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Incentive effects in the demand for health care: a bivariate panel count data estimation

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  • Andreas Million
  • Regina T. Riphahn
  • Achim Wambach

Abstract

This paper contributes in three dimensions to the literature on health care demand. First, it features the first application of a bivariate random effects estimator in a count data setting, to permit the efficient estimation of this type of model with panel data. Second, it provides an innovative test of adverse selection and confirms that high-risk individuals are more likely to acquire supplemental add-on insurance. Third, the estimations yield that in accordance with the theory of moral hazard, we observe a much lower frequency of doctor visits among the self-employed, and among mothers of small children. Copyright © 2002 John Wiley & Sons, Ltd.

Suggested Citation

  • Andreas Million & Regina T. Riphahn & Achim Wambach, 2003. "Incentive effects in the demand for health care: a bivariate panel count data estimation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(4), pages 387-405.
  • Handle: RePEc:jae:japmet:v:18:y:2003:i:4:p:387-405
    DOI: 10.1002/jae.680
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    File URL: http://qed.econ.queensu.ca:80/jae/2003-v18.4/
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    References listed on IDEAS

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    4. Ellis, Randall P, 1989. "Employee Choice of Health Insurance," The Review of Economics and Statistics, MIT Press, vol. 71(2), pages 215-223, May.
    5. Hellwig, Martin F., 1988. "A note on the specification of interfirm communication in insurance markets with adverse selection," Journal of Economic Theory, Elsevier, vol. 46(1), pages 154-163, October.
    6. Holly, Alberto & Gardiol, Lucien & Domenighetti, Gianfranco & Brigitte Bisig, 1998. "An econometric model of health care utilization and health insurance in Switzerland," European Economic Review, Elsevier, vol. 42(3-5), pages 513-522, May.
    7. 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.
    8. Geil, Peter, et al, 1997. "Economic Incentives and Hospitalization in Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 295-311, May-June.
    9. 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.
    10. Marquis, M. Susan, 1992. "Adverse selection with a multiple choice among health insurance plans: A simulation analysis," Journal of Health Economics, Elsevier, vol. 11(2), pages 129-151, August.
    11. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    12. Coulson, N Edward, et al, 1995. "Estimating the Moral-Hazard Effect of Supplemental Medical Insurance in the Demand for Prescription Drugs by the Elderly," American Economic Review, American Economic Association, vol. 85(2), pages 122-126, May.
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    14. Marquis, M Susan & Phelps, Charles E, 1987. "Price Elasticity and Adverse Selection in the Demand for Supplementary Health Insurance," Economic Inquiry, Western Economic Association International, vol. 25(2), pages 299-313, April.
    15. Cameron, A Colin & Trivedi, Pravin K, 1986. "Econometric Models Based on Count Data: Comparisons and Applications of Some Estimators and Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
    16. Altman, Daniel & Cutler, David M & Zeckhauser, Richard J, 1998. "Adverse Selection and Adverse Retention," American Economic Review, American Economic Association, vol. 88(2), pages 122-126, May.
    17. Winfried Pohlmeier & Volker Ulrich, 1995. "An Econometric Model of the Two-Part Decisionmaking Process in the Demand for Health Care," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 339-361.
    18. A. C. Cameron & P. K. Trivedi & Frank Milne & J. Piggott, 1988. "A Microeconometric Model of the Demand for Health Care and Health Insurance in Australia," Review of Economic Studies, Oxford University Press, vol. 55(1), pages 85-106.
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