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A Welfare Analysis of Genetic Testing in Health Insurance Markets with Adverse Selection and Prevention

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  • Bardey, David
  • De Donder, Philippe

Abstract

Personalized medicine is still in its infancy, with costly genetic tests providing little actionable information in terms of efficient prevention decisions. As a consequence, few people undertake these tests currently, and health insurance contracts pool all agents irrespective of their genetic background. Cheaper and especially more informative tests will induce more people to undertake these tests, potentially impacting not only the pricing but also the type of health insurance contracts. We develop a setting with endogenous observable prevention and adverse selection and we study which contract type (pooling or separating) emerges at equilibrium as a function of the proportion of agents undertaking the genetic test as well as of the informativeness of this test. Starting from the current low take-up rate generating at equilibrium a pooling con- tract with no prevention effort, we show that an increase in the take-up rate may decrease welfare as long as the equilibrium remains pooling and is especially detrimental when the equilibrium becomes separating. Similarly, decreasing the prevention effort cost (a proxy for more informative tests) is detrimental to welfare when it changes the type of equilibrium from pooling to separating. These results imply that the desirability of public policies encouraging genetic test taking or decreasing the cost of prevention effort varies according to the type of contracts observed in health insurance markets. Especially, such policies may not be advisable in the short run, as long as the equilibrium is pooling.

Suggested Citation

  • Bardey, David & De Donder, Philippe, 2019. "A Welfare Analysis of Genetic Testing in Health Insurance Markets with Adverse Selection and Prevention," TSE Working Papers 19-1035, Toulouse School of Economics (TSE), revised 22 Jan 2024.
  • Handle: RePEc:tse:wpaper:123347
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    1. Bardey, David & De Donder, Philippe & Mantilla, César, 2019. "How is the trade-off between adverse selection and discrimination risk affected by genetic testing? Theory and experiment," Journal of Health Economics, Elsevier, vol. 68(C).
    2. Bardey, David & De Donder, Philippe, 2013. "Genetic testing with primary prevention and moral hazard," Journal of Health Economics, Elsevier, vol. 32(5), pages 768-779.
    3. Francesca Barigozzi & Dominique Henriet, 2011. "Genetic Information: Comparing Alternative Regulatory Approaches When Prevention Matters," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 13(1), pages 23-46, February.
    4. Hirshleifer, Jack, 1971. "The Private and Social Value of Information and the Reward to Inventive Activity," American Economic Review, American Economic Association, vol. 61(4), pages 561-574, September.
    5. Hoel, Michael & Iversen, Tor & Nilssen, Tore & Vislie, Jon, 2006. "Genetic testing in competitive insurance markets with repulsion from chance: A welfare analysis," Journal of Health Economics, Elsevier, vol. 25(5), pages 847-860, September.
    6. Liran Einav & Amy Finkelstein, 2018. "Moral Hazard in Health Insurance: What We Know and How We Know It," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 957-982.
    7. David Crainich, 2017. "Self-Insurance With Genetic Testing Tools," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(1), pages 73-94, March.
    8. Hoel, Michael & Iversen, Tor, 2002. "Genetic testing when there is a mix of compulsory and voluntary health insurance," Journal of Health Economics, Elsevier, vol. 21(2), pages 253-270, March.
    9. Strohmenger, R. & Wambach, A., 2000. "Adverse selection and categorical discrimination in the health insurance markets: the effects of genetic tests," Journal of Health Economics, Elsevier, vol. 19(2), pages 197-218, March.
    10. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    11. Doherty, Neil A. & Thistle, Paul D., 1996. "Adverse selection with endogenous information in insurance markets," Journal of Public Economics, Elsevier, vol. 63(1), pages 83-102, December.
    12. Wilson, Charles, 1977. "A model of insurance markets with incomplete information," Journal of Economic Theory, Elsevier, vol. 16(2), pages 167-207, December.
    13. Peter, Richard & Richter, Andreas & Thistle, Paul, 2017. "Endogenous information, adverse selection, and prevention: Implications for genetic testing policy," Journal of Health Economics, Elsevier, vol. 55(C), pages 95-107.
    14. Michael Hoy & Fabienne Orsi & François Eisinger & Jean Paul Moatti, 2003. "The Impact of Genetic Testing on Healthcare Insurance," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 28(2), pages 203-221, April.
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    Cited by:

    1. Bardey, David & De Donder, Philippe & Mantilla, César, 2019. "How is the trade-off between adverse selection and discrimination risk affected by genetic testing? Theory and experiment," Journal of Health Economics, Elsevier, vol. 68(C).
    2. Posey, Lisa L. & Thistle, Paul D., 2021. "Genetic testing and genetic discrimination: Public policy when insurance becomes “too expensive”," Journal of Health Economics, Elsevier, vol. 77(C).

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    More about this item

    Keywords

    Adverse selection; consent law regulation; discrimination risk; person- alized medicine; pooling and separating equilibria; Wilson anticipatory equilibrium.;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private

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