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Mutual fund herding in response to hedge fund herding and the impacts on stock prices

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  • Jiao, Yawen
  • Ye, Pengfei

Abstract

We examine whether mutual funds and hedge funds herd after each other and the associated impacts on stock prices. We find strong evidence that mutual funds herd into or out of stocks following the herd of hedge funds: mutual funds’ herding measure is positively related to last quarter’s hedge fund herding. In contrast, hedge funds do not follow mutual funds. Mutual funds’ following of hedge funds leads to a sharp price reversal in the next quarter, whereas hedge fund herding itself does not destabilize prices. Further, a mutual fund’s following intensity increases with its past performance. The top 30% of mutual funds most active in following hedge funds do so persistently and drastically increase their herding subsequent to intense herding by hedge funds. They are also the group driving the above price reversals. Overall, our evidence is consistent with the reputational incentives of mutual fund herding and the associated price destabilization effects.

Suggested Citation

  • Jiao, Yawen & Ye, Pengfei, 2014. "Mutual fund herding in response to hedge fund herding and the impacts on stock prices," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 131-148.
  • Handle: RePEc:eee:jbfina:v:49:y:2014:i:c:p:131-148
    DOI: 10.1016/j.jbankfin.2014.09.001
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    as
    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. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    3. Xuemin (Sterling) Yan & Zhe Zhang, 2009. "Institutional Investors and Equity Returns: Are Short-term Institutions Better Informed?," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 893-924, February.
    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. Stephen Brown & William Goetzmann & Bing Liang & Christopher Schwarz, 2008. "Mandatory Disclosure and Operational Risk: Evidence from Hedge Fund Registration," Journal of Finance, American Finance Association, vol. 63(6), pages 2785-2815, December.
    6. Lewellen, Jonathan, 2011. "Institutional investors and the limits of arbitrage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 62-80, October.
    7. Cristina Cella & Andrew Ellul & Mariassunta Giannetti, 2013. "Investors' Horizons and the Amplification of Market Shocks," Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1607-1648.
    8. Richard W. Sias, 2004. "Institutional Herding," Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    9. Joseph Chen & Samuel Hanson & Harrison Hong & Jeremy C. Stein, 2008. "Do Hedge Funds Profit From Mutual-Fund Distress?," NBER Working Papers 13786, National Bureau of Economic Research, Inc.
    10. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    11. Judith Chevalier & Glenn Ellison, 1999. "Career Concerns of Mutual Fund Managers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 389-432.
    12. Shive, Sophie & Yun, Hayong, 2013. "Are mutual funds sitting ducks?," Journal of Financial Economics, Elsevier, vol. 107(1), pages 220-237.
    13. 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.
    14. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2008. "Unobserved Actions of Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2379-2416, November.
    15. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    16. Vikas Agarwal & Wei Jiang & Yuehua Tang & Baozhong Yang, 2013. "Uncovering Hedge Fund Skill from the Portfolio Holdings They Hide," Journal of Finance, American Finance Association, vol. 68(2), pages 739-783, April.
    17. 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.
    18. John M. Griffin & Jin Xu, 2009. "How Smart Are the Smart Guys? A Unique View from Hedge Fund Stock Holdings," Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2331-2370, July.
    19. Yawen Jiao, 2013. "Hedge Funds and Equity Prices," Review of Finance, European Finance Association, vol. 17(3), pages 1141-1177.
    20. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    21. Svitlana Voronkova & Martin T. Bohl, 2005. "Institutional Traders’ Behavior in an Emerging Stock Market: Empirical Evidence on Polish Pension Fund Investors," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1537-1560, September.
    22. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    23. 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.
    24. 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.
    25. Agarwal, Vikas & Boyson, Nicole M. & Naik, Narayan Y., 2009. "Hedge Funds for Retail Investors? An Examination of Hedged Mutual Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 273-305, April.
    26. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    27. Aragon, George O. & Strahan, Philip E., 2012. "Hedge funds as liquidity providers: Evidence from the Lehman bankruptcy," Journal of Financial Economics, Elsevier, vol. 103(3), pages 570-587.
    28. Mr. Sunil Sharma & Sushil Bikhchandani, 2000. "Herd Behavior in Financial Markets: A Review," IMF Working Papers 2000/048, International Monetary Fund.
    29. Del Guercio, Diane, 1996. "The distorting effect of the prudent-man laws on institutional equity investments," Journal of Financial Economics, Elsevier, vol. 40(1), pages 31-62, January.
    30. Tom Nohel & Z. Jay Wang & Lu Zheng, 2010. "Side-by-Side Management of Hedge Funds and Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2342-2373, June.
    31. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    32. 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.
    33. James A. Bennett, 2003. "Greener Pastures and the Impact of Dynamic Institutional Preferences," Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1203-1238.
    34. Markus K. Brunnermeier & Stefan Nagel, 2004. "Hedge Funds and the Technology Bubble," Journal of Finance, American Finance Association, vol. 59(5), pages 2013-2040, October.
    35. Grinblatt, Mark & Titman, Sheridan & Wermers, Russ, 1995. "Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior," American Economic Review, American Economic Association, vol. 85(5), pages 1088-1105, December.
    36. 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.
    37. Choe, Hyuk & Kho, Bong-Chan & Stulz, Rene M., 1999. "Do foreign investors destabilize stock markets? The Korean experience in 1997," Journal of Financial Economics, Elsevier, vol. 54(2), pages 227-264, October.
    38. Aggarwal, Rajesh K. & Jorion, Philippe, 2010. "The performance of emerging hedge funds and managers," Journal of Financial Economics, Elsevier, vol. 96(2), pages 238-256, May.
    39. Ashiq Ali & Xuanjuan Chen & Tong Yao & Tong Yu, 2008. "Do Mutual Funds Profit from the Accruals Anomaly?," Journal of Accounting Research, Wiley Blackwell, vol. 46(1), pages 1-26, March.
    40. Falkenstein, Eric G, 1996. "Preferences for Stock Characteristics as Revealed by Mutual Fund Portfolio Holdings," Journal of Finance, American Finance Association, vol. 51(1), pages 111-135, March.
    41. Svitlana Voronkova & Martin T. Bohl, 2005. "Institutional Traders' Behavior in an Emerging Stock Market: Empirical Evidence on Polish Pension Fund Investors," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7-8), pages 1537-1560.
    42. Prendergast, Canice & Stole, Lars, 1996. "Impetuous Youngsters and Jaded Old-Timers: Acquiring a Reputation for Learning," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1105-1134, December.
    43. Sam Wylie, 2005. "Fund Manager Herding: A Test of the Accuracy of Empirical Results Using U.K. Data," The Journal of Business, University of Chicago Press, vol. 78(1), pages 381-403, January.
    44. Kosowski, Robert & Naik, Narayan Y. & Teo, Melvyn, 2007. "Do hedge funds deliver alpha? A Bayesian and bootstrap analysis," Journal of Financial Economics, Elsevier, vol. 84(1), pages 229-264, April.
    45. Vikas Agarwal & Vyacheslav Fos & Wei Jiang, 2013. "Inferring Reporting-Related Biases in Hedge Fund Databases from Hedge Fund Equity Holdings," Management Science, INFORMS, vol. 59(6), pages 1271-1289, June.
    46. John R. Graham, 1999. "Herding among Investment Newsletters: Theory and Evidence," Journal of Finance, American Finance Association, vol. 54(1), pages 237-268, February.
    47. Richard W. Sias & Laura T. Starks, 2006. "Changes in Institutional Ownership and Stock Returns: Assessment and Methodology," The Journal of Business, University of Chicago Press, vol. 79(6), pages 2869-2910, November.
    48. Itzhak Ben-David & Francesco Franzoni & Rabih Moussawi, 2012. "Hedge Fund Stock Trading in the Financial Crisis of 2007--2009," Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 1-54.
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    7. Kellard, Neil & Millo, Yuval & Simon, Jan & Engel, Ofer, 2017. "Close communications: hedge funds, brokers and the emergence of herding," LSE Research Online Documents on Economics 64766, London School of Economics and Political Science, LSE Library.
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    More about this item

    Keywords

    Mutual funds; Hedge funds; Herding; Equity returns;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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