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A Fuzzy-Set Qualitative Comparative Analysis of Causal Configurations Influencing Mutual Fund Performance: The Role of Fund Manager Skill

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  • Pedro Carmona

    (Departament d’Economia Financera i Actuarial, Facultat d’Economia, Universitat de València, Avda. Tarongers s/n, 46022 València, Spain)

  • Alexandre Momparler

    (Departament d’Economia Financera i Actuarial, Facultat d’Economia, Universitat de València, Avda. Tarongers s/n, 46022 València, Spain)

  • Francisco Climent

    (Departament d’Economia Financera i Actuarial, Facultat d’Economia, Universitat de València, Avda. Tarongers s/n, 46022 València, Spain)

Abstract

A mutual fund is a common instrument for households and corporations to invest in the financial markets through diversified portfolios of securities. Investing in managed mutual funds involves relying on a fund manager’s knowledge, expertise, and investment strategy to beat the fund’s benchmark. The purpose of this paper is to help mutual fund investors in their fund selection process. The fuzzy-set qualitative comparative analysis (fsQCA) is the methodology applied to identify combinations of factors that facilitate the selection of performing mutual funds. The goal is to determine whether fund manager skill, as measured by Jensen’s Alpha and other qualitative factors, is a key driver of performance. Our research focuses on US-registered equity funds with a global investing scope over a 5-year period (2016–2021), and we combine three mutual fund databases to obtain more complete data while enhancing data accuracy and consistency. The findings reveal that both manager skill and fund size are pervasive factors included in all three successful combinations of sufficiency conditions leading to high-performance funds. In addition, it is verified that manager skill is the only necessary condition to ensure high returns on mutual funds. Investors’ fund selection process is a cumbersome task that can be simplified with the successful recipes provided by the fsQCA model.

Suggested Citation

  • Pedro Carmona & Alexandre Momparler & Francisco Climent, 2023. "A Fuzzy-Set Qualitative Comparative Analysis of Causal Configurations Influencing Mutual Fund Performance: The Role of Fund Manager Skill," Mathematics, MDPI, vol. 11(21), pages 1-23, October.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:21:p:4500-:d:1271558
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    References listed on IDEAS

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    1. 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.
    2. Blake, Christopher R. & Morey, Matthew R., 2000. "Morningstar Ratings and Mutual Fund Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 451-483, September.
    3. Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, September.
    4. Dahms, Sven, 2019. "Foreign-owned subsidiary knowledge sourcing: The role of location and expatriates," Journal of Business Research, Elsevier, vol. 105(C), pages 178-188.
    5. Ragin, Charles C., 2006. "Set Relations in Social Research: Evaluating Their Consistency and Coverage," Political Analysis, Cambridge University Press, vol. 14(3), pages 291-310, July.
    6. Livingston, Miles & Yao, Ping & Zhou, Lei, 2019. "The volatility of mutual fund performance," Journal of Economics and Business, Elsevier, vol. 104(C), pages 1-1.
    7. Kyle C. Longest & Stephen Vaisey, 2008. "fuzzy: A program for performing qualitative comparative analyses (QCA) in Stata," Stata Journal, StataCorp LP, vol. 8(1), pages 79-104, February.
    8. Ramiro Losada, 2022. "Periodic public information on investment funds and how it influences investors´ decisions," CNMV Working Papers CNMV Working Papers no. 7, CNMV- Spanish Securities Markets Commission - Research and Statistics Department.
    9. J. Edward Graham & Carlos Lassala & Belén Ribeiro Navarrete, 2020. "Influences on mutual fund performance: comparing US and Europe using qualitative comparative analysis," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 33(1), pages 3049-3070, January.
    10. repec:ucp:bkecon:9780226702766 is not listed on IDEAS
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