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Does Mutual Fund Performance Vary over the Business Cycle?

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  • André de Souza
  • Anthony W. Lynch

Abstract

We develop a new methodology that allows conditional performance to be a function of information available at the start of the performance period but does not make assumptions about the behavior of the conditional betas. We use econometric techniques developed by Lynch and Wachter (2011) that use all available factor return, instrument, and mutual fund data, and so allow us to produce more precise parameter estimates than those obtained from the usual GMM estimation. We use our SDF-based method to assess the conditional performance of fund styles in the CRSP mutual fund data set, and are careful to condition only on information available to investors, and to control for any cyclical performance by the underlying stocks held by the various fund styles. Moskowitz (2000) suggests that mutual funds may add value by performing well during economic downturns, but we find that not all funds styles produce counter-cyclical performance when using dividend yield or term spread as the instrument: instead, many fund styles exhibit pro-cyclical or non-cyclical performance, especially after controlling for any cyclicality in the performance of the underlying stocks. For many fund styles, conditional performance switches from counter-cyclical to pro- or non- cyclical depending on the instrument or pricing model used. Moreover, we find very little evidence of any business cycle variation in conditional performance for the 4 oldest fund styles (growth and income, growth, maximum capital gains and income) using dividend yield or term spread as the instrument, despite estimating the cyclicality parameter using the GMM method of Lynch and Wachter (2011) that produces more precise parameter estimates than the usual GMM estimation. Our results are important because they call into question the accepted wisdom and Moskowitz's conjecture that the typical mutual fund improves investor utility by producing counter-cyclical abnormal performance.

Suggested Citation

  • André de Souza & Anthony W. Lynch, 2012. "Does Mutual Fund Performance Vary over the Business Cycle?," NBER Working Papers 18137, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:18137
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    References listed on IDEAS

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    Cited by:

    1. Wayne E. Ferson & Jerchern Lin, 2013. "Alpha and Performance Measurement: The Effects of Investor Disagreement and Heterogeneity," NBER Working Papers 19349, National Bureau of Economic Research, Inc.
    2. Hammouda, Amira & Saeed, Asif & Vidal, Marta & Vidal-García, Javier, 2023. "On the short-term persistence of mutual fund performance in Europe," Research in International Business and Finance, Elsevier, vol. 65(C).
    3. Ahmed El-Masry & Dalia El-Mosallamy & Juan Carlos Matallín-Sáez & Emili Tortosa-Ausina, 2015. "Mutual Fund Performance in MENA Countries: Environmental Conditions and Fund Characteristics," Working Papers 2015/02, Economics Department, Universitat Jaume I, Castellón (Spain).
    4. Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2014. "Time-Varying Fund Manager Skill," Journal of Finance, American Finance Association, vol. 69(4), pages 1455-1484, August.
    5. El-Masry, Ahmed A. & de Mingo-López, Diego Víctor & Matallín-Sáez, Juan Carlos & Tortosa-Ausina, Emili, 2016. "Environmental conditions, fund characteristics, and Islamic orientation: An analysis of mutual fund performance for the MENA region," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 174-197.
    6. Wagner, Moritz & Margaritis, Dimitris, 2017. "All about fun(ds) in emerging markets? The case of equity mutual funds," Emerging Markets Review, Elsevier, vol. 33(C), pages 62-78.
    7. Zheng Sun & Ashley W. Wang & Lu Zheng, 2016. "Only Winners in Tough Times Repeat: Hedge Fund Performance Persistence over Different Market Conditions," Finance and Economics Discussion Series 2016-030, Board of Governors of the Federal Reserve System (U.S.).
    8. Fletcher, Jonathan, 2021. "International equity U.S. mutual funds and diversification benefits," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 246-257.
    9. Fink, Christopher & Raatz, Katharina & Weigert, Florian, 2014. "Do Mutual Funds Outperform During Recessions? International (Counter-) Evidence," Working Papers on Finance 1415, University of St. Gallen, School of Finance.
    10. Jonathan Fletcher & Elizabeth Littlejohn & Andrew Marshall, 2023. "Exploring the performance of US international bond mutual funds," The Financial Review, Eastern Finance Association, vol. 58(4), pages 765-782, November.
    11. Chen, Jie & Lasfer, Meziane & Song, Wei & Zhou, Si, 2021. "Recession managers and mutual fund performance," Journal of Corporate Finance, Elsevier, vol. 69(C).
    12. Juan Carlos Matallín-Sáez & Amparo Soler-Domínguez & Emili Tortosa-Ausina, 2016. "Does socially responsible mutual fund performance vary over the business cycle? New insights on the role of ethical strategy focus and green industry idiosyncratic risk," Working Papers 2016/03, Economics Department, Universitat Jaume I, Castellón (Spain).
    13. Fletcher, Jonathan, 2021. "Evaluating the performance of U.S. international equity closed-end funds," Journal of Multinational Financial Management, Elsevier, vol. 60(C).
    14. Soler-Domínguez, Amparo & Matallín-Sáez, Juan Carlos, 2016. "Socially (ir)responsible investing? The performance of the VICEX Fund from a business cycle perspective," Finance Research Letters, Elsevier, vol. 16(C), pages 190-195.
    15. Elyasiani, Elyas & Rytchkov, Oleg & Stetsyuk, Ivan, 2022. "Do real estate mutual fund managers create value?," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 396-406.

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    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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