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Short-term persistence in hybrid mutual fund performance: The role of style-shifting abilities

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  • Herrmann, Ulf
  • Scholz, Hendrik

Abstract

Our study analyzes the performance of hybrid mutual funds. Based on two extended Carhart models we determine total fund performance by comparing fund returns to investable fund-specific style benchmarks. Using daily returns and a quarterly measurement interval, we present an innovative return-based approach to decompose total performance into in-quarter abnormal performance and style-shifting performance. In addition, we split total style-shifting performance into active and passive components. In this context, we confirm possible benefits of these performance measures by analyzing several simulated investment strategies. Our empirical study covers 520 hybrid mutual funds from 10/1998 to 12/2009 and shows that hybrid mutual funds (i) do not outperform their benchmarks on average, (ii) partially show positive in-quarter abnormal performance and style-shifting abilities, and (iii) exhibit short-term persistence in in-quarter abnormal performance but not in style-shifting abilities.

Suggested Citation

  • Herrmann, Ulf & Scholz, Hendrik, 2013. "Short-term persistence in hybrid mutual fund performance: The role of style-shifting abilities," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2314-2328.
    • Handle: RePEc:eee:jbfina:v:37:y:2013:i:7:p:2314-2328
    DOI: 10.1016/j.jbankfin.2013.01.022
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    1. Grinblatt, Mark & Titman, Sheridan, 1993. "Performance Measurement without Benchmarks: An Examination of Mutual Fund Returns," The Journal of Business, University of Chicago Press, vol. 66(1), pages 47-68, January.
    2. George Comer & Norris Larrymore & Javier Rodriguez, 2009. "Controlling for Fixed-Income Exposure in Portfolio Evaluation: Evidence from Hybrid Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 481-507, February.
    3. Ortiz, Cristina & Sarto, José Luis & Vicente, Luis, 2012. "Portfolios in disguise? Window dressing in bond fund holdings," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 418-427.
    4. Huij, Joop & Verbeek, Marno, 2007. "Cross-sectional learning and short-run persistence in mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 973-997, March.
    5. Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-533, October.
    6. Louis K. C. Chan & Hsiu-Lang Chen & Josef Lakonishok, 2002. "On Mutual Fund Investment Styles," The Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1407-1437.
    7. Jensen, Michael C, 1969. "Risk, The Pricing of Capital Assets, and the Evaluation of Investment Portfolios," The Journal of Business, University of Chicago Press, vol. 42(2), pages 167-247, April.
    8. Lu Zheng, 1999. "Is Money Smart? A Study of Mutual Fund Investors' Fund Selection Ability," Journal of Finance, American Finance Association, vol. 54(3), pages 901-933, June.
    9. Boney, Vaneesha & Comer, George & Kelly, Lynne, 2009. "Timing the investment grade securities market: Evidence from high quality bond funds," Journal of Empirical Finance, Elsevier, vol. 16(1), pages 55-69, January.
    10. Elton, Edwin J, et al, 1993. "Efficiency with Costly Information: A Reinterpretation of Evidence from Managed Portfolios," The Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 1-22.
    11. Brown, Stephen J & Goetzmann, William N, 1995. "Performance Persistence," Journal of Finance, American Finance Association, vol. 50(2), pages 679-698, June.
    12. Lehmann, Bruce N & Modest, David M, 1987. "Mutual Fund Performance Evaluation: A Comparison of Benchmarks and Benchmark Comparisons," Journal of Finance, American Finance Association, vol. 42(2), pages 233-265, June.
    13. Mark M. Carhart & Ron Kaniel & David K. Musto & Adam V. Reed, 2002. "Leaning for the Tape: Evidence of Gaming Behavior in Equity Mutual Funds," Journal of Finance, American Finance Association, vol. 57(2), pages 661-693, April.
    14. Polwitoon, Sirapat & Tawatnuntachai, Oranee, 2006. "Diversification benefits and persistence of US-based global bond funds," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2767-2786, October.
    15. Gruber, Martin J, 1996. "Another Puzzle: The Growth in Activity Managed Mutual Funds," Journal of Finance, American Finance Association, vol. 51(3), pages 783-810, July.
    16. Ang, Andrew & Chen, Joseph, 2007. "CAPM over the long run: 1926-2001," Journal of Empirical Finance, Elsevier, vol. 14(1), pages 1-40, January.
    17. Singal, Vijay & Xu, Zhaojin, 2011. "Selling winners, holding losers: Effect on fund flows and survival of disposition-prone mutual funds," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2704-2718, October.
    18. Jan Annaert & Geert Van Campenhout, 2007. "Time Variation in Mutual Fund Style Exposures," Review of Finance, European Finance Association, vol. 11(4), pages 633-661.
    19. Ferreira, Miguel A. & Keswani, Aneel & Miguel, Antonio F. & Ramos, Sofia B., 2012. "The flow-performance relationship around the world," Journal of Banking & Finance, Elsevier, vol. 36(6), pages 1759-1780.
    20. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    21. 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.
    22. Jonathan B. Berk & Richard C. Green, 2004. "Mutual Fund Flows and Performance in Rational Markets," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1269-1295, December.
    23. Nicolas P. B. Bollen, 2005. "Short-Term Persistence in Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 569-597.
    24. Harry Mamaysky & Matthew Spiegel & Hong Zhang, 2008. "Estimating the Dynamics of Mutual Fund Alphas and Betas," The Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 233-264, January.
    25. Detzler, Miranda Lam, 1999. "The performance of global bond mutual funds," Journal of Banking & Finance, Elsevier, vol. 23(8), pages 1195-1217, August.
    26. Goetzmann, William N. & Ingersoll, Jonathan & Ivković, Zoran, 2000. "Monthly Measurement of Daily Timers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 257-290, September.
    27. Frank, Mary Margaret & Poterba, James M & Shackelford, Douglas A & Shoven, John B, 2004. "Copycat Funds: Information Disclosure Regulation and the Returns to Active Management in the Mutual Fund Industry," Journal of Law and Economics, University of Chicago Press, vol. 47(2), pages 515-541, October.
    28. David K. Musto, 1999. "Investment Decisions Depend on Portfolio Disclosures," Journal of Finance, American Finance Association, vol. 54(3), pages 935-952, June.
    29. 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.
    30. Jia He, 2004. "Quarterly Trading Patterns of Financial Institutions," The Journal of Business, University of Chicago Press, vol. 77(3), pages 493-510, July.
    31. Jonathan Ingersoll & Ivo Welch, 2007. "Portfolio Performance Manipulation and Manipulation-proof Performance Measures," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1503-1546, 2007 17.
    32. Wermers, Russ, 2012. "A matter of style: The causes and consequences of style drift in institutional portfolios," CFR Working Papers 12-04, University of Cologne, Centre for Financial Research (CFR).
    33. Ferson, Wayne E & Schadt, Rudi W, 1996. "Measuring Fund Strategy and Performance in Changing Economic Conditions," Journal of Finance, American Finance Association, vol. 51(2), pages 425-461, June.
    34. George Comer, 2006. "Hybrid Mutual Funds and Market Timing Performance," The Journal of Business, University of Chicago Press, vol. 79(2), pages 771-798, March.
    35. Cesari, Riccardo & Panetta, Fabio, 2002. "The performance of Italian equity funds," Journal of Banking & Finance, Elsevier, vol. 26(1), pages 99-126, January.
    36. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    37. Chen, Yong & Ferson, Wayne & Peters, Helen, 2010. "Measuring the timing ability and performance of bond mutual funds," Journal of Financial Economics, Elsevier, vol. 98(1), pages 72-89, October.
    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. Edelen, Roger M., 1999. "Investor flows and the assessed performance of open-end mutual funds," Journal of Financial Economics, Elsevier, vol. 53(3), pages 439-466, September.
    40. Ammann, Manuel & Kind, Axel & Seiz, Ralf, 2010. "What drives the performance of convertible-bond funds?," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2600-2613, November.
    41. Miguel A. Ferreira & Aneel Keswani & António F. Miguel & Sofia B. Ramos, 2013. "The Determinants of Mutual Fund Performance: A Cross-Country Study," Review of Finance, European Finance Association, vol. 17(2), pages 483-525.
    42. Deaves, Richard, 2004. "Data-conditioning biases, performance, persistence and flows: The case of Canadian equity funds," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 673-694, March.
    43. James, Christopher & Karceski, Jason, 2006. "Investor monitoring and differences in mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2787-2808, October.
    44. Bessler, Wolfgang & Blake, David & Lückoff, Peter & Tonks, Ian, 2010. "Why does mutual fund performance not persist? The impact and interaction of fund flows and manager changes," MPRA Paper 34185, University Library of Munich, Germany.
    45. Matthew R. Morey & Edward S. O'Neal, 2006. "Window Dressing In Bond Mutual Funds," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(3), pages 325-347, September.
    46. Nicolas P. B. Bollen & Jeffrey A. Busse, 2001. "On the Timing Ability of Mutual Fund Managers," Journal of Finance, American Finance Association, vol. 56(3), pages 1075-1094, June.
    47. 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.
    48. Jiang, George J. & Yao, Tong & Yu, Tong, 2007. "Do mutual funds time the market? Evidence from portfolio holdings," Journal of Financial Economics, Elsevier, vol. 86(3), pages 724-758, December.
    49. Hendricks, Darryll & Patel, Jayendu & Zeckhauser, Richard, 1993. "Hot Hands in Mutual Funds: Short-Run Persistence of Relative Performance, 1974-1988," Journal of Finance, American Finance Association, vol. 48(1), pages 93-130, March.
    50. Bruce N. Lehmann & David M. Modest, 1985. "Mutual Fund Performance Evaluation: A Comparison of Benchmarks and Benchmark Comparisons," NBER Working Papers 1721, National Bureau of Economic Research, Inc.
    51. Evangelos Benos & Marek Jochec, 2011. "Short term persistence in mutual fund market timing and stock selection abilities," Annals of Finance, Springer, vol. 7(2), pages 221-246, May.
    52. Jagannathan, Ravi & Korajczyk, Robert A, 1986. "Assessing the Market Timing Performance of Managed Portfolios," The Journal of Business, University of Chicago Press, vol. 59(2), pages 217-235, April.
    53. 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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    More about this item

    Keywords

    Hybrid mutual funds; Performance persistence; Total performance; Style-shifting abilities;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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