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Complexity in insurance selection: Cross-classified multilevel analysis of experimental data

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  • Beşliu, Corina

Abstract

This paper uses laboratory experiments to test the predictions of expected utility theory applied to the context of coverage selection and the effects of complexity on the quality of decision making. Participants choose from menus of stylized insurance plans that vary across three measures of complexity. In each menu one insurance plan stochastically dominates the other options. Out of the three complexity measures, Coverage Similarity and State Complexity, have a statistically significant negative effect on participants’ ability to choose efficiently. Individuals’ decisions can be predicted by the expected utility paradigm only to a certain extent. When the number of payoff relevant states associated with an insurance plan increases, participants violate rationality axioms by selecting first order dominated plans. Similarly, the rate of dominated choices increases when the difference in the level of coverage between plans in the same choice menu is low.

Suggested Citation

  • Beşliu, Corina, 2022. "Complexity in insurance selection: Cross-classified multilevel analysis of experimental data," Journal of Behavioral and Experimental Finance, Elsevier, vol. 35(C).
  • Handle: RePEc:eee:beexfi:v:35:y:2022:i:c:s2214635022000521
    DOI: 10.1016/j.jbef.2022.100713
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    1. Paul Clarke & Claire Crawford & Fiona Steele & Anna Vignoles, 2010. "The Choice between fixed and random effects models: some considerations for educational research," The Centre for Market and Public Organisation 10/240, The Centre for Market and Public Organisation, University of Bristol, UK.
    2. Jeffrey M. Perloff & Steven C. Salop, 1985. "Equilibrium with Product Differentiation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(1), pages 107-120.
    3. Loewenstein, George & Friedman, Joelle Y. & McGill, Barbara & Ahmad, Sarah & Linck, Suzanne & Sinkula, Stacey & Beshears, John & Choi, James J. & Kolstad, Jonathan & Laibson, David & Madrian, Brigitte, 2013. "Consumers’ misunderstanding of health insurance," Journal of Health Economics, Elsevier, vol. 32(5), pages 850-862.
    4. B. Douglas Bernheim & Charles Sprenger, 2020. "On the Empirical Validity of Cumulative Prospect Theory: Experimental Evidence of Rank‐Independent Probability Weighting," Econometrica, Econometric Society, vol. 88(4), pages 1363-1409, July.
    5. Glenn Ellison, 2005. "A Model of Add-On Pricing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 585-637.
    6. John Y. Campbell & Howell E. Jackson & Brigitte C. Madrian & Peter Tufano, 2011. "Consumer Financial Protection," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 91-114, Winter.
    7. Paolo Crosetto & Antonio Filippin, 2016. "A theoretical and experimental appraisal of four risk elicitation methods," Experimental Economics, Springer;Economic Science Association, vol. 19(3), pages 613-641, September.
    8. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2009. "Measuring the Financial Sophistication of Households," American Economic Review, American Economic Association, vol. 99(2), pages 393-398, May.
    9. Keller, Kevin Lane & Staelin, Richard, 1987. "Effects of Quality and Quantity of Information on Decision Effectiveness," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(2), pages 200-213, September.
    10. Friedman, Daniel & Habib, Sameh & James, Duncan & Williams, Brett, 2022. "Varieties of risk preference elicitation," Games and Economic Behavior, Elsevier, vol. 133(C), pages 58-76.
    11. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680, Decembrie.
    12. Xavier Gabaix & David Laibson, 2018. "Shrouded attributes, consumer myopia and information suppression in competitive markets," Chapters, in: Victor J. Tremblay & Elizabeth Schroeder & Carol Horton Tremblay (ed.), Handbook of Behavioral Industrial Organization, chapter 3, pages 40-74, Edward Elgar Publishing.
    13. Schram, Arthur & Sonnemans, Joep, 2011. "How individuals choose health insurance: An experimental analysis," European Economic Review, Elsevier, vol. 55(6), pages 799-819, August.
    14. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    15. James J. Choi & David Laibson & Brigitte C. Madrian, 2010. "Why Does the Law of One Price Fail? An Experiment on Index Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 23(4), pages 1405-1432, April.
    16. Miriam Krieger & Stefan Felder, 2013. "Can Decision Biases Improve Insurance Outcomes? An Experiment on Status Quo Bias in Health Insurance Choice," IJERPH, MDPI, vol. 10(6), pages 1-18, June.
    17. Amemiya, Takeshi, 1981. "Qualitative Response Models: A Survey," Journal of Economic Literature, American Economic Association, vol. 19(4), pages 1483-1536, December.
    18. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    19. Eric J Johnson & Ran Hassin & Tom Baker & Allison T Bajger & Galen Treuer, 2013. "Can Consumers Make Affordable Care Affordable? The Value of Choice Architecture," PLOS ONE, Public Library of Science, vol. 8(12), pages 1-6, December.
    20. Andreas Pedroni & Renato Frey & Adrian Bruhin & Gilles Dutilh & Ralph Hertwig & Jörg Rieskamp, 2017. "The risk elicitation puzzle," Nature Human Behaviour, Nature, vol. 1(11), pages 803-809, November.
    21. Carlin, Bruce I., 2009. "Strategic price complexity in retail financial markets," Journal of Financial Economics, Elsevier, vol. 91(3), pages 278-287, March.
    22. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    23. Malhotra, Naresh K, 1982. "Information Load and Consumer Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 8(4), pages 419-430, March.
    24. Sinaiko, Anna D. & Hirth, Richard A., 2011. "Consumers, health insurance and dominated choices," Journal of Health Economics, Elsevier, vol. 30(2), pages 450-457, March.
    25. repec:zbw:rwirep:0537 is not listed on IDEAS
    26. Kairies-Schwarz, Nadja & Kokot, Johanna & Vomhof, Markus & Wessling, Jens, 2014. "How Do Consumers Choose Health Insurance? – An Experiment on Heterogeneity in Attribute Tastes and Risk Preferences," Ruhr Economic Papers 537, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    27. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    28. Loewenstein, George & Friedman, Joelle Y. & McGill, Barbara & Ahmad, Sarah & Linck, Suzanne & Sinkula, Stacey & Beshears, John Leonard & Choi, James J. & Kolstad, Jonathan & Laibson, David I. & Madria, 2013. "Consumers’ Misunderstanding of Health Insurance," Scholarly Articles 17190506, Harvard University Department of Economics.
    29. ,, 2006. "Competition over agents with boundedly rational expectations," Theoretical Economics, Econometric Society, vol. 1(2), pages 207-231, June.
    30. Justin Sydnor, 2010. "(Over)insuring Modest Risks," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 177-199, October.
    31. Saurabh Bhargava & George Loewenstein & Justin Sydnor, 2017. "Choose to Lose: Health Plan Choices from a Menu with Dominated Option," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1319-1372.
    32. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
    33. Xavier Gabaix & David Laibson & Hongyi Li, 2005. "Extreme Value Theory and the Effects of Competition on Profits," Levine's Bibliography 784828000000000656, UCLA Department of Economics.
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    More about this item

    Keywords

    Complexity; Insurance plan selection; Dominated choices; Cross classified multilevel model;
    All these keywords.

    JEL classification:

    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • G52 - Financial Economics - - Household Finance - - - Insurance

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