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So when are you loss averse? Testing the S-shaped function in pricing and allocation tasks

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  • Malul, Miki
  • Rosenboim, Mosi
  • Shavit, Tal

Abstract

In this paper, we describe three different experiments that explore participants’ risk attitude. When we analyzed the average results, we found that participants behave as the S-shape value function predicts. However, breaking the data down on the individual level reveals that the S-shape is valid just for about one-third of the cases. This result emerged from all three experiments. In the first experiment, we used lotteries with different stakes and found that in the high stake only 31% of the participants behave as the S-shape value function predicts. The percentage decreases to 16% when the stakes were lowered. In the second experiment, we used the prepayment mechanism (PPM) to create a more realistic experimental environment. In this case, 37% of the participants behaved consistently with the S-shape value function. In the third experiment, we used allocation tasks. The results revealed that most subjects could not be classified into one of the classical risk attitude groups. Our results imply that more than one value function is needed to characterize individuals’ attitudes toward risk. Deeper analysis is needed to characterize different value functions for different groups of individuals.

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  • Malul, Miki & Rosenboim, Mosi & Shavit, Tal, 2013. "So when are you loss averse? Testing the S-shaped function in pricing and allocation tasks," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 101-112.
  • Handle: RePEc:eee:joepsy:v:39:y:2013:i:c:p:101-112
    DOI: 10.1016/j.joep.2013.07.007
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    as
    1. WilliamT Harbaugh & Kate Krause & Lise Vesterlund, 2010. "The Fourfold Pattern of Risk Attitudes in Choice and Pricing Tasks," Economic Journal, Royal Economic Society, vol. 120(545), pages 595-611, June.
    2. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    3. C. Ng & R. Duncan Luce & A. Marley, 2009. "Utility of Gambling when Events are Valued: an Application of Inset Entropy," Theory and Decision, Springer, vol. 67(1), pages 23-63, July.
    4. Shogren, Jason F. & Cho, Sungwon & Koo, Cannon & List, John & Park, Changwon & Polo, Pablo & Wilhelmi, Robert, 2001. "Auction mechanisms and the measurement of WTP and WTA," Resource and Energy Economics, Elsevier, vol. 23(2), pages 97-109, April.
    5. Moshe Levy & Haim Levy, 2013. "Prospect Theory: Much Ado About Nothing?," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 7, pages 129-144, World Scientific Publishing Co. Pte. Ltd..
    6. Harless, David W & Camerer, Colin F, 1994. "The Predictive Utility of Generalized Expected Utility Theories," Econometrica, Econometric Society, vol. 62(6), pages 1251-1289, November.
    7. Eisenberger, Roselies & Weber, Martin, 1995. "Willingness-to-Pay and Willingness-to-Accept for Risky and Ambiguous Lotteries," Journal of Risk and Uncertainty, Springer, vol. 10(3), pages 223-233, May.
    8. repec:cup:judgdm:v:1:y:2006:i::p:23-32 is not listed on IDEAS
    9. Levy, Haim & Levy, Moshe, 2002. "Experimental test of the prospect theory value function: A stochastic dominance approach," Organizational Behavior and Human Decision Processes, Elsevier, vol. 89(2), pages 1058-1081, November.
    10. Jeff T. Casey, 1994. "Buyers' Pricing Behavior for Risky Alternatives: Encoding Processes and Preference Reversals," Management Science, INFORMS, vol. 40(6), pages 730-749, June.
    11. William Vickrey, 1961. "Counterspeculation, Auctions, And Competitive Sealed Tenders," Journal of Finance, American Finance Association, vol. 16(1), pages 8-37, March.
    12. Don L. Coursey & John L. Hovis & William D. Schulze, 1987. "The Disparity Between Willingness to Accept and Willingness to Pay Measures of Value," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(3), pages 679-690.
    13. Gerlinde Fellner & Erik Theissen, 2006. "Short Sale Constraints, Divergence of Opinion and Asset Values: Evidence from the Laboratory," Labsi Experimental Economics Laboratory University of Siena 009, University of Siena.
    14. Antoni Bosch-Domènech & Joaquim Silvestre, 2006. "Reflections on gains and losses: A 2 × 2 × 7 experiment," Journal of Risk and Uncertainty, Springer, vol. 33(3), pages 217-235, December.
    15. Goeree, Jacob K. & Offerman, Theo, 2003. "Winner's curse without overbidding," European Economic Review, Elsevier, vol. 47(4), pages 625-644, August.
    16. R. Luce, 2010. "Interpersonal comparisons of utility for 2 of 3 types of people," Theory and Decision, Springer, vol. 68(1), pages 5-24, February.
    17. Harless, David W., 1989. "More laboratory evidence on the disparity between willingness to pay and compensation demanded," Journal of Economic Behavior & Organization, Elsevier, vol. 11(3), pages 359-379, May.
    18. Shahrabani, Shosh & Shavit, Tal & Benzion, Uri, 2008. "Short-selling and the WTA-WTP gap," Economics Letters, Elsevier, vol. 99(1), pages 131-133, April.
    19. Zion, Uri Ben & Erev, Ido & Haruvy, Ernan & Shavit, Tal, 2010. "Adaptive behavior leads to under-diversification," Journal of Economic Psychology, Elsevier, vol. 31(6), pages 985-995, December.
    20. Alvin E. Roth & Axel Ockenfels, 2002. "Last-Minute Bidding and the Rules for Ending Second-Price Auctions: Evidence from eBay and Amazon Auctions on the Internet," American Economic Review, American Economic Association, vol. 92(4), pages 1093-1103, September.
    21. R. Luce, 2010. "Behavioral assumptions for a class of utility theories: A program of experiments," Journal of Risk and Uncertainty, Springer, vol. 41(1), pages 19-37, August.
    22. Mosi Rosenboim & Tal Shavit, 2012. "Whose money is it anyway? Using prepaid incentives in experimental economics to create a natural environment," Experimental Economics, Springer;Economic Science Association, vol. 15(1), pages 145-157, March.
    23. Bosch-Domenech, Antoni & Silvestre, Joaquim, 1999. "Does risk aversion or attraction depend on income? An experiment," Economics Letters, Elsevier, vol. 65(3), pages 265-273, December.
    24. Ernan Haruvy & Charles N. Noussair, 2006. "The Effect of Short Selling on Bubbles and Crashes in Experimental Spot Asset Markets," Journal of Finance, American Finance Association, vol. 61(3), pages 1119-1157, June.
    25. Susan K. Laury & Charles A. Holt, 2005. "Further Reflections on Prospect Theory," Experimental Economics Center Working Paper Series 2006-23, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    26. Battalio, Raymond C & Kagel, John H & Jiranyakul, Komain, 1990. "Testing between Alternative Models of Choice under Uncertainty: Some Initial Results," Journal of Risk and Uncertainty, Springer, vol. 3(1), pages 25-50, March.
    27. Shavit, Tal & Sonsino, Doron & Benzion, Uri, 2001. "A comparative study of lotteries-evaluation in class and on the Web," Journal of Economic Psychology, Elsevier, vol. 22(4), pages 483-491, August.
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    More about this item

    Keywords

    S-shaped; Pricing; Allocation; Prospect theory; Value function; Loss aversion;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles

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