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COVID caused a negative bubble. Who profited? Who lost? How stock markets changed?

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  • Ülkü, Numan
  • Ali, Fahad
  • Saydumarov, Saidgozi
  • İkizlerli, Deniz

Abstract

Compiling a unique, worldwide collection of trading data, we analyze investor types' aggregate trading in stock markets throughout the COVID-19 episode, to assess investor types' role in a worldwide negative bubble and their degree of sophistication in responding to it. Individual investors were the main buyers and consequently the winners during the rebound. Foreign institutional investors exited host markets; some domestic institutions exploited the negative bubble by well-timed buying. In US index futures, asset managers heavily sold into crash; dealers profited from the rebound. Individual investors' buying was driven by their contrarian behavioral traits and a unique positive shock to retail investor demand for self-serviced investing in stocks, driven by work-from-home practices and unprecedented stimulus. This shock has changed the participant composition of world stock markets. Overall, the COVID-19 episode has many unique aspects that cannot be accounted for under existing theories.

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  • Ülkü, Numan & Ali, Fahad & Saydumarov, Saidgozi & İkizlerli, Deniz, 2023. "COVID caused a negative bubble. Who profited? Who lost? How stock markets changed?," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    • Handle: RePEc:eee:pacfin:v:79:y:2023:i:c:s0927538x23001105
    DOI: 10.1016/j.pacfin.2023.102044
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    as
    1. Barrot, Jean-Noel & Kaniel, Ron & Sraer, David, 2016. "Are retail traders compensated for providing liquidity?," Journal of Financial Economics, Elsevier, vol. 120(1), pages 146-168.
    2. Dilip Abreu & Markus K. Brunnermeier, 2003. "Bubbles and Crashes," Econometrica, Econometric Society, vol. 71(1), pages 173-204, January.
    3. John M. Griffin & Jeffrey H. Harris & Selim Topaloglu, 2003. "The Dynamics of Institutional and Individual Trading," Journal of Finance, American Finance Association, vol. 58(6), pages 2285-2320, December.
    4. Bing, Tao & Ma, Hongkun, 2021. "COVID-19 pandemic effect on trading and returns: Evidence from the Chinese stock market," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 384-396.
    5. Refet S. Gürkaynak, 2008. "Econometric Tests Of Asset Price Bubbles: Taking Stock," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 166-186, February.
    6. Broner, Fernando A. & Gaston Gelos, R. & Reinhart, Carmen M., 2006. "When in peril, retrench: Testing the portfolio channel of contagion," Journal of International Economics, Elsevier, vol. 69(1), pages 203-230, June.
    7. Utz Weitzel & Christoph Huber & Jürgen Huber & Michael Kirchler & Florian Lindner & Julia Rose & Lauren Cohen, 2020. "Bubbles and Financial Professionals," The Review of Financial Studies, Society for Financial Studies, vol. 33(6), pages 2659-2696.
    8. Zhang, Jinhua & Mao, Rui & Wang, Jieyu & Xing, Mengying, 2021. "The way back home: Trading behaviours of foreign institutional investors in China amid the COVID-19 pandemic," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    9. Xindan Li & Avanidhar Subrahmanyam & Xuewei Yang & Wei Jiang, 2021. "Winners, Losers, and Regulators in a Derivatives Market Bubble," Review of Economic Studies, Oxford University Press, vol. 34(1), pages 313-350.
    10. 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.
    11. Ron Kaniel & Gideon Saar & Sheridan Titman, 2008. "Individual Investor Trading and Stock Returns," Journal of Finance, American Finance Association, vol. 63(1), pages 273-310, February.
    12. Xindan Li & Avanidhar Subrahmanyam & Xuewei Yang, 2021. "Winners, Losers, and Regulators in a Derivatives Market Bubble [Bubbles and crashes]," The Review of Financial Studies, Society for Financial Studies, vol. 34(1), pages 313-350.
    13. Pramod Kumar Naik & Imlak Shaikh & Toan Luu Duc Huynh, 2022. "Institutional investment activities and stock market volatility amid COVID-19 in India," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 1542-1560, December.
    14. Abreu, Dilip & Brunnermeier, Markus K., 2002. "Synchronization risk and delayed arbitrage," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 341-360.
    15. Schmeling, Maik, 2007. "Institutional and individual sentiment: Smart money and noise trader risk?," International Journal of Forecasting, Elsevier, vol. 23(1), pages 127-145.
    16. Akbas, Ferhat & Armstrong, Will J. & Sorescu, Sorin & Subrahmanyam, Avanidhar, 2015. "Smart money, dumb money, and capital market anomalies," Journal of Financial Economics, Elsevier, vol. 118(2), pages 355-382.
    17. Djalilov, Abdulaziz & Ülkü, Numan, 2021. "Individual investors’ trading behavior in Moscow Exchange and the COVID-19 crisis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
    18. Binglin Gong & Deng Pan & Donghui Shi, 2017. "New Investors and Bubbles: An Analysis of the Baosteel Call Warrant Bubble," Management Science, INFORMS, vol. 63(8), pages 2493-2508, August.
    19. Foley, Sean & Frijns, Bart & Garel, Alexandre & Roh, Tai-Yong, 2022. "Who buys Bitcoin? The cultural determinants of Bitcoin activity," International Review of Financial Analysis, Elsevier, vol. 84(C).
    20. William N. Goetzmann & Dasol Kim, 2018. "Negative bubbles: What happens after a crash," European Financial Management, European Financial Management Association, vol. 24(2), pages 171-191, March.
    21. Juhani T. Linnainmaa, 2010. "Do Limit Orders Alter Inferences about Investor Performance and Behavior?," Journal of Finance, American Finance Association, vol. 65(4), pages 1473-1506, August.
    22. Cécile Carpentier & Jean-Marc Suret, 2021. "On the Rationality of Institutional Investors: The Case of Major Industrial Accidents," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 22(3), pages 289-305, July.
    23. Ivo Welch, 2022. "The Wisdom of the Robinhood Crowd," Journal of Finance, American Finance Association, vol. 77(3), pages 1489-1527, June.
    24. Pagano, Michael S. & Sedunov, John & Velthuis, Raisa, 2021. "How did retail investors respond to the COVID-19 pandemic? The effect of Robinhood brokerage customers on market quality," Finance Research Letters, Elsevier, vol. 43(C).
    25. Choi, Jongmoo Jay & Kedar-Levy, Haim & Yoo, Sean Sehyun, 2015. "Are individual or institutional investors the agents of bubbles?," Journal of International Money and Finance, Elsevier, vol. 59(C), pages 1-22.
    26. Chang, Chuang-Chang & Hsieh, Pei-Fang & Wang, Yaw-Huei, 2015. "Sophistication, Sentiment, and Misreaction," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(4), pages 903-928, August.
    27. Choi, Paul Moon Sub & Choi, Joung Hwa & Chung, Chune Young, 2020. "Do individual traders undermine firm valuation?," Finance Research Letters, Elsevier, vol. 36(C).
    28. Bourdeau-Brien, Michael & Kryzanowski, Lawrence, 2020. "Natural disasters and risk aversion," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 818-835.
    29. Berkman, Henk & Malloch, Hamish, 2023. "Stock valuation during the COVID-19 pandemic: An explanation using option-based discount rates," Journal of Banking & Finance, Elsevier, vol. 147(C).
    30. John M. Griffin & Jeffrey H. Harris & Tao Shu & Selim Topaloglu, 2011. "Who Drove and Burst the Tech Bubble?," Journal of Finance, American Finance Association, vol. 66(4), pages 1251-1290, August.
    31. Wang, Albert Y. & Young, Michael, 2020. "Terrorist attacks and investor risk preference: Evidence from mutual fund flows," Journal of Financial Economics, Elsevier, vol. 137(2), pages 491-514.
    32. 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.
    33. Arkes, Hal R. & Hirshleifer, David & Jiang, Danling & Lim, Sonya S., 2010. "A cross-cultural study of reference point adaptation: Evidence from China, Korea, and the US," Organizational Behavior and Human Decision Processes, Elsevier, vol. 112(2), pages 99-111, July.
    34. Hasso, Tim & Pelster, Matthias & Breitmayer, Bastian, 2020. "Terror attacks and individual investor behavior: Evidence from the 2015–2017 European terror attacks," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
    35. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
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    More about this item

    Keywords

    Investor types' trading behavior; COVID-19; Negative bubble; Retail investors;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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