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Decision makers facing uncertainty: Theory versus evidence

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  • Giordani, Paolo E.
  • Schlag, Karl H.
  • Zwart, Sanne

Abstract

This paper aims at assessing cultural differences in uncertainty attitude across Europe. We select questions from the European Values Survey (EVS) capturing salient features of uncertain scenarios ("safe versus uncertain", "freedom of choice" and "reduction of uncertainty"), and formalize these questions through simple decision-theoretic problems. We then consider three competing normative models of choice under uncertainty (subjective expected utility (SEU), maximin utility and minimax regret), and analyze how they behave when facing each decision problem. We obtain theoretical predictions and, using the EVS dataset, we test them via latent class analysis to estimate the distribution of these behaviors across EU15. We find a larger proportion of SEU maximizers (Bayesians) in northern countries than in southern countries. The opposite is true for maximin utility behavior. Only a few are consistent with minimax regret behavior.

Suggested Citation

  • Giordani, Paolo E. & Schlag, Karl H. & Zwart, Sanne, 2010. "Decision makers facing uncertainty: Theory versus evidence," Journal of Economic Psychology, Elsevier, vol. 31(4), pages 659-675, August.
  • Handle: RePEc:eee:joepsy:v:31:y:2010:i:4:p:659-675
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    1. Huang, Rocco R., 2008. "Tolerance for uncertainty and the growth of informationally opaque industries," Journal of Development Economics, Elsevier, vol. 87(2), pages 333-353, October.
    2. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    3. Daniel Ellsberg, 2000. "Risk, Ambiguity and the Savage Axioms," Levine's Working Paper Archive 7605, David K. Levine.
    4. Guido Cozzi & Paolo Giordani, 2011. "Ambiguity attitude, R&D investments and economic growth," Journal of Evolutionary Economics, Springer, vol. 21(2), pages 303-319, May.
    5. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    6. Guido Tabellini, 2010. "Culture and Institutions: Economic Development in the Regions of Europe," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 677-716, June.
    7. ,, 2011. "Dynamic choice under ambiguity," Theoretical Economics, Econometric Society, vol. 6(3), September.
    8. Dirk Bergemann & Karl H. Schlag, 2012. "Pricing Without Priors," World Scientific Book Chapters, in: Robust Mechanism Design The Role of Private Information and Higher Order Beliefs, chapter 12, pages 405-415, World Scientific Publishing Co. Pte. Ltd..
    9. Schmeidler, David, 1989. "Subjective Probability and Expected Utility without Additivity," Econometrica, Econometric Society, vol. 57(3), pages 571-587, May.
    10. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    11. Zeelenberg, M., 1999. "Anticipated regret, expected feedback and behavioral decision-making," Other publications TiSEM 38371d1b-31fd-45b0-860f-b, Tilburg University, School of Economics and Management.
    12. Jörg Stoye, 2011. "Statistical decisions under ambiguity," Theory and Decision, Springer, vol. 70(2), pages 129-148, February.
    13. Harry G Barkema & Freek Vermeulen, 1997. "What Differences in the Cultural Backgrounds of Partners Are Detrimental for International Joint Ventures?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(4), pages 845-864, December.
    14. Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
    15. Charles F. Manski, 2004. "Statistical Treatment Rules for Heterogeneous Populations," Econometrica, Econometric Society, vol. 72(4), pages 1221-1246, July.
    16. Van de Vliert, Evert & Kluwer, Esther S. & Lynn, Richard, 2000. "Citizens of warmer countries are more competitive and poorer: Culture or chance?," Journal of Economic Psychology, Elsevier, vol. 21(2), pages 143-165, April.
    17. F J Anscombe & R J Aumann, 2000. "A Definition of Subjective Probability," Levine's Working Paper Archive 7591, David K. Levine.
    18. Rachel M. McCleary & Robert J. Barro, 2006. "Religion and Economy," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 49-72, Spring.
    19. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, Oxford University Press, vol. 75(4), pages 643-669.
    20. David E. Bell, 1982. "Regret in Decision Making under Uncertainty," Operations Research, INFORMS, vol. 30(5), pages 961-981, October.
    21. Shane, Scott, 1993. "Cultural influences on national rates of innovation," Journal of Business Venturing, Elsevier, vol. 8(1), pages 59-73, January.
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