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The Effects of Statistical Information on Risk and Ambiguity Attitudes, and on Rational Insurance Decisions

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  • Peter P. Wakker

    (Econometric Institute, Erasmus University, 3000 DR Rotterdam, The Netherlands)

  • Daniëlle R. M. Timmermans

    (Institute of Social Medicine, EMGO Institute, Free University of Amsterdam, 1081 BT Amsterdam, The Netherlands)

  • Irma Machielse

    (Rijksvoorlichtingsdienst, 2500 EA The Hague, The Netherlands)

Abstract

This paper presents a field study into the effects of statistical information concerning risks on willingness to take insurance, with special attention being paid to the usefulness of these effects for the clients (the insured). Unlike many academic studies, we were able to use in-depth individual interviews of a large representative sample from the general public (N=476). The statistical information that had the most interesting effects, "individual own past-cost information," unfortunately enhanced adverse selection, which we could directly verify because the real health costs of the clients were known. For a prescriptive evaluation this drawback must be weighted against some advantages: a desirable interaction with risk attitude, increased customer satisfaction, and increased cost awareness. Descriptively, ambiguity seeking was found rather than ambiguity aversion, and no risk aversion was found for loss outcomes. Both findings, obtained in a natural decision context, deviate from traditional views in risk theory but are in line with prospect theory. We confirmed prospect theory's reflection at the level of group averages but falsified it at the individual level.

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  • Peter P. Wakker & Daniëlle R. M. Timmermans & Irma Machielse, 2007. "The Effects of Statistical Information on Risk and Ambiguity Attitudes, and on Rational Insurance Decisions," Management Science, INFORMS, vol. 53(11), pages 1770-1784, November.
  • Handle: RePEc:inm:ormnsc:v:53:y:2007:i:11:p:1770-1784
    DOI: 10.1287/mnsc.1070.0735
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    6. Martin G. Kocher & Stefan T. Trautmann, 2013. "Selection Into Auctions For Risky And Ambiguous Prospects," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 882-895, January.
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    8. Jean Desrochers & J. Francois Outreville, 2013. "Uncertainty, Ambiguity and Risk Taking: an experimental investigation of consumer behavior and demand for insurance," ICER Working Papers 10-2013, ICER - International Centre for Economic Research.
    9. Menachem Brenner & Yehuda Izhakian, 2011. "Asset Priving and Ambiguity: Empirical Evidence," Working Papers 11-10, New York University, Leonard N. Stern School of Business, Department of Economics.
    10. Tianzhuo Liu & Huifang Jiao, 2018. "Insights into the Effects of Cognitive Factors and Risk Attitudes on Fire Risk Mitigation Behavior," Computational Economics, Springer;Society for Computational Economics, vol. 52(4), pages 1213-1232, December.
    11. Arno Riedl, 2009. "Behavioral and Experimental Economics Can Inform Public Policy: Some Thoughts," CESifo Working Paper Series 2902, CESifo.
    12. Théodora Dupont-Courtade, 2012. "Insurance demand under ambiguity and conflict for extreme risks: Evidence from a large representative survey," Documents de travail du Centre d'Economie de la Sorbonne 12020, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    13. Elisabeth Gsottbauer & Jeroen Bergh, 2011. "Environmental Policy Theory Given Bounded Rationality and Other-regarding Preferences," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(2), pages 263-304, June.
    14. K. P. M. Winssen & R. C. Kleef & W. P. M. M. Ven, 2016. "Potential determinants of deductible uptake in health insurance: How to increase uptake in The Netherlands?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(9), pages 1059-1072, December.
    15. W. J. Wouter Botzen & Jeroen C.J.M. van den Bergh, 2009. "Bounded Rationality, Climate Risks, and Insurance: Is There a Market for Natural Disasters?," Land Economics, University of Wisconsin Press, vol. 85(2), pages 265-278.
    16. Botzen, W.J.W. & van den Bergh, J.C.J.M., 2012. "Risk attitudes to low-probability climate change risks: WTP for flood insurance," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 151-166.
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    18. Bilbao-Terol, Amelia & Arenas-Parra, Mar & Cañal-Fernández, Verónica, 2016. "A model based on Copula Theory for sustainable and social responsible investments," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 19(1), pages 55-76.
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    20. Brenner, Menachem & Izhakian, Yehuda, 2018. "Asset pricing and ambiguity: Empirical evidence⁎," Journal of Financial Economics, Elsevier, vol. 130(3), pages 503-531.

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