IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v13y2023i2p21582440231174176.html
   My bibliography  Save this article

A Comprehensive Method for Ranking Mutual Fund Performance

Author

Listed:
  • Jin Yuan
  • Xianghui Yuan

Abstract

The increasing guidance requirement in choosing mutual funds contribute to the development of an abundant literature on approaches of ranking funds performance. However, all the commonly used single index and multi-indexes ranking methodologies have their own drawbacks and are in fact not suitable for a reasonable and practical mutual funds comprehensive ranking sometimes. More specifically, the single index measures are incomprehensive, controversial, or even ineffective sometimes, while the mostly used multi-indexes methods do not make full use of evaluation information and usually indirect and inflexible in reality. This paper proposes a paired competition based mutual fund multi-indexes comprehensive performance ranking method which could avoid most of the shortcomings of existing approaches with six good characteristics: it is a comprehensive ranking method that reflects different performance aspects; it provides both cardinal and ordinal information for various practical applications; it integrates both individual evaluation information and joint comparison information for obtaining a more accurate and robust ranking scheme; it has a flexible framework to process complicated data situation; it reveals true strength of fund without distortion; it is convenient to operate in practice. In addition, a more reasonable objective weighted method is proposed to deal with the indexes correlation problems.

Suggested Citation

  • Jin Yuan & Xianghui Yuan, 2023. "A Comprehensive Method for Ranking Mutual Fund Performance," SAGE Open, , vol. 13(2), pages 21582440231, May.
  • Handle: RePEc:sae:sagope:v:13:y:2023:i:2:p:21582440231174176
    DOI: 10.1177/21582440231174176
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440231174176
    Download Restriction: no

    File URL: https://libkey.io/10.1177/21582440231174176?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Basso, Antonella & Funari, Stefania, 2001. "A data envelopment analysis approach to measure the mutual fund performance," European Journal of Operational Research, Elsevier, vol. 135(3), pages 477-492, December.
    2. Chune Young Chung & Doojin Ryu & Kainan Wang & Blerina Bela Zykaj, 2018. "Optionable Stocks and Mutual Fund Performance," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(3), pages 390-412, March.
    3. Mateus, Irina B. & Mateus, Cesario & Todorovic, Natasa, 2019. "Review of new trends in the literature on factor models and mutual fund performance," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 344-354.
    4. Almeida, Caio & Ardison, Kym & Garcia, René, 2020. "Nonparametric assessment of hedge fund performance," Journal of Econometrics, Elsevier, vol. 214(2), pages 349-378.
    5. Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
    6. Kenchington, David & Wan, Chi & Yüksel, H. Zafer, 2019. "Gross profitability and mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 104(C), pages 31-49.
    7. Bai, John Jianqiu & Tang, Yuehua & Wan, Chi & Yüksel, H. Zafer, 2022. "Fund manager skill in an era of globalization: Offshore concentration and fund performance," Journal of Financial Economics, Elsevier, vol. 145(2), pages 18-40.
    8. Grau-Carles, Pilar & Doncel, Luis Miguel & Sainz, Jorge, 2019. "Stability in mutual fund performance rankings: A new proposal," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 337-346.
    9. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    10. Parida, Sitikantha & Teo, Terence, 2018. "The impact of more frequent portfolio disclosure on mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 427-445.
    11. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2022. "Mutual fund performance persistence: Factor models and portfolio size," International Review of Financial Analysis, Elsevier, vol. 81(C).
    12. Yu, Bin & Shen, Yifan & Jin, Xuejun & Xu, Qi, 2022. "Does prospect theory explain mutual fund performance? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    13. José Renato Haas Ornelas & Antônio Francisco Silva Júnior & José Luiz Barros Fernandes, 2012. "Yes, the choice of performance measure does matter for ranking of us mutual funds," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(1), pages 61-72, January.
    14. Ali M. Kutan & Hai Lin & Ping-Wen Sun & Bin Yu, 2020. "A reliable performance measure to differentiate China’s actively managed open-end equity mutual funds," Applied Economics, Taylor & Francis Journals, vol. 50(52), pages 5592-5603, June.
    15. 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.
    16. Maria do Castelo Gouveia & Elisabete Duarte Neves & Luís Cândido Dias & Carlos Henggeler Antunes, 2018. "Performance evaluation of Portuguese mutual fund portfolios using the value-based DEA method," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(10), pages 1628-1639, October.
    17. Afrae Hassouni & Hugues Pirotte, 2022. "Beyond mean–variance: assessing hedge fund performance in a non-parametric world," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 36(4), pages 473-488, December.
    18. Chen, Jie & Lasfer, Meziane & Song, Wei & Zhou, Si, 2021. "Recession managers and mutual fund performance," Journal of Corporate Finance, Elsevier, vol. 69(C).
    19. Fulkerson, Jon A. & Hong, Xin, 2021. "Investment restrictions and fund performance," Journal of Empirical Finance, Elsevier, vol. 64(C), pages 317-336.
    20. Samar Farid & Hayam Wahba, 2022. "The effect of fund size on mutual funds performance in Egypt," Future Business Journal, Springer, vol. 8(1), pages 1-11, December.
    21. Fulkerson, Jon A. & Riley, Timothy B., 2019. "Portfolio concentration and mutual fund performance," Journal of Empirical Finance, Elsevier, vol. 51(C), pages 1-16.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Catarina Alexandra Neves Proença & Maria Elisabete Duarte Neves & Maria Castelo Baptista Gouveia & Mara Teresa Silva Madaleno, 2023. "Technological, healthcare and consumer funds efficiency: influence of COVID-19," Operational Research, Springer, vol. 23(2), pages 1-42, June.
    2. Andreu, Laura & Serrano, Miguel & Vicente, Luis, 2019. "Efficiency of mutual fund managers: A slacks-based manager efficiency index," European Journal of Operational Research, Elsevier, vol. 273(3), pages 1180-1193.
    3. Fadillah Mansor & M. Ishaq Bhatti & Shafiqur Rahman & Hung Quang Do, 2020. "The Investment Performance of Ethical Equity Funds in Malaysia," JRFM, MDPI, vol. 13(9), pages 1-14, September.
    4. Babalos, Vassilios & Caporale, Guglielmo Maria & Philippas, Nikolaos, 2012. "Efficiency evaluation of Greek equity funds," Research in International Business and Finance, Elsevier, vol. 26(2), pages 317-333.
    5. Pätäri, Eero & Karell, Ville & Luukka, Pasi & Yeomans, Julian S, 2018. "Comparison of the multicriteria decision-making methods for equity portfolio selection: The U.S. evidence," European Journal of Operational Research, Elsevier, vol. 265(2), pages 655-672.
    6. Vassilios Babalos & Michael Doumpos & Nikolaos Philippas & Constantin Zopounidis, 2015. "Towards a Holistic Approach for Mutual Fund Performance Appraisal," Computational Economics, Springer;Society for Computational Economics, vol. 46(1), pages 35-53, June.
    7. Lars Hornuf & Gül Yüksel, 2022. "The Performance of Socially Responsible Investments: A Meta-Analysis," CESifo Working Paper Series 9724, CESifo.
    8. Zhang, Jinhua & Wang, Guipu & Yan, Cheng, 2020. "Can foreign equity funds outperform their benchmarks? New evidence from fund-holding data for China," Economic Modelling, Elsevier, vol. 90(C), pages 11-20.
    9. Łukasz Dopierała & Magdalena Mosionek-Schweda & Daria Ilczuk, 2020. "Does the Asset Allocation Policy Affect the Performance of Climate-Themed Funds? Empirical Evidence from the Scandinavian Mutual Funds Market," Sustainability, MDPI, vol. 12(2), pages 1-23, January.
    10. Keith Cuthbertson & Dirk Nitzsche & Niall O’Sullivan, 2023. "UK mutual funds: performance persistence and portfolio size," Journal of Asset Management, Palgrave Macmillan, vol. 24(4), pages 284-298, July.
    11. Wolfgang Bessler & Thomas Conlon & Diego Víctor de Mingo‐López & Juan Carlos Matallín‐Sáez, 2022. "Mutual fund performance and changes in factor exposure," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(1), pages 17-52, March.
    12. Timo Kuosmanen, 2007. "Performance measurement and best-practice benchmarking of mutual funds: combining stochastic dominance criteria with data envelopment analysis," Journal of Productivity Analysis, Springer, vol. 28(1), pages 71-86, October.
    13. Mamatzakis, Emmanuel & Xu, Bingrun, 2016. "Managerial attributes and equity mutual fund performance: evidence from china," MPRA Paper 76139, University Library of Munich, Germany.
    14. Pi‐Hsia Hung & Donald Lien & Yun‐Ju Chien, 2020. "Portfolio concentration and fund manager performance," Review of Financial Economics, John Wiley & Sons, vol. 38(3), pages 423-451, July.
    15. Gregory-Allen, Russell & Balli, Hatice Ozer & Thompson, Kathleen, 2019. "The impact of portfolio holdings disclosure on fund returns," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    16. Loban, Lidia & Sarto, José Luis & Vicente, Luis, 2021. "Determinants of non-compliant equity funds with EU portfolio concentration limits," Journal of Multinational Financial Management, Elsevier, vol. 62(C).
    17. R. Jared DeLisle & H. Zafer Yüksel & Gulnara R. Zaynutdinova, 2020. "What'S In A Name? A Cautionary Tale Of Profitability Anomalies And Limits To Arbitrage," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 43(2), pages 305-344, May.
    18. Pablo Solórzano-Taborga & Ana Belén Alonso-Conde & Javier Rojo-Suárez, 2020. "Data Envelopment Analysis and Multifactor Asset Pricing Models," IJFS, MDPI, vol. 8(2), pages 1-18, April.
    19. J. Francisco Rubio & Neal Maroney & M. Kabir Hassan, 2018. "Can Efficiency of Returns Be Considered as a Pricing Factor?," Computational Economics, Springer;Society for Computational Economics, vol. 52(1), pages 25-54, June.
    20. Sha, Yezhou, 2020. "The devil in the style: Mutual fund style drift, performance and common risk factors," Economic Modelling, Elsevier, vol. 86(C), pages 264-273.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:sagope:v:13:y:2023:i:2:p:21582440231174176. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.