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Financial Markets and Portfolio Management

, Volume 29, Issue 1, pp 1–20 | Cite as

Fund performance and subsequent risk: a study of mutual fund tournaments using holdings-based measures

  • Aymen Karoui
  • Iwan MeierEmail author
Article

Abstract

The tournament hypothesis of Brown et al. (J Finance 51(1):85–110, 1996) posits that managers of poorly performing funds actively increase portfolio risk in the second half of the year. At the same time, it is a well-established fact that stock returns and the subsequent return standard deviation are negatively related. We propose a decomposition of fund return standard deviation for the second half of the year using holdings-based measures to distinguish between risk changes that result from holding the portfolio and those that are due to managers’ trades. We extend the return gap of Kacperczyk et al. (Rev Financ Stud 21(6):2379–2416, 2008) to the return standard deviation dimension and define the volatility gap as the difference between fund return volatility and buy-and-hold portfolio volatility. Our empirical findings show that changes in the return volatilities of equity mutual funds are largely explained by shifts in buy-and-hold portfolio volatility. Thus, we find only weak evidence of tournament behavior among mutual funds.

Keywords

Mutual funds Tournament Risk shifting Holdings-based measure 

JEL Classification

G11 G12 G14 

Notes

Acknowledgments

This paper has benefited from the comments of Zhi Da, Raman Kuma, Nicolas Papageorgiou, Bruno Rémillard, Xiaolu Wang, Gong Zhan, and participants at the Northern Finance Association 2010 Conference in Winnipeg and the Eastern Finance Association 2010 Meetings in Miami Beach. We thank an anonymous referee for very helpful comments.

References

  1. Acker, D., Duck, N.W.: A tournament model of fund management. J. Bus. Financ. Account. 33(9), 1460–1483 (2006)CrossRefGoogle Scholar
  2. Ammann, M., Verhofen, M.: The impact of prior performance on the risk-taking of mutual fund managers. Ann. Financ. 5(1), 69–90 (2009)CrossRefGoogle Scholar
  3. Bae, J., Kim, C.-J., Nelson, C.R.: Why are stock returns and volatility negatively correlated? J. Empir. Financ. 14(1), 41–58 (2007)CrossRefGoogle Scholar
  4. Basak, S., Makarov, D.: Difference in interim performance and risk taking with short-sale constraints. J. Financ. Econ. 103(2), 377–392 (2012)CrossRefGoogle Scholar
  5. Bekaert, G., Wu, G.: Asymmetric volatility and risk in equity markets. Rev. Financ. Stud. 13(1), 1–42 (2000)CrossRefGoogle Scholar
  6. Black, F.: Studies of stock price volatility changes. In: Proceedings of the 1976 Meetings of the American Statistical Association, Business and Economics Statistics Section, pp. 177–181 (1976)Google Scholar
  7. Brown, K.C., Harlow, W.V., Starks, L.T.: Of tournaments and temptations: an analysis of managerial incentives in the mutual fund industry. J. Financ. 51(1), 85–110 (1996)CrossRefGoogle Scholar
  8. Busse, J.: Another look at mutual fund tournaments. J. Financ. Quant. Anal. 36(1), 53–73 (2001)CrossRefGoogle Scholar
  9. Carhart, M.M.: On persistence in mutual fund performance. J. Financ. 52(2), 57–82 (1997)CrossRefGoogle Scholar
  10. Chevalier, J., Ellison, G.: Risk taking by mutual funds as a response to incentives. J. Polit. Econ. 105, 1167–1200 (1997)CrossRefGoogle Scholar
  11. Christie, A.A.: The stochastic behavior of common stock variances: value, leverage, and interest rate effects. J. Financ. Econ. 10(4), 407–432 (1982)CrossRefGoogle Scholar
  12. Duffee, G.R.: Stock returns and volatility: a firm-level analysis. J. Financ. Econ. 37(3), 399–420 (1995)CrossRefGoogle Scholar
  13. Elton, E.J., Gruber, M.J., Blake, C.R., Krasny, Y., Ozelge, S.O.: The effect of holdings data frequency on conclusions about mutual fund behavior. J. Bank. Financ. 34(5), 912–922 (2010)CrossRefGoogle Scholar
  14. Elton, E.J., Gruber, M.J., Blake, C.R.: An examination of mutual fund timing ability using monthly holdings data. Rev. Financ. 16(3), 619–645 (2012)CrossRefGoogle Scholar
  15. Goriaev, A., Nijman, T.E., Werker, B.J.M.: Yet another look at mutual fund tournaments. J. Empir. Financ. 12(1), 127–137 (2005)CrossRefGoogle Scholar
  16. Huang, J., Sialm, C., Zhang, H.: Risk shifting and mutual fund performance. Rev. Financ. Stud. 24(8), 2575–2616 (2011)CrossRefGoogle Scholar
  17. Kacperczyk, M., Sialm, C., Zheng, L.: Unobserved actions of mutual funds. Rev. Financ. Stud. 21(6), 2379–2416 (2008)CrossRefGoogle Scholar
  18. Karoui, A., Meier, I.: A note on sorting bias correction in regression-based mutual fund tournament tests. Financ. Markets Portf. Manag. 29(1) (2015)CrossRefGoogle Scholar
  19. Kempf, A., Ruenzi, S.: Tournaments in mutual-fund families. Rev. Financ. Stud. 21(2), 1013–1036 (2008)CrossRefGoogle Scholar
  20. Kempf, A., Ruenzi, S., Thiele, T.: Employment risk, compensation incentives, and managerial risk taking: evidence from the mutual fund industry. J. Financ. Econ. 92(1), 92–108 (2009)CrossRefGoogle Scholar
  21. Khorana, A.: Top management turnover, an empirical investigation of mutual fund managers. J. Financ. Econ. 40(3), 403–427 (1996)CrossRefGoogle Scholar
  22. Koski, J.L., Pontiff, J.: How are derivatives used? Evidence from the mutual fund industry. J. Financ. 54(2), 791–816 (1999)CrossRefGoogle Scholar
  23. Pastor, L., Stambaugh, R.F.: Mutual fund performance and seemingly unrelated assets. J. Financ. Econ. 63(3), 315–349 (2002)CrossRefGoogle Scholar
  24. Patel, J., Zeckhauser, R., Hendricks, D.: Investment flows and performance: evidence from mutual funds, cross-border investments, and new issues. In: Sato, R., Levich, R., Ramachandran, R. (eds.) Japan, Europe, and International Financial Markets: Analytical and Empirical Perspectives, pp. 51–71. Cambridge University Press, Cambridge (1994)Google Scholar
  25. Petersen, M.A.: Estimating standard errors in finance panel data sets: comparing approaches. Rev. Financ. Stud. 22(1), 435–480 (2009)CrossRefGoogle Scholar
  26. Qiu, J.: Termination risk, multiple managers and mutual fund tournament. Eur. Financ. Rev. 7(2), 161–190 (2003)CrossRefGoogle Scholar
  27. Schwarz, C.G.: Mutual fund tournaments: the sorting bias and new evidence. Rev. Financ. Stud. 25(3), 913–936 (2012)CrossRefGoogle Scholar
  28. Sirri, E.R., Tufano, P.: Costly search and mutual fund flows. J. Financ. 53(5), 1589–1622 (1998)CrossRefGoogle Scholar
  29. Taylor, J.: Risk-taking behavior in mutual fund tournaments. J. Econ. Behav. Organ. 50(3), 373–383 (2003)CrossRefGoogle Scholar

Copyright information

© Swiss Society for Financial Market Research 2015

Authors and Affiliations

  1. 1.Department of Finance, School of ManagementUniversity of Québec at MontréalMontréalCanada
  2. 2.Department of FinanceHEC MontréalMontréalCanada

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