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The destabilizing effect of mutual fund herding: Evidence from China

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  • Xue, Wenjun
  • He, Zhongzhi
  • Hu, Yu

Abstract

This paper examines the impact of mutual fund herding on the stability of China's stock market through the lens of idiosyncratic volatility. We show that mutual fund herding significantly amplifies future idiosyncratic volatility up to one-and-half years, suggesting a persistent destabilizing effect. We find that the destabilizing effect is larger for stocks with high mutual fund ownership and in high investor-sentiment periods. Furthermore, mutual fund herding destabilizes the stock market even further after China implemented the share reform in 2011. The destabilizing effect of mutual fund herding is robust to alternative measures of risk and China's institutional setting helps mitigate endogeneity concerns.

Suggested Citation

  • Xue, Wenjun & He, Zhongzhi & Hu, Yu, 2023. "The destabilizing effect of mutual fund herding: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:finana:v:88:y:2023:i:c:s1057521923001278
    DOI: 10.1016/j.irfa.2023.102611
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    1. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    2. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    3. Frey, Stefan & Herbst, Patrick & Walter, Andreas, 2014. "Measuring mutual fund herding – A structural approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 219-239.
    4. Nerissa C. Brown & Kelsey D. Wei & Russ Wermers, 2014. "Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices," Management Science, INFORMS, vol. 60(1), pages 1-20, January.
    5. Hung, Weifeng & Lu, Chia-Chi & Lee, Cheng F., 2010. "Mutual fund herding its impact on stock returns: Evidence from the Taiwan stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 477-493, November.
    6. Li, Donghui & Nguyen, Quang N. & Pham, Peter K. & Wei, Steven X., 2011. "Large Foreign Ownership and Firm-Level Stock Return Volatility in Emerging Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(4), pages 1127-1155, August.
    7. Bryan Kelly & Hao Jiang, 2014. "Editor's Choice Tail Risk and Asset Prices," The Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2841-2871.
    8. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    9. Richard W. Sias, 2004. "Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    10. Faias, José A. & Ferreira, Miguel A., 2017. "Does institutional ownership matter for international stock return comovement?," Journal of International Money and Finance, Elsevier, vol. 78(C), pages 64-83.
    11. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    12. Welch, Ivo, 1992. "Sequential Sales, Learning, and Cascades," Journal of Finance, American Finance Association, vol. 47(2), pages 695-732, June.
    13. Hudson, Yawen & Yan, Meilan & Zhang, Dalu, 2020. "Herd behaviour & investor sentiment: Evidence from UK mutual funds," International Review of Financial Analysis, Elsevier, vol. 71(C).
    14. Devenow, Andrea & Welch, Ivo, 1996. "Rational herding in financial economics," European Economic Review, Elsevier, vol. 40(3-5), pages 603-615, April.
    15. LUKE DeVAULT & RICHARD SIAS & LAURA STARKS, 2019. "Sentiment Metrics and Investor Demand," Journal of Finance, American Finance Association, vol. 74(2), pages 985-1024, April.
    16. Kato, Kengo & F. Galvao, Antonio & Montes-Rojas, Gabriel V., 2012. "Asymptotics for panel quantile regression models with individual effects," Journal of Econometrics, Elsevier, vol. 170(1), pages 76-91.
    17. Trueman, Brett, 1988. " A Theory of Noise Trading in Securities Markets," Journal of Finance, American Finance Association, vol. 43(1), pages 83-95, March.
    18. Andreas Walter & Friedrich Moritz Weber, 2006. "Herding in the German Mutual Fund Industry," European Financial Management, European Financial Management Association, vol. 12(3), pages 375-406, June.
    19. Jeon, Jin Q & Moffett, Clay M., 2010. "Herding by foreign investors and emerging market equity returns: Evidence from Korea," International Review of Economics & Finance, Elsevier, vol. 19(4), pages 698-710, October.
    20. Zheng, Dazhi & Li, Huimin & Zhu, Xiaowei, 2015. "Herding behavior in institutional investors: Evidence from China’s stock market," Journal of Multinational Financial Management, Elsevier, vol. 32, pages 59-76.
    21. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    22. Hirshleifer, David & Subrahmanyam, Avanidhar & Titman, Sheridan, 1994. "Security Analysis and Trading Patterns When Some Investors Receive Information before Others," Journal of Finance, American Finance Association, vol. 49(5), pages 1665-1698, December.
    23. Froot, Kenneth A & Scharftstein, David S & Stein, Jeremy C, 1992. "Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation," Journal of Finance, American Finance Association, vol. 47(4), pages 1461-1484, September.
    24. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    25. Terence Tai-Leung Chong & Xiaojin Liu & Chenqi Zhu, 2017. "What Explains Herd Behavior in the Chinese Stock Market?," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 18(4), pages 448-456, October.
    26. Hwang, Soosung & Salmon, Mark, 2004. "Market stress and herding," Journal of Empirical Finance, Elsevier, vol. 11(4), pages 585-616, September.
    27. Bekaert, Geert & Hodrick, Robert J. & Zhang, Xiaoyan, 2012. "Aggregate Idiosyncratic Volatility," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(6), pages 1155-1185, December.
    28. Hibbert, Ann Marie & Kang, Qiang & Kumar, Alok & Mishra, Suchi, 2020. "Heterogeneous beliefs and return volatility around seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 137(2), pages 571-589.
    29. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    30. Shiller, Robert J, 1990. "Speculative Prices and Popular Models," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 55-65, Spring.
    31. Tan, Lin & Chiang, Thomas C. & Mason, Joseph R. & Nelling, Edward, 2008. "Herding behavior in Chinese stock markets: An examination of A and B shares," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 61-77, January.
    32. Chen, Zhian & Du, Jinmin & Li, Donghui & Ouyang, Rui, 2013. "Does foreign institutional ownership increase return volatility? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 660-669.
    33. Huang, Teng-Ching & Lin, Bing-Huei & Yang, Tung-Hsiao, 2015. "Herd behavior and idiosyncratic volatility," Journal of Business Research, Elsevier, vol. 68(4), pages 763-770.
    34. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    35. Noemi Schmitt & Frank Westerhoff, 2017. "Herding behaviour and volatility clustering in financial markets," Quantitative Finance, Taylor & Francis Journals, vol. 17(8), pages 1187-1203, August.
    36. Kremer, Stephanie & Nautz, Dieter, 2013. "Causes and consequences of short-term institutional herding," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1676-1686.
    37. repec:eme:ijlma0:ijlma-10-2017-0249 is not listed on IDEAS
    38. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    39. Choi, Nicole & Skiba, Hilla, 2015. "Institutional herding in international markets," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 246-259.
    40. Li, Wei & Rhee, Ghon & Wang, Steven Shuye, 2017. "Differences in herding: Individual vs. institutional investors," Pacific-Basin Finance Journal, Elsevier, vol. 45(C), pages 174-185.
    41. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    42. Deng, Xin & Hung, Shengmin & Qiao, Zheng, 2018. "Mutual fund herding and stock price crashes," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 166-184.
    43. Caglayan, Mustafa Onur & Hu, Yu & Xue, Wenjun, 2021. "Mutual fund herding and return comovement in Chinese equities," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    44. Chang, Eric C. & Dong, Sen, 2006. "Idiosyncratic volatility, fundamentals, and institutional herding: Evidence from the Japanese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 14(2), pages 135-154, April.
    45. Chang, Chih-Hsiang & Lin, Shih-Jia, 2015. "The effects of national culture and behavioral pitfalls on investors' decision-making: Herding behavior in international stock markets," International Review of Economics & Finance, Elsevier, vol. 37(C), pages 380-392.
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    More about this item

    Keywords

    Mutual fund herding; Destabilizing effect; Idiosyncratic volatility; China's stock market;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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