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Does The Association Between Abnormal Trading Volumes And Historical Prices Explain Disposition Effect?

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  • Sravani Bharandev

    (Indian Institute of Technology Bombay)

  • Sapar Narayan Rao

    (Indian Institute of Technology Bombay)

Abstract

Investment behavior is influenced by various behavioral biases. Two among them are disposition effect and anchoring. Using market level data, we investigate the presence of disposition effect in Indian stock markets. Initially, it was found that high (low) trading volumes are not associated with winner (loser) stocks. Further based on the evidence provided by studies done on market level data, we consider abnormal trading volumes as the proxy for disposition effect. Investors’ tendency to update their reference points and the prominence of historical prices (anchors) as reference points allowed a study to test the association between abnormal trading volumes and historical prices. Except for familiar and highly liquid stocks (Nifty50 index stocks) this study found that abnormal trading volumes are associated with a significantly more percentage of winning days than that of losing days. This study is useful for investors and fund managers while taking trading decisions and also when forming the portfolios.

Suggested Citation

  • Sravani Bharandev & Sapar Narayan Rao, 2021. "Does The Association Between Abnormal Trading Volumes And Historical Prices Explain Disposition Effect?," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 28(1), pages 141-151, March.
    • Handle: RePEc:kap:apfinm:v:28:y:2021:i:1:d:10.1007_s10690-020-09321-5
    DOI: 10.1007/s10690-020-09321-5
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    1. Lakonishok, Josef & Smidt, Seymour, 1986. "Volume for Winners and Losers: Taxation and Other Motives for Stock Trading," Journal of Finance, American Finance Association, vol. 41(4), pages 951-974, September.
    2. Shu, Pei-Gi & Yeh, Yin-Hua & Chiu, Shean-Bii & Chen, Hsuan-Chi, 2005. "Are Taiwanese individual investors reluctant to realize their losses?," Pacific-Basin Finance Journal, Elsevier, vol. 13(2), pages 201-223, March.
    3. Gonzalez, Liliana & Powell, John G. & Shi, Jing & Wilson, Antony, 2005. "Two centuries of bull and bear market cycles," International Review of Economics & Finance, Elsevier, vol. 14(4), pages 469-486.
    4. Andrea Frazzini, 2006. "The Disposition Effect and Underreaction to News," Journal of Finance, American Finance Association, vol. 61(4), pages 2017-2046, August.
    5. Rafaqet Ali & Muhammad Afzal, 2012. "Impact of global financial crisis on stock markets: Evidence from Pakistan and India," E3 Journal of Business Management and Economics., E3 Journals, vol. 3(7), pages 275-282.
    6. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    7. repec:bla:jfinan:v:53:y:1998:i:5:p:1775-1798 is not listed on IDEAS
    8. 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.
    9. 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.
    10. Bremer, Marc & Kato, Kiyoshi, 1996. "Trading Volume for Winners and Losers on the Tokyo Stock Exchange," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(1), pages 127-142, March.
    11. Qingzhong Ma & Hui Wang & Wei Zhang, 2017. "Trading against anchoring," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 9(3), pages 242-261, October.
    12. Manel Baucells & Martin Weber & Frank Welfens, 2011. "Reference-Point Formation and Updating," Management Science, INFORMS, vol. 57(3), pages 506-519, March.
    13. Baker, Malcolm & Pan, Xin & Wurgler, Jeffrey, 2012. "The effect of reference point prices on mergers and acquisitions," Journal of Financial Economics, Elsevier, vol. 106(1), pages 49-71.
    14. 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.
    15. 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.
    16. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1.
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    More about this item

    Keywords

    Disposition effect; Anchoring; Abnormal trading volumes; Historical prices and 52-week prices;
    All these keywords.

    JEL classification:

    • G40 - Financial Economics - - Behavioral Finance - - - General
    • 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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