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Measuring the disposition effect

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  • De Winne, Rudy

Abstract

Despite hundreds of papers confirming the existence of the disposition effect, too little attention has been devoted to the prevailing arguments on the choice of a given method to measure it. This paper fills this gap and compares different measurement approaches. First, based on empirical and simulation-based data, I show how results may differ across measures depending on market trends but, more importantly, on the frequency at which investors make their decisions. Second, the pitfalls in analyzing cross-sectional differences in the disposition effect are illustrated and discussed. Finally, I clearly show that hazard models are quite appropriate to measuring the disposition effect of any investor, be it a day trader or a typical retail investor who monitors his portfolio infrequently.

Suggested Citation

  • De Winne, Rudy, 2021. "Measuring the disposition effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
  • Handle: RePEc:eee:beexfi:v:29:y:2021:i:c:s2214635021000125
    DOI: 10.1016/j.jbef.2021.100468
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    1. Schlarbaum, Gary G & Lewellen, Wilbur G & Lease, Ronald C, 1978. "Realized Returns on Common Stock Investments: The Experience of Individual Investors," The Journal of Business, University of Chicago Press, vol. 51(2), pages 299-325, April.
    2. Rau, Holger A., 2015. "The disposition effect in team investment decisions: Experimental evidence," University of Göttingen Working Papers in Economics 256, University of Goettingen, Department of Economics.
    3. Da Costa, Newton & Goulart, Marco & Cupertino, Cesar & Macedo, Jurandir & Da Silva, Sergio, 2013. "The disposition effect and investor experience," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1669-1675.
    4. Rau, Holger A., 2015. "The disposition effect in team investment decisions: Experimental evidence," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 272-282.
    5. Urs Fischbacher & Gerson Hoffmann & Simeon Schudy, 2017. "The Causal Effect of Stop-Loss and Take-Gain Orders on the Disposition Effect," Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 2110-2129.
    6. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, February.
    7. Cary Frydman & Baolian Wang, 2020. "The Impact of Salience on Investor Behavior: Evidence from a Natural Experiment," Journal of Finance, American Finance Association, vol. 75(1), pages 229-276, February.
    8. Grinblatt, Mark & Keloharju, Matti & Linnainmaa, Juhani T., 2012. "IQ, trading behavior, and performance," Journal of Financial Economics, Elsevier, vol. 104(2), pages 339-362.
    9. Lei Feng & Mark Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, Springer, vol. 9(3), pages 305-351, September.
    10. Kaustia, Markku, 2010. "Prospect Theory and the Disposition Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 791-812, June.
    11. Tom Y. Chang & David H. Solomon & Mark M. Westerfield, 2016. "Looking for Someone to Blame: Delegation, Cognitive Dissonance, and the Disposition Effect," Journal of Finance, American Finance Association, vol. 71(1), pages 267-302, February.
    12. Trejos, Cristian & van Deemen, Adrian & Rodríguez, Yeny E. & Gómez, Juan M., 2019. "Overconfidence and disposition effect in the stock market: A micro world based setting," Journal of Behavioral and Experimental Finance, Elsevier, vol. 21(C), pages 61-69.
    13. Shapira, Zur & Venezia, Itzhak, 2001. "Patterns of behavior of professionally managed and independent investors," Journal of Banking & Finance, Elsevier, vol. 25(8), pages 1573-1587, August.
    14. Mark Grinblatt & Matti Keloharju, 2001. "What Makes Investors Trade?," Journal of Finance, American Finance Association, vol. 56(2), pages 589-616, April.
    15. Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
    16. Lei Feng & Mark S. Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, European Finance Association, vol. 9(3), pages 305-351.
    17. 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.
    18. Tarvo Vaarmets & Kristjan Liivamägi & Tõnn Talpsepp, 2019. "How Does Learning and Education Help to Overcome the Disposition Effect?," Review of Finance, European Finance Association, vol. 23(4), pages 801-830.
    19. Rawley Z. Heimer, 2016. "Peer Pressure: Social Interaction and the Disposition Effect," Review of Financial Studies, Society for Financial Studies, vol. 29(11), pages 3177-3209.
    20. Amit Seru & Tyler Shumway & Noah Stoffman, 2010. "Learning by Trading," Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 705-739, February.
    21. repec:cup:judgdm:v:12:y:2017:i:2:p:118-127 is not listed on IDEAS
    22. Justin Birru, 2015. "Editor's Choice Confusion of Confusions: A Test of the Disposition Effect and Momentum," Review of Financial Studies, Society for Financial Studies, vol. 28(7), pages 1849-1873.
    23. Barber, Brad M. & Odean, Terrance, 2013. "The Behavior of Individual Investors," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1533-1570, Elsevier.
    24. Brad M. Barber & Yi‐Tsung Lee & Yu‐Jane Liu & Terrance Odean, 2007. "Is the Aggregate Investor Reluctant to Realise Losses? Evidence from Taiwan," European Financial Management, European Financial Management Association, vol. 13(3), pages 423-447, June.
    25. Janssen, Dirk-Jan & Li, Jiangyan & Qiu, Jianying & Weitzel, Utz, 2020. "The disposition effect and underreaction to private information," Journal of Economic Dynamics and Control, Elsevier, vol. 113(C).
    26. Korniotis, George M. & Kumar, Alok, 2013. "Do Portfolio Distortions Reflect Superior Information or Psychological Biases?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(1), pages 1-45, February.
    27. Cristian Trejos & Adrian van Deemen & Yeny E. Rodriguez & Juan M. Gomez, 2019. "Overconfidence and disposition effect in the stock market : A micro world based setting," Post-Print hal-02312273, HAL.
    28. Richards, Daniel W. & Fenton-O'Creevy, Mark & Rutterford, Janette & Kodwani, Devendra G., 2018. "Is the disposition effect related to investors’ reliance on System 1 and System 2 processes or their strategy of emotion regulation?," Journal of Economic Psychology, Elsevier, vol. 66(C), pages 79-92.
    29. Frydman, Cary & Rangel, Antonio, 2014. "Debiasing the disposition effect by reducing the saliency of information about a stock's purchase price," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 541-552.
    30. 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.
    31. 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.
    32. Dierick, Nicolas & Heyman, Dries & Inghelbrecht, Koen & Stieperaere, Hannes, 2019. "Financial attention and the disposition effect," Journal of Economic Behavior & Organization, Elsevier, vol. 163(C), pages 190-217.
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    2. Zhang, Xiaotao & Wang, Ziqiao & Hao, Jing & Liu, Jiubiao, 2022. "Stock market entry timing and retail investors' disposition effect," International Review of Financial Analysis, Elsevier, vol. 82(C).

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    More about this item

    Keywords

    Disposition effect; Individual investors; Behavioral finance; Financial literacy; Trading activity;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G40 - Financial Economics - - Behavioral Finance - - - General

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