IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v82y2023ics0927538x23001919.html
   My bibliography  Save this article

Is attention-based stock buying profitable? Empirical evidence from Chinese individual investors

Author

Listed:
  • Chen, Chen
  • Lu, Xiaomeng
  • Zhang, Yixing

Abstract

We find that a noticeable fraction of investors mainly purchases attention-grabbing stocks. We define investors with such preference as attention-based buyers. Based on Survey data of Chinese individual stock investors, we find that the overall earnings of attention-based buyers decreased by about 4% compared with other investors. Employing two-stage least squares (2SLS) regression we find the OLS regression underestimates the decrease in return. Moreover, attention-based buyers are more susceptible to news and are more inclined to use online-based information as the main reference. Attention-based buyers are more speculative, and demonstrate strong disposition effect. The incapability of investing and loss in return are all attributable to these characteristics. Findings in this article are helpful to the understanding of the typical behavior bias of Chinese individual stock investors.

Suggested Citation

  • Chen, Chen & Lu, Xiaomeng & Zhang, Yixing, 2023. "Is attention-based stock buying profitable? Empirical evidence from Chinese individual investors," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
  • Handle: RePEc:eee:pacfin:v:82:y:2023:i:c:s0927538x23001919
    DOI: 10.1016/j.pacfin.2023.102120
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X23001919
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2023.102120?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2007. "Down or Out: Assessing the Welfare Costs of Household Investment Mistakes," Journal of Political Economy, University of Chicago Press, vol. 115(5), pages 707-747, October.
    3. Amit Seru & Tyler Shumway & Noah Stoffman, 2010. "Learning by Trading," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 705-739, February.
    4. De Winne, Rudy, 2021. "Measuring the disposition effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    5. Seasholes, Mark S. & Wu, Guojun, 2007. "Predictable behavior, profits, and attention," Journal of Empirical Finance, Elsevier, vol. 14(5), pages 590-610, December.
    6. Yuan, Yu, 2015. "Market-wide attention, trading, and stock returns," Journal of Financial Economics, Elsevier, vol. 116(3), pages 548-564.
    7. Azi Ben-Rephael & Zhi Da & Ryan D. Israelsen, 2017. "It Depends on Where You Search: Institutional Investor Attention and Underreaction to News," The Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 3009-3047.
    8. 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.
    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. Sravani Bharandev & Sapar Narayan Rao, 2019. "Disposition effect at the market level: evidence from Indian stock market," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 12(2), pages 69-82, September.
    11. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    12. Peter Iliev & Jonathan Kalodimos & Michelle Lowry, 2021. "Investors’ Attention to Corporate Governance [The “Wall Street Walk” and shareholder activism: Exit as a form of voice]," The Review of Financial Studies, Society for Financial Studies, vol. 34(12), pages 5581-5628.
    13. Marco Cecchini & Emanuele Bajo & Paolo Maria Russo & Maurizio Sobrero, 2019. "Individual Differences in the Disposition Effect," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 20(1), pages 107-126, January.
    14. 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.
    15. Ramos, Sofia B. & Latoeiro, Pedro & Veiga, Helena, 2020. "Limited attention, salience of information and stock market activity," Economic Modelling, Elsevier, vol. 87(C), pages 92-108.
    16. repec:bla:jfinan:v:53:y:1998:i:5:p:1775-1798 is not listed on IDEAS
    17. Brad M. Barber & Terrance Odean, 2008. "All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 785-818, April.
    18. 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.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. 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.
    3. Umar, Tarik, 2022. "Complexity aversion when SeekingAlpha," Journal of Accounting and Economics, Elsevier, vol. 73(2).
    4. Camille Magron & Maxime Merli, 2012. "Stocks repurchase and sophistication of individual investors," Working Papers of LaRGE Research Center 2012-02, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    5. Orhan ERDEM & Evren ARIK & Serkan YÜKSEL, 2014. "Trading Puzzle, Puzzling Trade," Iktisat Isletme ve Finans, Bilgesel Yayincilik, vol. 29(345), pages 83-102.
    6. 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).
    7. Arnold, Marc & Pelster, Matthias & Subrahmanyam, Marti G., 2022. "Attention triggers and investors’ risk-taking," Journal of Financial Economics, Elsevier, vol. 143(2), pages 846-875.
    8. Ben-David, Itzhak & Hirshleifer, David, 2011. "Beyond the Disposition Effect: Do Investors Really Like Gains More Than Losses?," Working Paper Series 2011-13, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    9. Bernard, Sabine Esther & Weber, Martin & Loos, Benjamin, 2023. "How speculative asset characteristics shape retail investors' selling behavior," SAFE Working Paper Series 378, Leibniz Institute for Financial Research SAFE.
    10. Campbell, John Y & Ranish, Benjamin, 2014. "Getting Better or Feeling Better? How Equity Investors Respond to Investment Experience," CEPR Discussion Papers 9907, C.E.P.R. Discussion Papers.
    11. Minh-Lý Liêu, 2021. "Peer attention and the disposition effect," Working Papers Dissertations 81, Paderborn University, Faculty of Business Administration and Economics.
    12. Bansal, Avijit & Jacob, Joshy, 2022. "Impact of Price Path on Disposition Bias," Journal of Banking & Finance, Elsevier, vol. 143(C).
    13. Choi, Darwin, 2019. "Disposition sales and stock market liquidity," Journal of Financial Markets, Elsevier, vol. 45(C), pages 19-36.
    14. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    15. De Winne, Rudy, 2021. "Measuring the disposition effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    16. Hermann, Daniel & Mußhoff, Oliver & Rau, Holger A., 2019. "The disposition effect when deciding on behalf of others," Journal of Economic Psychology, Elsevier, vol. 74(C).
    17. Philipp Stephan & Rüdiger Nitzsch, 2013. "Do individual investors’ stock recommendations in online communities contain investment value?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 27(2), pages 149-186, June.
    18. Richards, Daniel W. & Willows, Gizelle D., 2019. "Monday mornings: Individual investor trading on days of the week and times within a day," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 105-115.
    19. 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.
    20. Gao, Ya & Xiong, Xiong & Feng, Xu & Li, Youwei & Vigne, Samuel A., 2019. "A new attention proxy and order imbalance: Evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 411-417.

    More about this item

    Keywords

    Attention-based buying; Individual investors; Bounded rationality;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

    Statistics

    Access and download statistics

    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:eee:pacfin:v:82:y:2023:i:c:s0927538x23001919. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/pacfin .

    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.