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Investor trade allocation patterns in stock markets

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  • Baltakys, Kęstutis
  • Kanniainen, Juho
  • Saramäki, Jari
  • Kivelä, Mikko

Abstract

In this paper, we statistically analyze how investors distribute their trading intensity to different securities in stock markets. We find that trade allocation distributions are distinctive between investors. More importantly, the patterns of trade allocation across securities are surprisingly persistent for each investor, even when there is a turnover of securities in their portfolios. This suggests that even if investors have security-specific strategies, the securities can be replaced by others while the strategies remain. We also find that time constraints do not appear to limit investors’ activeness: the larger the set of securities an investor trades, the more frequently she trades each security on average.

Suggested Citation

  • Baltakys, Kęstutis & Kanniainen, Juho & Saramäki, Jari & Kivelä, Mikko, 2023. "Investor trade allocation patterns in stock markets," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 191-209.
    • Handle: RePEc:eee:jeborg:v:210:y:2023:i:c:p:191-209
    DOI: 10.1016/j.jebo.2023.04.006
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    1. Antonio Gargano & Alberto G Rossi, 2018. "Does It Pay to Pay Attention?," The Review of Financial Studies, Society for Financial Studies, vol. 31(12), pages 4595-4649.
    2. McTier, Brian C. & Tse, Yiuman & Wald, John K., 2013. "Do Stock Markets Catch the Flu?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(3), pages 979-1000, June.
    3. Das, Sanjiv & Markowitz, Harry & Scheid, Jonathan & Statman, Meir, 2010. "Portfolio Optimization with Mental Accounts," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(2), pages 311-334, April.
    4. Richard H. Thaler & Shlomo Benartzi, 2001. "Naive Diversification Strategies in Defined Contribution Saving Plans," American Economic Review, American Economic Association, vol. 91(1), pages 79-98, March.
    5. Magnus Dahlquist & José Vicente Martinez & Paul Söderlind, 2017. "Individual Investor Activity and Performance," The Review of Financial Studies, Society for Financial Studies, vol. 30(3), pages 866-899.
    6. Grant, Andrew & Kalev, Petko S. & Subrahmanyam, Avanidhar & Joakim Westerholm, P., 2022. "Retail trading activity and major lifecycle events: The case of divorce," Journal of Banking & Finance, Elsevier, vol. 135(C).
    7. 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.
    8. Grinblatt, Mark & Keloharju, Matti, 2000. "The investment behavior and performance of various investor types: a study of Finland's unique data set," Journal of Financial Economics, Elsevier, vol. 55(1), pages 43-67, January.
    9. Simon Gervais & Ron Kaniel & Dan H. Mingelgrin, 2001. "The High‐Volume Return Premium," Journal of Finance, American Finance Association, vol. 56(3), pages 877-919, June.
    10. Pantzalis, Christos & Ucar, Erdem, 2014. "Religious holidays, investor distraction, and earnings announcement effects," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 102-117.
    11. David Hirshleifer & Sonya Seongyeon Lim & Siew Hong Teoh, 2009. "Driven to Distraction: Extraneous Events and Underreaction to Earnings News," Journal of Finance, American Finance Association, vol. 64(5), pages 2289-2325, October.
    12. Pantzalis, Christos & Ucar, Erdem, 2018. "Allergy onset and local investor distraction," Journal of Banking & Finance, Elsevier, vol. 92(C), pages 115-129.
    13. Hwang, Soosung & Salmon, Mark, 2004. "Market stress and herding," Journal of Empirical Finance, Elsevier, vol. 11(4), pages 585-616, September.
    14. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    15. Michael S. Drake & Kurt H. Gee & Jacob R. Thornock, 2016. "March Market Madness: The Impact of Value†Irrelevant Events on the Market Pricing of Earnings News," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 172-203, March.
    16. Harless, David W. & Peterson, Steven P., 1998. "Investor behavior and the persistence of poorly-performing mutual funds," Journal of Economic Behavior & Organization, Elsevier, vol. 37(3), pages 257-276, November.
    17. Seasholes, Mark S. & Wu, Guojun, 2007. "Predictable behavior, profits, and attention," Journal of Empirical Finance, Elsevier, vol. 14(5), pages 590-610, December.
    18. Kewei Hou & Lin Peng & Wei Xiong, 2009. "A Tale of Two Anomalies: The Implication of Investor Attention for Price and Earnings Momentum," Working Papers 2009-4, Princeton University. Economics Department..
    19. Bertram C. Brookes & Jose M. Griffiths, 1978. "Frequency‐rank distributions," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 29(1), pages 5-13, January.
    20. Jeffrey A. Busse & Paul J. Irvine, 2006. "Bayesian Alphas and Mutual Fund Persistence," Journal of Finance, American Finance Association, vol. 61(5), pages 2251-2288, October.
    21. Mark Grinblatt & Matti Keloharju & Juhani Linnainmaa, 2011. "IQ and Stock Market Participation," Journal of Finance, American Finance Association, vol. 66(6), pages 2121-2164, December.
    22. Albert-László Barabási, 2005. "The origin of bursts and heavy tails in human dynamics," Nature, Nature, vol. 435(7039), pages 207-211, May.
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