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INSURANCE FRAUD THROUGH COLLUSION BETWEEN POLICYHOLDERS AND CAR DEALERS: THEORY AND EMPIRICAL EVIDENCE Pierre PICARD

Author

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  • Pierre Picard

    (X-DEP-ECO - Département d'Économie de l'École Polytechnique - X - École polytechnique)

  • Kili Wang

    (TKU - Tamkang University [New Taipei])

Abstract

We analyze, from theoretical and empirical standpoints, how insurance distribution channels may a§ect fraud when policyholders and service providers collude. The empirical analysis focuses on the Taiwan automobile insurance market. Striking forms of claims manipulation exist in this market: opportunistic policyholders tend to manipulate claim dates to reduce the burden of deductibles and to take advantage of the bonus-malus mechanism. We focus our attention on the role of dealer-owned agents (DOAs), since they have informational and bargaining advantages when faced with insurers and may be tempted to encourage collusion between their car repairers and policyholders. We develop an optimal contract model with claim auditing, where contracts are sold either through DOAs or through standard independent agents, and where policyholders and car repairers may collude to manipulate claims. We also use a database from the largest Taiwanese insurance company to test for the relevance of theoretical predictions. In particular, we verify that fraud occurs through the postponing of claims to the end of the policy year, possibly by Öling one single claim for several events, and we show that the fraud rate is larger among policyholders who purchase insurance through the DOA channel than among other policyholders.

Suggested Citation

  • Pierre Picard & Kili Wang, 2015. "INSURANCE FRAUD THROUGH COLLUSION BETWEEN POLICYHOLDERS AND CAR DEALERS: THEORY AND EMPIRICAL EVIDENCE Pierre PICARD," Working Papers hal-01140590, HAL.
  • Handle: RePEc:hal:wpaper:hal-01140590
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    References listed on IDEAS

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    1. Ching‐To Albert Ma & Thomas G. Mcguire, 2002. "Network Incentives in Managed Health Care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(1), pages 1-35, March.
    2. Dionne, Georges & Gagne, Robert, 2002. "Replacement Cost Endorsement and Opportunistic Fraud in Automobile Insurance," Journal of Risk and Uncertainty, Springer, vol. 24(3), pages 213-230, May.
    3. Picard, Pierre, 1996. "Auditing claims in the insurance market with fraud: The credibility issue," Journal of Public Economics, Elsevier, vol. 63(1), pages 27-56, December.
    4. Georges Dionne & Mélissa La Haye & Anne-Sophie Bergerès, 2015. "Does asymmetric information affect the premium in mergers and acquisitions?," Canadian Journal of Economics, Canadian Economics Association, vol. 48(3), pages 819-852, August.
    5. Esther Gal‐Or, 1997. "Exclusionary Equilibria in Health‐Care Markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 6(1), pages 5-43, March.
    6. Alger, Ingela & Albert Ma, Ching-to, 2003. "Moral hazard, insurance, and some collusion," Journal of Economic Behavior & Organization, Elsevier, vol. 50(2), pages 225-247, February.
    7. Georges Dionne & Pascal St-Amour & Désiré Vencatachellum, 2009. "Asymmetric Information and Adverse Selection in Mauritian Slave Auctions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1269-1295.
    8. Murphy, Kevin M & Topel, Robert H, 2002. "Estimation and Inference in Two-Step Econometric Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 88-97, January.
    9. M. Martin Boyer, 2004. "Overcompensation as a Partial Solution to Commitment and Renegotiation Problems: The Case of Ex Post Moral Hazard," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(4), pages 559-582, December.
    10. repec:hal:journl:hal-00366079 is not listed on IDEAS
    11. Gourieroux,Christian & Monfort,Alain, 1995. "Statistics and Econometric Models," Cambridge Books, Cambridge University Press, number 9780521405515.
    12. Chu-Shiu Li & Chwen-Chi Liu & Sheng-Chang Peng, 2013. "Expiration Dates in Automobile Insurance Contracts: The Curious Case of Last Policy Month Claims in Taiwan," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 38(1), pages 23-47, March.
    13. Bourgeon, Jean-Marc & Picard, Pierre & Pouyet, Jerome, 2008. "Providers' affiliation, insurance and collusion," Journal of Banking & Finance, Elsevier, vol. 32(1), pages 170-186, January.
    14. Tennyson, Sharon, 1997. "Economic institutions and individual ethics: A study of consumer attitudes toward insurance fraud," Journal of Economic Behavior & Organization, Elsevier, vol. 32(2), pages 247-265, February.
    15. Murthy, D. N. P. & Djamaludin, I., 2002. "New product warranty: A literature review," International Journal of Production Economics, Elsevier, vol. 79(3), pages 231-260, October.
    16. Chu‐Shiu Li & Chwen‐Chi Liu & Jia‐Hsing Yeh, 2007. "The Incentive Effects of Increasing Per‐Claim Deductible Contracts in Automobile Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 74(2), pages 441-459, June.
    17. Georges Dionne & Christian Gourieroux & Charles Vanasse, 2001. "Testing for Evidence of Adverse Selection in the Automobile Insurance Market: A Comment," Journal of Political Economy, University of Chicago Press, vol. 109(2), pages 444-473, April.
    18. Ma, Ching-to Albert & McGuire, Thomas G, 1997. "Optimal Health Insurance and Provider Payment," American Economic Review, American Economic Association, vol. 87(4), pages 685-704, September.
    19. Georges Dionne & Christian Gourieroux & Charles Vanasse, 1997. "The Informational Content of Household Decisions," Working Papers 97-01, Center for Research in Economics and Statistics.
    20. Georges Dionne (ed.), 2013. "Handbook of Insurance," Springer Books, Springer, edition 2, number 978-1-4614-0155-1, December.
    21. Gourieroux,Christian & Monfort,Alain, 1995. "Statistics and Econometric Models 2 volume set," Cambridge Books, Cambridge University Press, number 9780521478373, July.
    22. Anthony Miyazaki, 2009. "Perceived Ethicality of Insurance Claim Fraud: Do Higher Deductibles Lead to Lower Ethical Standards?," Journal of Business Ethics, Springer, vol. 87(4), pages 589-598, July.
    23. Mayers, David & Smith, Clifford W, Jr, 1981. "Contractual Provisions, Organizational Structure, and Conflict Control in Insurance Markets," The Journal of Business, University of Chicago Press, vol. 54(3), pages 407-434, July.
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    Keywords

    Insurance; fraud; audit; insurance distribution;
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