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Productivity and Efficiency Evaluation of US Mutual Funds

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  • Mohammad Reza TAVAKOLI BAGHDADABAD

    (National University of Malaysia)

  • Afsaneh NOORI HOUSHYAR

    (National University of Malaysia)

Abstract

In this paper assess the relative performance of US mutual funds using a non-parametric method such as data envelopment analysis (DEA). In particular, we assess the changes of mutual funds’ total productivity using the DEA-based Tornqvist productivity Index. The findings show significant losses in mutual funds’ productivity over the period 2000–2012, which has attracted the attention of US market regulators and policymakers. This paper presents some significant and important implications because we introduce the potential sources of operational inefficiency and unproductiveness. Using a panel logit model, it is revealed that a significant negative relationship exists between the efficiency and productivity and the size and management fee of mutual funds, a result that may be associated with the microstructure of the US stock market. Moreover, it is found that there is a significant positive relationship between the efficiency and productivity and the age and incentive fee of mutual funds. Average productivity growth in the US mutual fund industry is equal to 0.98, which hints at its unsatisfactory performance over the studied period. Finally, we present the findings versus the notion of the mean-variance (MV) efficiency of mutual funds.

Suggested Citation

  • Mohammad Reza TAVAKOLI BAGHDADABAD & Afsaneh NOORI HOUSHYAR, 2014. "Productivity and Efficiency Evaluation of US Mutual Funds," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 64(2), pages 120-143, March.
    • Handle: RePEc:fau:fauart:v:64:y:2014:i:2:p:120-143
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    1. 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.
    2. 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.
    3. Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, May.
    4. Roger Otten & Dennis Bams, 2002. "European Mutual Fund Performance," European Financial Management, European Financial Management Association, vol. 8(1), pages 75-101, March.
    5. Mohammad Reza Tavakoli Baghdadabad & Farid Habibi Tanha & Noreha Halid, 2013. "The efficiency evaluation of mutual fund managers based on DARA, CARA, IARA," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(4), pages 677-695, September.
    6. Grinblatt, Mark & Titman, Sheridan, 1994. "A Study of Monthly Mutual Fund Returns and Performance Evaluation Techniques," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(3), pages 419-444, September.
    7. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    8. Dahlquist, Magnus & Engström, Stefan & Söderlind, Paul, 2000. "Performance and Characteristics of Swedish Mutual Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 409-423, September.
    9. Randy I. Anderson & Christopher M. Brockman & Christos Giannikos & Robert W. McLeod, 2004. "A Non-Parametric Examination of Real Estate Mutual Fund Efficiency," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 3(3), pages 225-238, December.
    10. Vassilios Babalos & Guglielmo Maria Caporale & Alexandros Kostakis & Nikolaos Philippas, 2008. "Testing for persistence in mutual fund performance and the ex-post verification problem: evidence from the Greek market," The European Journal of Finance, Taylor & Francis Journals, vol. 14(8), pages 735-753.
    11. 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.
    12. J. Tobin, 1958. "Liquidity Preference as Behavior Towards Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 25(2), pages 65-86.
    13. Golec, Joseph H., 1996. "The effects of mutual fund managers' characteristics on their portfolio performance, risk and fees," Financial Services Review, Elsevier, vol. 5(2), pages 133-147.
    14. Yoon K. Choi & B.P.S. Murthi, 2001. "Relative Performance Evaluation of Mutual Funds: A Non-Parametric Approach," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(7&8), pages 853-876.
    15. Grinblatt, Mark & Titman, Sheridan, 1992. "The Persistence of Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 47(5), pages 1977-1984, December.
    16. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    17. Luis Ferruz & José L Sarto & Laura Andreu, 2007. "A comparison between German and Spanish equity fund markets," Journal of Asset Management, Palgrave Macmillan, vol. 8(3), pages 147-151, September.
    18. Yuan, Rongli & Xiao, Jason Zezhong & Zou, Hong, 2008. "Mutual funds' ownership and firm performance: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1552-1565, August.
    19. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "The price of ethics and stakeholder governance: The performance of socially responsible mutual funds," Journal of Corporate Finance, Elsevier, vol. 14(3), pages 302-322, June.
    20. 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.
    21. Geranio, Manuela & Zanotti, Giovanna, 2005. "Can mutual funds characteristics explain fees?," Journal of Multinational Financial Management, Elsevier, vol. 15(4-5), pages 354-376, October.
    22. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    23. Daraio, Cinzia & Simar, Leopold, 2006. "A robust nonparametric approach to evaluate and explain the performance of mutual funds," European Journal of Operational Research, Elsevier, vol. 175(1), pages 516-542, November.
    24. Garcia, Maria Teresa Medeiros, 2010. "Efficiency evaluation of the Portuguese pension funds management companies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(3), pages 259-266, July.
    25. Grinblatt, Mark & Titman, Sheridan D, 1989. "Mutual Fund Performance: An Analysis of Quarterly Portfolio Holdings," The Journal of Business, University of Chicago Press, vol. 62(3), pages 393-416, July.
    26. Guercio, Diane Del & Tkac, Paula A., 2002. "The Determinants of the Flow of Funds of Managed Portfolios: Mutual Funds vs. Pension Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(4), pages 523-557, December.
    27. Nemoto, Jiro & Goto, Mika, 2005. "Productivity, efficiency, scale economies and technical change: A new decomposition analysis of TFP applied to the Japanese prefectures," Journal of the Japanese and International Economies, Elsevier, vol. 19(4), pages 617-634, December.
    28. Richard A. Ippolito, 1989. "Efficiency with Costly Information: A Study of Mutual Fund Performance, 1965–1984," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(1), pages 1-23.
    29. Babalos, Vassilios & Kostakis, Alexandros & Philippas, Nikolaos, 2009. "Managing mutual funds or managing expense ratios? Evidence from the Greek fund industry," Journal of Multinational Financial Management, Elsevier, vol. 19(4), pages 256-272, October.
    30. Joseph Chen & Harrison Hong & Ming Huang & Jeffrey D. Kubik, 2004. "Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization," American Economic Review, American Economic Association, vol. 94(5), pages 1276-1302, December.
    31. Maria Do Ceu Ribeiro Cortez & Dean Paxson & Manuel Jose Da Rocha Armada, 1999. "Persistence in Portuguese mutual fund performance," The European Journal of Finance, Taylor & Francis Journals, vol. 5(4), pages 342-365.
    32. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    33. Murthi, B. P. S. & Choi, Yoon K. & Desai, Preyas, 1997. "Efficiency of mutual funds and portfolio performance measurement: A non-parametric approach," European Journal of Operational Research, Elsevier, vol. 98(2), pages 408-418, April.
    34. Prather, Laurie & Bertin, William J. & Henker, Thomas, 2004. "Mutual fund characteristics, managerial attributes, and fund performance," Review of Financial Economics, Elsevier, vol. 13(4), pages 305-326.
    35. Ferris, Stephen P & Chance, Don M, 1987. "The Effect of 12b-1 Plans on Mutual Fund Expense Ratios: A Note," Journal of Finance, American Finance Association, vol. 42(4), pages 1077-1082, September.
    36. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    37. Steri, Roberto & Giorgino, Marco & Viviani, Diego, 2009. "The Italian hedge funds industry: An empirical analysis of performance and persistence," Journal of Multinational Financial Management, Elsevier, vol. 19(1), pages 75-91, February.
    38. Jiro Nemoto & Mika Goto, 2005. "Productivity, Efficiency, Scale Economies and Technical Change: A New Decomposition Analysis," NBER Working Papers 11373, National Bureau of Economic Research, Inc.
    39. Jati Sengupta, 2003. "Efficiency tests for mutual fund portfolios," Applied Financial Economics, Taylor & Francis Journals, vol. 13(12), pages 869-876.
    40. 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.
    41. Fletcher, Jonathan & Forbes, David, 2002. "An exploration of the persistence of UK unit trust performance," Journal of Empirical Finance, Elsevier, vol. 9(5), pages 475-493, December.
    42. Eugene F. Fama & Kenneth R. French, 2010. "Luck versus Skill in the Cross‐Section of Mutual Fund Returns," Journal of Finance, American Finance Association, vol. 65(5), pages 1915-1947, October.
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    2. Antonella Basso & Stefania Funari, 2017. "The role of fund size in the performance of mutual funds assessed with DEA models," The European Journal of Finance, Taylor & Francis Journals, vol. 23(6), pages 457-473, May.
    3. Sevgi Eda Tuzcu & Emrah Ertugay, 2020. "Is size an input in the mutual fund performance evaluation with DEA?," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 10(4), pages 635-659, December.

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    More about this item

    Keywords

    data envelopment analysis (DEA); Tornqvist productivity index; technological efficiency; technical efficiency; mutual funds;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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