IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v64y2018i6p2797-2808.html
   My bibliography  Save this article

How Do Prior Gains and Losses Affect Subsequent Risk Taking? New Evidence from Individual-Level Horse Race Bets

Author

Listed:
  • Niko Suhonen

    (University of Eastern Finland Business School, FI-80101 Joensuu, Finland)

  • Jani Saastamoinen

    (University of Eastern Finland Business School, FI-80101 Joensuu, Finland)

Abstract

Many empirical studies focusing on how prior outcomes affect subsequent risk taking report conclusions that appear mutually contradictory. While some studies document increased risk taking after gains and risk aversion after losses, others report the opposite. This paper contributes to this literature by investigating horse race bettors’ sequential risky decisions using individual-level data. A horse race betting market is a laboratory-like environment and can be used to analyze behavioral patterns associated with decision making under risk. We find evidence for (i) the “house money effect” as bettors take riskier wagers after gains and mostly spend the money they have won; (ii) risk aversion after prior losses, which we label a “playing safe effect”; and (iii) a preference for breakeven. Contrary to the widely held conception in the empirical literature, our findings suggest that the “break-even effect” does not necessarily imply an increased preference for riskier bets because bettors may seek to break even with less risky wagers.

Suggested Citation

  • Niko Suhonen & Jani Saastamoinen, 2018. "How Do Prior Gains and Losses Affect Subsequent Risk Taking? New Evidence from Individual-Level Horse Race Bets," Management Science, INFORMS, vol. 64(6), pages 2797-2808, June.
  • Handle: RePEc:inm:ormnsc:v:64:y:2018:i:6:p:2797-2808
    DOI: 10.287/mnsc.2016.2679
    as

    Download full text from publisher

    File URL: https://doi.org/10.287/mnsc.2016.2679
    Download Restriction: no

    File URL: https://libkey.io/10.287/mnsc.2016.2679?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Nicholas Barberis & Wei Xiong, 2009. "What Drives the Disposition Effect? An Analysis of a Long‐Standing Preference‐Based Explanation," Journal of Finance, American Finance Association, vol. 64(2), pages 751-784, April.
    2. Robert Gertner, 1993. "Game Shows and Economic Behavior: Risk-Taking on "Card Sharks"," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(2), pages 507-521.
    3. Lucy Ackert & Narat Charupat & Bryan Church & Richard Deaves, 2006. "An experimental examination of the house money effect in a multi-period setting," Experimental Economics, Springer;Economic Science Association, vol. 9(1), pages 5-16, April.
    4. Erik Snowberg & Justin Wolfers, 2010. "Explaining the Favorite-Long Shot Bias: Is it Risk-Love or Misperceptions?," Journal of Political Economy, University of Chicago Press, vol. 118(4), pages 723-746, August.
    5. Locke, Peter R. & Mann, Steven C., 2005. "Professional trader discipline and trade disposition," Journal of Financial Economics, Elsevier, vol. 76(2), pages 401-444, May.
    6. Yu-Jane Liu & Chih-Ling Tsai & Ming-Chun Wang & Ning Zhu, 2010. "Prior Consequences and Subsequent Risk Taking: New Field Evidence from the Taiwan Futures Exchange," Management Science, INFORMS, vol. 56(4), pages 606-620, April.
    7. Gneezy, U. & Kapteyn, A. & Potters, J.J.M., 2003. "Evaluation periods and asset prices in a market experience," Other publications TiSEM 55910884-79d7-483c-abbb-1, Tilburg University, School of Economics and Management.
    8. Huang, Yu Chuan & Chan, Shu Hui, 2014. "The house money and break-even effects for different types of traders: Evidence from Taiwan futures markets," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 1-13.
    9. Frino, Alex & Grant, Joel & Johnstone, David, 2008. "The house money effect and local traders on the Sydney Futures Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 8-25, January.
    10. Ali, Mukhtar M, 1977. "Probability and Utility Estimates for Racetrack Bettors," Journal of Political Economy, University of Chicago Press, vol. 85(4), pages 803-815, August.
    11. Alex Imas, 2016. "The Realization Effect: Risk-Taking after Realized versus Paper Losses," American Economic Review, American Economic Association, vol. 106(8), pages 2086-2109, August.
    12. Asch, Peter & Malkiel, Burton G. & Quandt, Richard E., 1982. "Racetrack betting and informed behavior," Journal of Financial Economics, Elsevier, vol. 10(2), pages 187-194, July.
    13. Kanto, Antti J. & Rosenqvist, Gunnar & Suvas, Arto, 1992. "On utility function estimation of racetrack bettors," Journal of Economic Psychology, Elsevier, vol. 13(3), pages 491-498, September.
    14. Brice Corgnet & Roberto Hernán-González & Praveen Kujal & David Porter, 2015. "The Effect of Earned Versus House Money on Price Bubble Formation in Experimental Asset Markets," Review of Finance, European Finance Association, vol. 19(4), pages 1455-1488.
    15. Uri Gneezy & Arie Kapteyn & Jan Potters, 2003. "Evaluation Periods and Asset Prices in a Market Experiment," Journal of Finance, American Finance Association, vol. 58(2), pages 821-837, April.
    16. Gary Smith & Michael Levere & Robert Kurtzman, 2009. "Poker Player Behavior After Big Wins and Big Losses," Management Science, INFORMS, vol. 55(9), pages 1547-1555, September.
    17. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, February.
    18. Bruno Jullien & Bernard Salanie, 2000. "Estimating Preferences under Risk: The Case of Racetrack Bettors," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 503-530, June.
    19. 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.
    20. Joseph Golec & Maurry Tamarkin, 1998. "Bettors Love Skewness, Not Risk, at the Horse Track," Journal of Political Economy, University of Chicago Press, vol. 106(1), pages 205-225, February.
    21. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    22. Hyuk Choe & Yunsung Eom, 2009. "The disposition effect and investment performance in the futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 29(6), pages 496-522, June.
    23. Raymond D. Sauer, 1998. "The Economics of Wagering Markets," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 2021-2064, December.
    24. Keasey, Kevin & Moon, Philip, 1996. "Gambling with the house money in capital expenditure decisions: An experimental analysis," Economics Letters, Elsevier, vol. 50(1), pages 105-110, January.
    25. Hsu, Yuan-Lin & Chow, Edward H., 2013. "The house money effect on investment risk taking: Evidence from Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1102-1115.
    26. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    27. Richard H. Thaler & Eric J. Johnson, 1990. "Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice," Management Science, INFORMS, vol. 36(6), pages 643-660, June.
    28. Mark Grinblatt & Matti Keloharju, 2001. "What Makes Investors Trade?," Journal of Finance, American Finance Association, vol. 56(2), pages 589-616, April.
    29. Ravi Dhar & Ning Zhu, 2006. "Up Close and Personal: Investor Sophistication and the Disposition Effect," Management Science, INFORMS, vol. 52(5), pages 726-740, May.
    30. Shefrin, Hersh & Statman, Meir, 1985. "The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
    31. Weber, Martin & Camerer, Colin F., 1998. "The disposition effect in securities trading: an experimental analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 33(2), pages 167-184, January.
    32. repec:bla:jfinan:v:58:y:2003:i:2:p:821-838 is not listed on IDEAS
    33. Martin Weber & Heiko Zuchel, 2005. "How Do Prior Outcomes Affect Risk Attitude? Comparing Escalation of Commitment and the House-Money Effect," Decision Analysis, INFORMS, vol. 2(1), pages 30-43, March.
    34. Zhang, Wenlang & Semmler, Willi, 2009. "Prospect theory for stock markets: Empirical evidence with time-series data," Journal of Economic Behavior & Organization, Elsevier, vol. 72(3), pages 835-849, December.
    35. Thaler, Richard H & Ziemba, William T, 1988. "Parimutuel Betting Markets: Racetracks and Lotteries," Journal of Economic Perspectives, American Economic Association, vol. 2(2), pages 161-174, Spring.
    36. repec:bla:jfinan:v:53:y:1998:i:5:p:1775-1798 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Brice Corgnet & Camille Cornand & Nobuyuki Hanaki, 2023. "Negative Tail Events, Emotions & Risk Taking," Post-Print hal-04228190, HAL.
    2. Li, Feng & Wang, Xintao & Lu, Ping, 2022. "Good luck, bad luck, and risk taking: Evidence from a natural experiment in the housing lottery," Economics Letters, Elsevier, vol. 218(C).
    3. Christoph Merkle & Jan Müller-Dethard & Martin Weber, 2021. "Closing a mental account: the realization effect for gains and losses," Experimental Economics, Springer;Economic Science Association, vol. 24(1), pages 303-329, March.
    4. Levi Perez, 2018. "Introduction - Gambling economics and management: some insights into recent developments in gambling-related research," Economics and Business Letters, Oviedo University Press, vol. 7(4), pages 126-128.
    5. Schneider, Julian & Oehler, Andreas, 2021. "Competition for visibility: When do (FX) signal providers employ lotteries?," International Review of Financial Analysis, Elsevier, vol. 78(C).
    6. Marius Ötting & Christian Deutscher & Carl Singleton & Luca De Angelis, 2023. "Gambling on Momentum in Contests," Economics Discussion Papers em-dp2023-08, Department of Economics, University of Reading.
    7. Jani Saastamoinen & Niko Suhonen, 2018. "Does betting experience matter in sequential risk taking in horse race wagering?," Economics and Business Letters, Oviedo University Press, vol. 7(4), pages 137-143.
    8. Cheng, Teng Yuan & Lee, Chun I. & Lin, Chao Hsien, 2020. "The effect of risk-taking behavior on profitability: Evidence from futures market," Economic Modelling, Elsevier, vol. 86(C), pages 19-38.
    9. Mujcic, Redzo & Powdthavee, Nattavudh, 2022. "How Do Humans Respond to Huge Financial Losses?," IZA Discussion Papers 15536, Institute of Labor Economics (IZA).
    10. Yansong Li & Zhenliang Liu & Yuqian Wang & Edmund Derrington & Frederic Moisan & Jean-Claude Dreher, 2023. "Spillover effects of competition outcome on future risky cooperation," Post-Print hal-04325682, HAL.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fenghua Wen & Zhifang He & Xu Gong & Aiming Liu, 2014. "Investors’ Risk Preference Characteristics Based on Different Reference Point," Discrete Dynamics in Nature and Society, Hindawi, vol. 2014, pages 1-9, April.
    2. Hauke Jelschen & Ulrich Schmidt, 2023. "Windfall gains and house money: The effects of endowment history and prior outcomes on risky decision–making," Journal of Risk and Uncertainty, Springer, vol. 66(3), pages 215-232, June.
    3. Maximilian Rüdisser & Raphael Flepp & Egon Franck, 2017. "When do reference points update? A field analysis of the effect of prior gains and losses on risk-taking over time," Working Papers 369, University of Zurich, Department of Business Administration (IBW).
    4. Duxbury, Darren & Hudson, Robert & Keasey, Kevin & Yang, Zhishu & Yao, Songyao, 2015. "Do the disposition and house money effects coexist? A reconciliation of two behavioral biases using individual investor-level data," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 55-68.
    5. Mujcic, Redzo & Powdthavee, Nattavudh, 2022. "How Do Humans Respond to Huge Financial Losses?," IZA Discussion Papers 15536, Institute of Labor Economics (IZA).
    6. Flepp, Raphael & Meier, Philippe & Franck, Egon, 2021. "The effect of paper outcomes versus realized outcomes on subsequent risk-taking: Field evidence from casino gambling," Organizational Behavior and Human Decision Processes, Elsevier, vol. 165(C), pages 45-55.
    7. Christoph Merkle & Jan Müller-Dethard & Martin Weber, 2021. "Closing a mental account: the realization effect for gains and losses," Experimental Economics, Springer;Economic Science Association, vol. 24(1), pages 303-329, March.
    8. Hong Chao & Chun-Yu Ho & Xiangdong Qin, 2017. "Risk taking after absolute and relative wealth changes: The role of reference point adaptation," Journal of Risk and Uncertainty, Springer, vol. 54(2), pages 157-186, April.
    9. Deaves, Richard & Kluger, Brian & Miele, Jennifer, 2018. "An exploratory experimental analysis of path-dependent investment behaviors," Journal of Economic Psychology, Elsevier, vol. 67(C), pages 47-65.
    10. Darren Duxbury & Robert Hudson & Kevin Keasey & Zhishu Yang & Songyao Yao, 2013. "How prior realized outcomes affect portfolio decisions," Review of Quantitative Finance and Accounting, Springer, vol. 41(4), pages 611-629, November.
    11. Sarmiento, Julio & Rendón, Jairo & Sandoval, Juan S. & Cayon, Edgardo, 2019. "The disposition effect and the relevance of the reference period: Evidence among sophisticated investors," Journal of Behavioral and Experimental Finance, Elsevier, vol. 24(C).
    12. Marco Pleßner, 2017. "The disposition effect: a survey," Management Review Quarterly, Springer, vol. 67(1), pages 1-30, February.
    13. Mattos, Fabio & Garcia, Philip, 2009. "The Effect of Prior Gains and Losses on Current Risk-Taking Using Quantile Regression," 2009 Conference, April 20-21, 2009, St. Louis, Missouri 53035, NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    14. Jin, Miao & Liu, Yu-Jane & Meng, Juanjuan, 2019. "Fat-finger event and risk-taking behavior," Journal of Empirical Finance, Elsevier, vol. 53(C), pages 126-143.
    15. Huang, Yu Chuan & Chan, Shu Hui, 2014. "The house money and break-even effects for different types of traders: Evidence from Taiwan futures markets," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 1-13.
    16. Philippe Meier & Raphael Flepp & Maximilian Rüdisser & Egon Franck, 2020. "The effect of paper versus realized losses on subsequent risk-taking: Field evidence from casino gambling," Working Papers 385, University of Zurich, Department of Business Administration (IBW).
    17. Martin Kukuk & Stefan Winter, 2008. "An Alternative Explanation of the Favorite-Longshot Bias," Journal of Gambling Business and Economics, University of Buckingham Press, vol. 2(2), pages 79-96, September.
    18. Jakusch, Sven Thorsten, 2017. "On the applicability of maximum likelihood methods: From experimental to financial data," SAFE Working Paper Series 148, Leibniz Institute for Financial Research SAFE, revised 2017.
    19. Andrea Lippi & Laura Barbieri & Mariacristina Piva & Werner De Bondt, 2018. "Time-varying risk behavior and prior investment outcomes: Evidence from Italy," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 13(5), pages 471-483, September.
    20. repec:cup:judgdm:v:12:y:2017:i:2:p:118-127 is not listed on IDEAS
    21. Summers, Barbara & Duxbury, Darren, 2012. "Decision-dependent emotions and behavioral anomalies," Organizational Behavior and Human Decision Processes, Elsevier, vol. 118(2), pages 226-238.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ormnsc:v:64:y:2018:i:6:p:2797-2808. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.