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

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  • Aymen Karoui
  • Iwan Meier

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. Copyright Swiss Society for Financial Market Research 2015

Suggested Citation

  • Aymen Karoui & Iwan Meier, 2015. "Fund performance and subsequent risk: a study of mutual fund tournaments using holdings-based measures," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 29(1), pages 1-20, February.
  • Handle: RePEc:kap:fmktpm:v:29:y:2015:i:1:p:1-20
    DOI: 10.1007/s11408-014-0241-1
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    References listed on IDEAS

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    1. Aymen Karoui & Iwan Meier, 2015. "A note on sorting bias correction in regression-based mutual fund tournament tests," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 29(1), pages 21-29, February.
    2. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2008. "Unobserved Actions of Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2379-2416, November.
    3. Kempf, Alexander & Ruenzi, Stefan & Thiele, Tanja, 2009. "Employment risk, compensation incentives, and managerial risk taking: Evidence from the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 92(1), pages 92-108, April.
    4. Manuel Ammann & Michael Verhofen, 2009. "The impact of prior performance on the risk-taking of mutual fund managers," Annals of Finance, Springer, vol. 5(1), pages 69-90, January.
    5. Basak, Suleyman & Makarov, Dmitry, 2012. "Difference in interim performance and risk taking with short-sale constraints," Journal of Financial Economics, Elsevier, vol. 103(2), pages 377-392.
    6. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    7. Pastor, Lubos & Stambaugh, Robert F., 2002. "Mutual fund performance and seemingly unrelated assets," Journal of Financial Economics, Elsevier, vol. 63(3), pages 315-349, March.
    8. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    9. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    10. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    11. Erik R. Sirri & Peter Tufano, 1998. "Costly Search and Mutual Fund Flows," Journal of Finance, American Finance Association, vol. 53(5), pages 1589-1622, October.
    12. Bekaert, Geert & Wu, Guojun, 2000. "Asymmetric Volatility and Risk in Equity Markets," Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 1-42.
    13. Alexander Kempf & Stefan Ruenzi, 2008. "Tournaments in Mutual-Fund Families," Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 1013-1036, April.
    14. Christie, Andrew A., 1982. "The stochastic behavior of common stock variances : Value, leverage and interest rate effects," Journal of Financial Economics, Elsevier, vol. 10(4), pages 407-432, December.
    15. Jennifer Lynch Koski & Jeffrey Pontiff, 1999. "How Are Derivatives Used? Evidence from the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 54(2), pages 791-816, April.
    16. Daniella Acker & Nigel W. Duck, 2006. "A Tournament Model of Fund Management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(9‐10), pages 1460-1483, November.
    17. Bae, Jinho & Kim, Chang-Jin & Nelson, Charles R., 2007. "Why are stock returns and volatility negatively correlated?," Journal of Empirical Finance, Elsevier, vol. 14(1), pages 41-58, January.
    18. Goriaev, Alexei & Nijman, Theo E. & Werker, Bas J. M., 2005. "Yet another look at mutual fund tournaments," Journal of Empirical Finance, Elsevier, vol. 12(1), pages 127-137, January.
    19. Busse, Jeffrey A., 2001. "Another Look at Mutual Fund Tournaments," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 53-73, March.
    20. Taylor, Jonathan, 2003. "Risk-taking behavior in mutual fund tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 50(3), pages 373-383, March.
    21. Brown, Keith C & Harlow, W V & Starks, Laura T, 1996. "Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 51(1), pages 85-110, March.
    22. Daniella Acker & Nigel W. Duck, 2006. "A Tournament Model of Fund Management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(9-10), pages 1460-1483.
    23. Duffee, Gregory R., 1995. "Stock returns and volatility A firm-level analysis," Journal of Financial Economics, Elsevier, vol. 37(3), pages 399-420, March.
    24. Christopher G. Schwarz, 2012. "Mutual Fund Tournaments: The Sorting Bias and New Evidence," Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 913-936.
    25. Elton, Edwin J. & Gruber, Martin J. & Blake, Christopher R. & Krasny, Yoel & Ozelge, Sadi O., 2010. "The effect of holdings data frequency on conclusions about mutual fund behavior," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 912-922, May.
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    Cited by:

    1. Qiang Bu, 2018. "Long-term negative fund alpha: Is it caused by bad skill or bad luck?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 32(1), pages 1-16, February.
    2. Aymen Karoui & Iwan Meier, 2015. "A note on sorting bias correction in regression-based mutual fund tournament tests," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 29(1), pages 21-29, February.

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    More about this item

    Keywords

    Mutual funds; Tournament; Risk shifting; Holdings-based measure; G11; G12; G14;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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