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Risk classification with on‐demand insurance

Author

Listed:
  • Alexander Braun
  • Niklas Haeusle
  • Paul Thistle

Abstract

On‐demand insurance is an innovative business model from the InsurTech space, which provides coverage for episodic risks. It makes use of a simple fact in a practical way: People differ in their frequency of exposure as well as the probability of loss. The extra dimension of heterogeneity can be used to screen the insured and shifts the utility‐possibility frontier outward. We provide a sufficient condition under which type‐specific full insurance at the actuarially fair price is incentive compatible. We also show that our results hold for various real‐world implementations of on‐demand insurance.

Suggested Citation

  • Alexander Braun & Niklas Haeusle & Paul Thistle, 2023. "Risk classification with on‐demand insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(4), pages 975-990, December.
    • Handle: RePEc:bla:jrinsu:v:90:y:2023:i:4:p:975-990
    DOI: 10.1111/jori.12429
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    References listed on IDEAS

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    1. Martin Eling & Ruo Jia & Jieyu Lin & Casey Rothschild, 2022. "Technology heterogeneity and market structure," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(2), pages 427-448, June.
    2. Bond, Eric W & Crocker, Keith J, 1991. "Smoking, Skydiving, and Knitting: The Endogenous Categorization of Risks in Insurance Markets with Asymmetric Information," Journal of Political Economy, University of Chicago Press, vol. 99(1), pages 177-200, February.
    3. Gemmo, Irina & Browne, Mark J. & Gründl, Helmut, 2017. "Transparency aversion and insurance market equilibria," ICIR Working Paper Series 25/17, Goethe University Frankfurt, International Center for Insurance Regulation (ICIR).
    4. Smith, Bruce D & Stutzer, Michael J, 1990. "Adverse Selection, Aggregate Uncertainty, and the Role for Mutual Insurance Contracts," The Journal of Business, University of Chicago Press, vol. 63(4), pages 493-510, October.
    5. Hellwig, Martin, 1987. "Some recent developments in the theory of competition in markets with adverse selection ," European Economic Review, Elsevier, vol. 31(1-2), pages 319-325.
    6. Michael Hoy, 1982. "Categorizing Risks in the Insurance Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(2), pages 321-336.
    7. Spence, Michael, 1978. "Product differentiation and performance in insurance markets," Journal of Public Economics, Elsevier, vol. 10(3), pages 427-447, December.
    8. Finkelstein, Amy & Poterba, James & Rothschild, Casey, 2009. "Redistribution by insurance market regulation: Analyzing a ban on gender-based retirement annuities," Journal of Financial Economics, Elsevier, vol. 91(1), pages 38-58, January.
    9. Lisa L. Posey & Paul D. Thistle, 2017. "Automobile Insurance and Driver Ability: Contract Choice as a Screening Mechanism," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 42(2), pages 141-170, September.
    10. Lisa L. Posey & Paul D. Thistle, 2017. "Automobile Insurance and Driver Ability: Contract Choice as a Screening Mechanism," The Geneva Papers on Risk and Insurance Theory, Springer;International Association for the Study of Insurance Economics (The Geneva Association), vol. 42(2), pages 141-170, September.
    11. Keith J. Crocker & Arthur Snow, 2011. "Multidimensional Screening in Insurance Markets with Adverse Selection," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(2), pages 287-307, June.
    12. Crocker, Keith J & Snow, Arthur, 1986. "The Efficiency Effects of Categorical Discrimination in the Insurance Industry," Journal of Political Economy, University of Chicago Press, vol. 94(2), pages 321-344, April.
    13. Casey Rothschild, 2015. "Nonexclusivity, Linear Pricing, and Annuity Market Screening," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(1), pages 1-32, March.
    14. James A. Ligon & Paul D. Thistle, 2005. "The Formation of Mutual Insurers in Markets with Adverse Selection," The Journal of Business, University of Chicago Press, vol. 78(2), pages 529-556, March.
    15. Keith J. Crocker & Nan Zhu, 2021. "The efficiency of voluntary risk classification in insurance markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(2), pages 325-350, June.
    16. Georges Dionne & Casey Rothschild, 2014. "Economic Effects of Risk Classification Bans," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 39(2), pages 184-221, September.
    17. Casey Rothschild, 2011. "The Efficiency of Categorical Discrimination in Insurance Markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(2), pages 267-285, June.
    18. 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.
    19. Crocker, Keith J. & Snow, Arthur, 1985. "The efficiency of competitive equilibria in insurance markets with asymmetric information," Journal of Public Economics, Elsevier, vol. 26(2), pages 207-219, March.
    20. Wilson, Charles, 1977. "A model of insurance markets with incomplete information," Journal of Economic Theory, Elsevier, vol. 16(2), pages 167-207, December.
    21. Braun, Alexander & Schreiber, Florian, 2017. "The Current InsurTech Landscape: Business Models and Disruptive Potential," I.VW HSG Schriftenreihe, University of St.Gallen, Institute of Insurance Economics (I.VW-HSG), volume 62, number 62.
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