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Incentive schemes, framing, and market behaviour: Evidence from an asset-market experiment

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  • Cui, Xuegang
  • Feltovich, Nick
  • Zhang, Kun

Abstract

We investigate how asset prices and trading behaviour are impacted by the structure and framing of incentives, using a lab experiment. Subjects buy and sell a high-risk asset, a low-risk asset, and riskless cash over 10 rounds. We vary, between-subjects, the incentive scheme (relative versus absolute performance), and how the variable component of incentives is framed (bonus versus penalty), while holding constant the convexity of incentives. Both relative-performance (tournament) incentives and penalty framing are associated with significant increases in the price of the high-risk asset, relative to either its fundamental value or to the price of the low-risk asset. Additional analysis shows significant gender differences in trading behaviour and performance, and evidence that the two may be connected.

Suggested Citation

  • Cui, Xuegang & Feltovich, Nick & Zhang, Kun, 2022. "Incentive schemes, framing, and market behaviour: Evidence from an asset-market experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 301-324.
    • Handle: RePEc:eee:jeborg:v:197:y:2022:i:c:p:301-324
    DOI: 10.1016/j.jebo.2022.03.007
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    1. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    2. Michael Kirchler & Florian Lindner & Utz Weitzel, 2018. "Rankings and Risk‐Taking in the Finance Industry," Journal of Finance, American Finance Association, vol. 73(5), pages 2271-2302, October.
    3. Mestelman, Stuart, 2008. "The Performance of Double-Auction and Posted-Offer Markets with Advance Production," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 9, pages 77-82, Elsevier.
    4. Kempf, Alexander & Ruenzi, Stefan & Thiele, Tanja, 2009. "Employment risk, compensation incentives, and managerial risk taking: Evidence from the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 92(1), pages 92-108, April.
    5. Tanjim Hossain & John A. List, 2012. "The Behavioralist Visits the Factory: Increasing Productivity Using Simple Framing Manipulations," Management Science, INFORMS, vol. 58(12), pages 2151-2167, December.
    6. Roland Fryer & Steven Levitt & John List & Sally Sadoff, 2012. "Enhancing the Efficacy of Teacher Incentives through Loss Aversion: A Field Experiment," Framed Field Experiments 00591, The Field Experiments Website.
    7. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, February.
    8. Gary Charness & David Masclet & Marie Claire Villeval, 2014. "The Dark Side of Competition for Status," Management Science, INFORMS, vol. 60(1), pages 38-55, January.
    9. Hodder, James E. & Jackwerth, Jens Carsten, 2007. "Incentive Contracts and Hedge Fund Management," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 811-826, December.
    10. Steven D. Levitt & John A. List & Susanne Neckermann & Sally Sadoff, 2016. "The Behavioralist Goes to School: Leveraging Behavioral Economics to Improve Educational Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 183-219, November.
    11. Eriksen, Kristoffer W. & Kvaløy, Ola, 2014. "Myopic risk-taking in tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 37-46.
    12. Debapriya Jojo Paul & Julia Henker & Sian Owen, 2019. "The aggregate impacts of tournament incentives in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 22(2), pages 441-476, June.
    13. Holt, Charles A. & Porzio, Megan & Song, Michelle Yingze, 2017. "Price bubbles, gender, and expectations in experimental asset markets," European Economic Review, Elsevier, vol. 100(C), pages 72-94.
    14. Edwin J. Elton & Martin J. Gruber & Christopher R. Blake, 2003. "Incentive Fees and Mutual Funds," Journal of Finance, American Finance Association, vol. 58(2), pages 779-804, April.
    15. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    16. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    17. Ernst Fehr & Klaus M. Schmidt, 1999. "A Theory of Fairness, Competition, and Cooperation," The Quarterly Journal of Economics, Oxford University Press, vol. 114(3), pages 817-868.
    18. Hans K. Hvide, 2002. "Tournament Rewards and Risk Taking," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 877-898, October.
    19. Roman M. Sheremeta, 2013. "Overbidding And Heterogeneous Behavior In Contest Experiments," Journal of Economic Surveys, Wiley Blackwell, vol. 27(3), pages 491-514, July.
    20. Emmanuel Dechenaux & Dan Kovenock & Roman Sheremeta, 2015. "A survey of experimental research on contests, all-pay auctions and tournaments," Experimental Economics, Springer;Economic Science Association, vol. 18(4), pages 609-669, December.
    21. Hong, Fuhai & Hossain, Tanjim & List, John A., 2015. "Framing manipulations in contests: A natural field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 372-382.
    22. 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.
    23. Christian Grund & Dirk Sliwka, 2005. "Envy and Compassion in Tournaments," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(1), pages 187-207, March.
    24. Bai, Gang & Elyasiani, Elyas, 2013. "Bank stability and managerial compensation," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 799-813.
    25. Gary Charness & David Masclet & Marie Claire Villeval, 2014. "The Dark Side of Competition for Status (preprint)," Working Papers halshs-01090241, HAL.
    26. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    27. Anil Gaba & Ajay Kalra, 1999. "Risk Behavior in Response to Quotas and Contests," Marketing Science, INFORMS, vol. 18(3), pages 417-434.
    28. Fischer, Sven & Guth, Werner & Pull, Kerstin, 2007. "Is there as-if bargaining?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(4), pages 546-560, August.
    29. Cueva, Carlos & Rustichini, Aldo, 2015. "Is financial instability male-driven? Gender and cognitive skills in experimental asset markets," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 330-344.
    30. Julie A. Nelson, 2015. "Are Women Really More Risk-Averse Than Men? A Re-Analysis Of The Literature Using Expanded Methods," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 566-585, July.
    31. Tong, Kwok-kit & Leung, Kwok, 2002. "Tournament as a motivational strategy: Extension to dynamic situations with uncertain duration," Journal of Economic Psychology, Elsevier, vol. 23(3), pages 399-420, June.
    32. Hvide, Hans K. & Kristiansen, Eirik G., 2003. "Risk taking in selection contests," Games and Economic Behavior, Elsevier, vol. 42(1), pages 172-179, January.
    33. Holmen, Martin & Kirchler, Michael & Kleinlercher, Daniel, 2014. "Do option-like incentives induce overvaluation? Evidence from experimental asset markets," Journal of Economic Dynamics and Control, Elsevier, vol. 40(C), pages 179-194.
    34. Jon Ketcham & Vernon L. Smith & Arlington W. Williams, 1984. "A Comparison of Posted-Offer and Double-Auction Pricing Institutions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(4), pages 595-614.
    35. Busse, Jeffrey A., 2001. "Another Look at Mutual Fund Tournaments," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 53-73, March.
    36. Luft, Joan, 1994. "Bonus and penalty incentives contract choice by employees," Journal of Accounting and Economics, Elsevier, vol. 18(2), pages 181-206, September.
    37. Taylor, Jonathan, 2003. "Risk-taking behavior in mutual fund tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 50(3), pages 373-383, March.
    38. Nieken, Petra & Sliwka, Dirk, 2010. "Risk-taking tournaments - Theory and experimental evidence," Journal of Economic Psychology, Elsevier, vol. 31(3), pages 254-268, June.
    39. Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 73-92.
    40. Catherine C. Eckel & Sascha C. Füllbrunn, 2015. "Thar SHE Blows? Gender, Competition, and Bubbles in Experimental Asset Markets," American Economic Review, American Economic Association, vol. 105(2), pages 906-920, February.
    41. Chen, Hsiu-lang & Pennacchi, George G., 2009. "Does Prior Performance Affect a Mutual Fund’s Choice of Risk? Theory and Further Empirical Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(4), pages 745-775, August.
    42. Ajay Kalra & Mengze Shi, 2001. "Designing Optimal Sales Contests: A Theoretical Perspective," Marketing Science, INFORMS, vol. 20(2), pages 170-193, December.
    43. repec:wly:soecon:v:81:4:y:2015:p:1012-1024 is not listed on IDEAS
    44. Jung Hoon Lee & Charles Trzcinka & Shyam Venkatesan, 2019. "Do Portfolio Manager Contracts Contract Portfolio Management?," Journal of Finance, American Finance Association, vol. 74(5), pages 2543-2577, October.
    45. R. Mark Isaac & Duncan James, 2000. "Asset Markets: How They Are Affected by Tournament Incentives for Individuals," American Economic Review, American Economic Association, vol. 90(4), pages 995-1004, September.
    46. Morgan, John & Sisak, Dana, 2016. "Aspiring to succeed: A model of entrepreneurship and fear of failure," Journal of Business Venturing, Elsevier, vol. 31(1), pages 1-21.
    47. Jennifer N. Carpenter, 2000. "Does Option Compensation Increase Managerial Risk Appetite?," Journal of Finance, American Finance Association, vol. 55(5), pages 2311-2331, October.
    48. Subhasish M. Chowdhury & Joo Young Jeon & Abhijit Ramalingam, 2018. "Property Rights And Loss Aversion In Contests," Economic Inquiry, Western Economic Association International, vol. 56(3), pages 1492-1511, July.
    49. Fellner, Gerlinde & Maciejovsky, Boris, 2007. "Risk attitude and market behavior: Evidence from experimental asset markets," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 338-350, June.
    50. Mary L. Rigdon & Alexander P. D'Esterre, 2015. "The effects of competition on the nature of cheating behavior," Southern Economic Journal, John Wiley & Sons, vol. 81(4), pages 1012-1024, April.
    51. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    52. Sascha Baghestanian & Paul Gortner & Baptiste Massenot, 2017. "Compensation schemes, liquidity provision, and asset prices: an experimental analysis," Experimental Economics, Springer;Economic Science Association, vol. 20(2), pages 481-505, June.
    53. Anil Gaba & Ilia Tsetlin & Robert L. Winkler, 2004. "Modifying Variability and Correlations in Winner-Take-All Contests," Operations Research, INFORMS, vol. 52(3), pages 384-395, June.
    54. Stephen J. Brown & William N. Goetzmann & James Park, 2001. "Careers and Survival: Competition and Risk in the Hedge Fund and CTA Industry," Journal of Finance, American Finance Association, vol. 56(5), pages 1869-1886, October.
    55. Vernon L. Smith, 1964. "Effect of Market Organization on Competitive Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 78(2), pages 181-201.
    56. Lefebvre, Mathieu & Vieider, Ferdinand M., 2014. "Risk taking of executives under different incentive contracts: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 27-36.
    57. Oechssler, Jörg, 2010. "Searching beyond the lamppost: Let's focus on economically relevant questions," Journal of Economic Behavior & Organization, Elsevier, vol. 73(1), pages 65-67, January.
    58. Smith, Vernon L & Suchanek, Gerry L & Williams, Arlington W, 1988. "Bubbles, Crashes, and Endogenous Expectations in Experimental Spot Asset Markets," Econometrica, Econometric Society, vol. 56(5), pages 1119-1151, September.
    59. Scott M Gilpatric, 2009. "Risk Taking In Contests And The Role Of Carrots And Sticks," Economic Inquiry, Western Economic Association International, vol. 47(2), pages 266-277, April.
    60. Linlin Ma & Yuehua Tang & Juan‐Pedro Gómez, 2019. "Portfolio Manager Compensation in the U.S. Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 74(2), pages 587-638, April.
    61. Thomas Stöckl & Jürgen Huber & Michael Kirchler, 2010. "Bubble measures in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 13(3), pages 284-298, September.
    62. Fred E. Williams, 1973. "The Effect of Market Organization on Competitive Equilibrium: the Multi-unit Case," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 40(1), pages 97-113.
    63. Kleinlercher, Daniel & Huber, Jürgen & Kirchler, Michael, 2014. "The impact of different incentive schemes on asset prices," European Economic Review, Elsevier, vol. 68(C), pages 137-150.
    64. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2006. "Managerial incentives and risk-taking," Journal of Financial Economics, Elsevier, vol. 79(2), pages 431-468, February.
    65. Yuki Sato, 2016. "Fund Tournaments and Asset Bubbles," Review of Finance, European Finance Association, vol. 20(4), pages 1383-1426.
    66. Timo Heinrich & Jason Shachat, 2020. "The development of risk aversion and prudence in Chinese children and adolescents," Journal of Risk and Uncertainty, Springer, vol. 61(3), pages 263-287, December.
    67. Julie A. Nelson, 2014. "The power of stereotyping and confirmation bias to overwhelm accurate assessment: the case of economics, gender, and risk aversion," Journal of Economic Methodology, Taylor & Francis Journals, vol. 21(3), pages 211-231, September.
    68. Harbring, Christine & Irlenbusch, Bernd, 2008. "How many winners are good to have?: On tournaments with sabotage," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 682-702, March.
    69. Armstrong, Christopher S. & Larcker, David F. & Ormazabal, Gaizka & Taylor, Daniel J., 2013. "The relation between equity incentives and misreporting: The role of risk-taking incentives," Journal of Financial Economics, Elsevier, vol. 109(2), pages 327-350.
    70. Brown, Keith C & Harlow, W V & Starks, Laura T, 1996. "Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 51(1), pages 85-110, March.
    71. Stavros Panageas & Mark M. Westerfield, 2009. "High‐Water Marks: High Risk Appetites? Convex Compensation, Long Horizons, and Portfolio Choice," Journal of Finance, American Finance Association, vol. 64(1), pages 1-36, February.
    72. Stuart Mestelman & Douglas Welland, 1988. "Advance Production in Experimental Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(4), pages 641-654.
    73. Gong, Binglin & Yang, Chun-Lei, 2012. "Gender differences in risk attitudes: Field experiments on the matrilineal Mosuo and the patriarchal Yi," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 59-65.
    74. Fang, Dawei & Holmén, Martin & Kleinlercher, Daniel & Kirchler, Michael, 2017. "How tournament incentives affect asset markets: A comparison between winner-take-all tournaments and elimination contests," Journal of Economic Dynamics and Control, Elsevier, vol. 75(C), pages 1-27.
    75. R. Lynn Hannan & Vicky B. Hoffman & Donald V. Moser, 2005. "Bonus versus Penalty: Does Contract Frame Affect Employee Effort?," Springer Books, in: Amnon Rapoport & Rami Zwick (ed.), Experimental Business Research, chapter 0, pages 151-169, Springer.
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    More about this item

    Keywords

    Asset markets; Behavioural finance; Bubbles; Experiment; Tournament; Framing; Incentives; Gender;
    All these keywords.

    JEL classification:

    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

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