Elderly: Evidence from Plan Choice in the Medicare Part D Program," American Economic Review, American Economic Association, vol. 101(4), pages 1180-1210, June.
    4. Gary V. Engelhardt & Jonathan Gruber, 2011. "Medicare Part D and the Financial Protection of the Elderly," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 77-102, November.
    5. Burtless, Gary & Moffitt, Robert A, 1985. "The Joint Choice of Retirement Age and Postretirement Hours of Work," Journal of Labor Economics, University of Chicago Press, vol. 3(2), pages 209-236, April.
    6. Halpern, Janice & Hausman, Jerry A., 1986. "Choice under uncertainty: A model of applications for the social security disability insurance program," Journal of Public Economics, Elsevier, vol. 31(2), pages 131-161, November.
    7. Kolstad, Jonathan T. & Kowalski, Amanda E., 2012. "The impact of health care reform on hospital and preventive care: Evidence from Massachusetts," Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
    8. Raj Chetty, 2006. "A New Method of Estimating Risk Aversion," American Economic Review, American Economic Association, vol. 96(5), pages 1821-1834, December.
    9. Jason Abaluck & Jonathan Gruber, 2011. "Heterogeneity in Choice Inconsistencies among the Elderly: Evidence from Prescription Drug Plan Choice," American Economic Review, American Economic Association, vol. 101(3), pages 377-381, May.
    10. Raj Chetty & John N. Friedman & Tore Olsen & Luigi Pistaferri, 2010. "Adjustment Costs, Firm Responses, and Labor Supply Elasticities: Evidence from Danish Tax Records," CAM Working Papers 2010-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    11. Phelps, Charles E & Newhouse, Joseph P, 1974. "Coinsurance, the Price of Time, and the Demand for Medical Services," The Review of Economics and Statistics, MIT Press, vol. 56(3), pages 334-342, August.
    12. Amy Finkelstein & James Poterba, 2014. "Testing for Asymmetric Information Using “Unused Observables” in Insurance Markets: Evidence from the U.K. Annuity Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 81(4), pages 709-734, December.
    13. Randall P. Ellis, 1986. "Rational Behavior in the Presence of Coverage Ceilings and Deductibles," RAND Journal of Economics, The RAND Corporation, vol. 17(2), pages 158-175, Summer.
    14. Liran Einav & Amy Finkelstein & Mark R. Cullen, 2010. "Estimating Welfare in Insurance Markets Using Variation in Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 877-921.
    15. Aviva Aron-Dine & Liran Einav & Amy Finkelstein & Mark Cullen, 2012. "Moral hazard in health insurance: How important is forward looking behavior?," Discussion Papers 11-007, Stanford Institute for Economic Policy Research.
    16. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    17. Bruce D. Meyer & Bradley T. Heim, 2004. "Structural Labor Supply Models when Budget Constraints are Nonlinear," Econometric Society 2004 North American Winter Meetings 567, Econometric Society.
    18. Amanda Starc, 2014. "Insurer pricing and consumer welfare: evidence from Medigap," RAND Journal of Economics, RAND Corporation, vol. 45(1), pages 198-220, March.
    19. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    20. Cardon, James H & Hendel, Igal, 2001. "Asymmetric Information in Health Insurance: Evidence from the National Medical Expenditure Survey," RAND Journal of Economics, The RAND Corporation, vol. 32(3), pages 408-427, Autumn.
    21. Kowalski, A. & Kolstad, J., 2010. "The Impact of an Individual Health Insurance Mandate on Hospital and Preventive Care: Evidence from Massachusetts," Health, Econometrics and Data Group (HEDG) Working Papers 10/18, HEDG, c/o Department of Economics, University of York.
    22. Dean Karlan & Jonathan Zinman, 2009. "Observing Unobservables: Identifying Information Asymmetries With a Consumer Credit Field Experiment," Econometrica, Econometric Society, vol. 77(6), pages 1993-2008, November.
    23. Ching‐To Albert Ma & Michael H. Riordan, 2002. "Health Insurance, Moral Hazard, and Managed Care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(1), pages 81-107, March.
    24. Dalton, Christina M., 2014. "Estimating demand elasticities using nonlinear pricing," International Journal of Industrial Organization, Elsevier, vol. 37(C), pages 178-191.
    25. Soren Blomquist & Whitney Newey, 2002. "Nonparametric Estimation with Nonlinear Budget Sets," Econometrica, Econometric Society, vol. 70(6), pages 2455-2480, November.
    26. Chetty, Raj, 2006. "A general formula for the optimal level of social insurance," Journal of Public Economics, Elsevier, vol. 90(10-11), pages 1879-1901, November.
    27. Gary V. Engelhardt & Anil Kumar, 2007. "Employer Matching and 401(k) Saving: Evidence from the Health and Retirement Study," NBER Chapters, in: Public Policy and Retirement, Trans-Atlantic Public Economics Seminar (TAPES), pages 1920-1943, National Bureau of Economic Research, Inc.
    28. Hanming Fang & Alessandro Gavazza, 2011. "Dynamic Inefficiencies in an Employment-Based Health Insurance System: Theory and Evidence," American Economic Review, American Economic Association, vol. 101(7), pages 3047-3077, December.
    29. Blomquist, Soren, 1995. "Restrictions in labor supply estimation: Is the MaCurdy critique correct?," Economics Letters, Elsevier, vol. 47(3-4), pages 229-235, March.
    30. Gruber, Jonathan, 2000. "Health insurance and the labor market," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 12, pages 645-706, Elsevier.
    31. MaCurdy, Thomas, 1992. "Work Disincentive Effects of Taxes: A Reexamination of Some Evidence," American Economic Review, American Economic Association, vol. 82(2), pages 243-249, May.
    32. Thomas MaCurdy & David Green & Harry Paarsch, 1990. "Assessing Empirical Approaches for Analyzing Taxes and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 415-490.
    33. Aviva Aron-Dine & Liran Einav & Amy Finkelstein & Mark Cullen, 2015. "Moral Hazard in Health Insurance: Do Dynamic Incentives Matter?," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 725-741, October.
    34. Amanda Kowalski, 2016. "Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 107-117, January.
    35. Raj Chetty & John N. Friedman & Tore Olsen & Luigi Pistaferri, 2011. "Adjustment Costs, Firm Responses, and Micro vs. Macro Labor Supply Elasticities: Evidence from Danish Tax Records," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 749-804.
    36. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    37. Martin Feldstein & Jonathan Gruber, 1995. "A Major Risk Approach to Health Insurance Reform," NBER Chapters, in: Tax Policy and the Economy, Volume 9, pages 103-130, National Bureau of Economic Research, Inc.
    38. Leora Friedberg, 2000. "The Labor Supply Effects of the Social Security Earnings Test," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 48-63, February.
    39. Behzad T. Diba & Herschel I. Grossman, 1985. "The Impossibility of Rational Bubbles," NBER Working Papers 1615, National Bureau of Economic Research, Inc.
    40. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680.
    41. 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.
    42. Baily, Martin Neil, 1978. "Some aspects of optimal unemployment insurance," Journal of Public Economics, Elsevier, vol. 10(3), pages 379-402, December.
    43. Eichner, Matthew J, 1998. "The Demand for Medical Care: What People Pay Does Matter," American Economic Review, American Economic Association, vol. 88(2), pages 117-121, May.
    44. Pierre-Andre Chiappori & Bernard Salanie, 2000. "Testing for Asymmetric Information in Insurance Markets," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 56-78, February.
    45. 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..
    46. Keeler, Emmett B & Newhouse, Joseph P & Phelps, C E, 1977. "Deductibles and the Demand for Medical Care Services: The Theory of a Consumer Facing a Variable Price Schedule under Uncertainty," Econometrica, Econometric Society, vol. 45(3), pages 641-655, April.
    47. Martin Feldstein, 2006. "Balancing the Goals of Health Care Provision," NBER Working Papers 12279, National Bureau of Economic Research, Inc.
    48. Zeckhauser, Richard, 1970. "Medical insurance: A case study of the tradeoff between risk spreading and appropriate incentives," Journal of Economic Theory, Elsevier, vol. 2(1), pages 10-26, March.
    49. Hausman, Jerry A, 1985. "The Econometrics of Nonlinear Budget Sets," Econometrica, Econometric Society, vol. 53(6), pages 1255-1282, November.
    50. Jerry A. Hausman, 1980. "The Effect of Wages, Taxes, and Fixed Costs on Women's Labor Force Participation," NBER Chapters, in: Econometric Studies in Public Finance, pages 161-194, National Bureau of Economic Research, Inc.
    51. Burtless, Gary & Hausman, Jerry A, 1978. "The Effect of Taxation on Labor Supply: Evaluating the Gary Negative Income Tax Experiments," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 1103-1130, December.
    52. Duarte, Fabian, 2012. "Price elasticity of expenditure across health care services," Journal of Health Economics, Elsevier, vol. 31(6), pages 824-841.
    53. Feldstein, Martin S, 1973. "The Welfare Loss of Excess Health Insurance," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages 251-280, Part I, M.
    54. Jerry A. Hausman, 1979. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 33-54, Spring.
    55. Blomquist, Sören & Newey, Whitney, 1997. "Nonparametric Estimation of Labor Supply Functions Generated by Piece Wise Linear Budget Constraints," Working Paper Series 1997:24, Uppsala University, Department of Economics.
    56. Anil Kumar, 2012. "Nonparametric estimation of the impact of taxes on female labor supply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(3), pages 415-439, April.
    57. Michael Grossman, 1972. "A Stock Approach to the Demand for Health," NBER Chapters, in: The Demand for Health: A Theoretical and Empirical Investigation, pages 1-10, National Bureau of Economic Research, Inc.
    58. Patrick Bajari & Han Hong & Minjung Park & Robert Town, 2011. "Regression Discontinuity Designs with an Endogenous Forcing Variable and an Application to Contracting in Health Care," NBER Working Papers 17643, National Bureau of Economic Research, Inc.
    59. Manning, Willard G. & Marquis, M. Susan, 1996. "Health insurance: The tradeoff between risk pooling and moral hazard," Journal of Health Economics, Elsevier, vol. 15(5), pages 609-639, October.
    60. Jason T. Abaluck & Jonathan Gruber, 2009. "Choice Inconsistencies Among the Elderly: Evidence from Plan Choice in the Medicare Part D Program," NBER Working Papers 14759, National Bureau of Economic Research, Inc.
    61. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
    62. Keeler, Emmett B. & Rolph, John E., 1988. "The demand for episodes of treatment in the health insurance experiment," Journal of Health Economics, Elsevier, vol. 7(4), pages 337-367, December.
    63. Feldman, Roger & Dowd, Bryan, 1991. "A New Estimate of the Welfare Loss of Excess Health Insurance," American Economic Review, American Economic Association, vol. 81(1), pages 297-301, March.
    64. Nyman, John A., 1999. "The economics of moral hazard revisited," Journal of Health Economics, Elsevier, vol. 18(6), pages 811-824, December.
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    Cited by:

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    2. Toshiaki Iizuka & Hitoshi Shigeoka, 2018. "Free for Children? Patient Cost-sharing and Healthcare Utilization," NBER Working Papers 25306, National Bureau of Economic Research, Inc.
    3. Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2013. "The RAND Health Insurance Experiment, Three Decades Later," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 197-222, Winter.
    4. Kate Ho & Robin S. Lee, 2023. "Health insurance menu design for large employers," RAND Journal of Economics, RAND Corporation, vol. 54(4), pages 598-637, December.
    5. Gregory Cox, 2018. "Almost Sure Uniqueness of a Global Minimum Without Convexity," Papers 1803.02415, arXiv.org, revised Feb 2019.
    6. Steven W. Hemelt & Kevin M. Stange, 2016. "Marginal Pricing and Student Investment in Higher Education," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 35(2), pages 441-471, April.
    7. Ed Westerhout & Kees Folmer, 2013. "Why it may hurt to be insured: the effects of capping coinsurance payments," CPB Discussion Paper 239, CPB Netherlands Bureau for Economic Policy Analysis.
    8. Aviva Aron-Dine & Liran Einav & Amy Finkelstein & Mark R. Cullen, 2012. "Moral Hazard in Health Insurance: How Important Is Forward Looking Behavior?," NBER Working Papers 17802, National Bureau of Economic Research, Inc.
    9. Masaki Takahashi, 2023. "Insurance coverage, long-term care utilization, and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(8), pages 1383-1397, November.
    10. Lin, Haizhen & Sacks, Daniel W., 2019. "Intertemporal substitution in health care demand: Evidence from the RAND Health Insurance Experiment," Journal of Public Economics, Elsevier, vol. 175(C), pages 29-43.
    11. Sebastián Fleitas & Gautam Gowrisankaran & Anthony Lo Sasso, 2018. "Reclassification Risk in the Small Group Health Insurance Market," NBER Working Papers 24663, National Bureau of Economic Research, Inc.
    12. David Powell & Dana P. Goldman, 2014. "Moral Hazard and Adverse Selection in Private Health Insurance," Working Papers WR-1032, RAND Corporation.
    13. 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.
    14. Kairies-Schwarz, Nadja & Harrison, Glenn W. & Han, Johann, 2018. "Deductibles and Health Care Utilization: An Experiment on the Role of Forward-Looking Behavior," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181588, Verein für Socialpolitik / German Economic Association.
    15. Westerhout, Ed & Folmer, Kees, 2018. "The Effects of Capping Co-Insurance Payments," Discussion Paper 2018-050, Tilburg University, Center for Economic Research.
    16. Jason Abaluck & Jonathan Gruber & Ashley Swanson, 2015. "Prescription Drug Use under Medicare Part D: A Linear Model of Nonlinear Budget Sets," NBER Working Papers 20976, National Bureau of Economic Research, Inc.
    17. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
    18. Guo, Audrey & Zhang, Jonathan, 2019. "What to expect when you are expecting: Are health care consumers forward-looking?," Journal of Health Economics, Elsevier, vol. 67(C).
    19. Abaluck, Jason & Gruber, Jonathan & Swanson, Ashley, 2018. "Prescription drug use under Medicare Part D: A linear model of nonlinear budget sets," Journal of Public Economics, Elsevier, vol. 164(C), pages 106-138.
    20. Benjamin R. Handel, 2011. "Adverse Selection and Switching Costs in Health Insurance Markets: When Nudging Hurts," NBER Working Papers 17459, National Bureau of Economic Research, Inc.
    21. Haizhen Lin & Daniel W. Sacks, 2016. "Intertemporal Substitution in Health Care Demand: Evidence from the RAND Health Insurance Experiment," NBER Working Papers 22802, National Bureau of Economic Research, Inc.
    22. Klein, Tobias J. & Salm, Martin & Upadhyay, Suraj, 2024. "Patient Cost-Sharing and Redistribution in Health Insurance," IZA Discussion Papers 16778, Institute of Labor Economics (IZA).
    23. Benjamin R. Handel & Jonathan T. Kolstad, 2013. "Health Insurance for "Humans": Information Frictions, Plan Choice, and Consumer Welfare," NBER Working Papers 19373, National Bureau of Economic Research, Inc.
    24. Westerhout, Ed & Folmer, Kees, 2018. "The Effects of Capping Co-Insurance Payments," Other publications TiSEM 828746fb-4fb0-465b-bdff-3, Tilburg University, School of Economics and Management.

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    JEL classification:

    • H00 - Public Economics - - General - - - General
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private

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