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The investment performance, attributes, and investment behavior of ethical equity mutual funds in the US: an empirical investigation

Author

Listed:
  • Shafiqur Rahman

    (Rubicon Global Advisors)

  • Cheng-Few Lee

    (Rutgers University)

  • Yaqing Xiao

    (Rutgers University)

Abstract

This paper examines the investment performance of US ethical equity mutual funds relative to the market and their traditional counterparts using a survivorship-bias-free database. We detect selectivity and market timing performance of fund managers using two models. First, we use Treynor and Mazuy’s (Harv Bus Rev 44:131–136, 1966) model to determine these performances from a quadratic regression of fund returns on market returns. Second, we use a comprehensive and integrated model derived by Bhattacharya and Pfleiderer (A note on performance evaluation. Technical Report 714, Stanford, California, Stanford University, Graduate School of Business, 1983) and Lee and Rahman (J Bus 63:261–278, 1990) to simultaneously capture stock selection and market timing skill of fund managers. This model extracts timing skill from the relationship between managers’ forecast and realized market return. In addition, the R2 approach developed by Amihud and Goyenko (Rev Financ Stud 26:667–694, 2013) for evaluating selectivity is also used in this paper. Our empirical results indicate that ethical funds perform no worse than their traditional counterparts, although ethical and traditional funds do not outperform the market. We find some evidence of superior security selection and/or market timing skill among a very small number of ethical and traditional funds. It appears that matching traditional funds have slightly more abnormal (superior as well as inferior) performance than ethical funds in our sample.

Suggested Citation

  • Shafiqur Rahman & Cheng-Few Lee & Yaqing Xiao, 2017. "The investment performance, attributes, and investment behavior of ethical equity mutual funds in the US: an empirical investigation," Review of Quantitative Finance and Accounting, Springer, vol. 49(1), pages 91-116, July.
  • Handle: RePEc:kap:rqfnac:v:49:y:2017:i:1:d:10.1007_s11156-016-0581-1
    DOI: 10.1007/s11156-016-0581-1
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    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. 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.
    3. 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.
    4. N. Kreander & R.H. Gray & D.M. Power & C.D. Sinclair, 2005. "Evaluating the Performance of Ethical and Non‐ethical Funds: A Matched Pair Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1465-1493, September.
    5. Berk, Jonathan B. & van Binsbergen, Jules H., 2015. "Measuring skill in the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 118(1), pages 1-20.
    6. Benson, Karen L. & Humphrey, Jacquelyn E., 2008. "Socially responsible investment funds: Investor reaction to current and past returns," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1850-1859, September.
    7. Breen, William & Jagannathan, Ravi & Ofer, Aharon R, 1986. "Correcting for Heteroscedasticity in Tests for Market Timing Ability," The Journal of Business, University of Chicago Press, vol. 59(4), pages 585-598, October.
    8. Lewellen, Jonathan & Nagel, Stefan & Shanken, Jay, 2010. "A skeptical appraisal of asset pricing tests," Journal of Financial Economics, Elsevier, vol. 96(2), pages 175-194, May.
    9. 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.
    10. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2015. "Scale and skill in active management," Journal of Financial Economics, Elsevier, vol. 116(1), pages 23-45.
    11. 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.
    12. 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.
    13. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    14. Dybvig, Philip H & Ross, Stephen A, 1985. "Differential Information and Performance Measurement Using a Security Market Line," Journal of Finance, American Finance Association, vol. 40(2), pages 383-399, June.
    15. 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.
    16. Stewart Jones & Sandra van der Laan & Geoff Frost & Janice Loftus, 2008. "The Investment Performance of Socially Responsible Investment Funds in Australia," Journal of Business Ethics, Springer, vol. 80(2), pages 181-203, June.
    17. Coggin, T Daniel & Fabozzi, Frank J & Rahman, Shafiqur, 1993. "The Investment Performance of U.S. Equity Pension Fund Managers: An Empirical Investigation," Journal of Finance, American Finance Association, vol. 48(3), pages 1039-1055, July.
    18. 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.
    19. 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.
    20. Bauer, Rob & Koedijk, Kees & Otten, Roger, 2005. "International evidence on ethical mutual fund performance and investment style," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1751-1767, July.
    21. 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.
    22. Brown, Stephen J & Goetzmann, William N, 1995. "Performance Persistence," Journal of Finance, American Finance Association, vol. 50(2), pages 679-698, June.
    23. 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.
    24. Dybvig, Philip H & Ross, Stephen A, 1985. "The Analytics of Performance Measurement Using a Security Market Line," Journal of Finance, American Finance Association, vol. 40(2), pages 401-416, June.
    25. MacKinnon, James G. & White, Halbert, 1985. "Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties," Journal of Econometrics, Elsevier, vol. 29(3), pages 305-325, September.
    26. repec:bla:ausecr:v:34:y:2001:i:2:p:170-178 is not listed on IDEAS
    27. N. Kreander & R.H. Gray & D.M. Power & C.D. Sinclair, 2005. "Evaluating the Performance of Ethical and Non-ethical Funds: A Matched Pair Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7-8), pages 1465-1493.
    28. Treynor, Jack L & Black, Fischer, 1973. "How to Use Security Analysis to Improve Portfolio Selection," The Journal of Business, University of Chicago Press, vol. 46(1), pages 66-86, January.
    29. Kon, Stanley J, 1983. "The Market-Timing Performance of Mutual Fund Managers," The Journal of Business, University of Chicago Press, vol. 56(3), pages 323-347, July.
    30. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    31. Baker, Malcolm & Litov, Lubomir & Wachter, Jessica A. & Wurgler, Jeffrey, 2010. "Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(5), pages 1111-1131, October.
    32. 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.
    33. Hsieh, David A., 1983. "A heteroscedasticity-consistent covariance matrix estimator for time series regressions," Journal of Econometrics, Elsevier, vol. 22(3), pages 281-290, August.
    34. Henriksson, Roy D, 1984. "Market Timing and Mutual Fund Performance: An Empirical Investigation," The Journal of Business, University of Chicago Press, vol. 57(1), pages 73-96, January.
    35. Merton, Robert C, 1981. "On Market Timing and Investment Performance. I. An Equilibrium Theory of Value for Market Forecasts," The Journal of Business, University of Chicago Press, vol. 54(3), pages 363-406, July.
    36. Chang, Eric C & Lewellen, Wilbur G, 1984. "Market Timing and Mutual Fund Investment Performance," The Journal of Business, University of Chicago Press, vol. 57(1), pages 57-72, January.
    37. Cumby, Robert E & Glen, Jack D, 1990. "Evaluating the Performance of International Mutual Funds," Journal of Finance, American Finance Association, vol. 45(2), pages 497-521, June.
    38. Rob Bauer & Jeroen Derwall & Rogér Otten, 2007. "The Ethical Mutual Fund Performance Debate: New Evidence from Canada," Journal of Business Ethics, Springer, vol. 70(2), pages 111-124, January.
    39. Malkiel, Burton G, 1995. "Returns from Investing in Equity Mutual Funds 1971 to 1991," Journal of Finance, American Finance Association, vol. 50(2), pages 549-572, June.
    40. Lee, Cheng Few & Rahman, Shafiqur, 1990. "Market Timing, Selectivity, and Mutual Fund Performance: An Empirical Investigation," The Journal of Business, University of Chicago Press, vol. 63(2), pages 261-278, April.
    41. Alan Gregory & John Matatko & Robert Luther, 1997. "Ethical Unit Trust Financial Performance: Small Company Effects and Fund Size Effects," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(5), pages 705-725.
    42. Grant, Dwight, 1978. "Market Timing and Portfolio Management," Journal of Finance, American Finance Association, vol. 33(4), pages 1119-1131, September.
    43. Alan Gregory & John Matatko & Robert Luther, 1997. "Ethical Unit Trust Financial Performance: Small Company Effects and Fund Size Effects," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(5), pages 705-725, June.
    44. Joshua M. Pollet & Mungo Wilson, 2008. "How Does Size Affect Mutual Fund Behavior?," Journal of Finance, American Finance Association, vol. 63(6), pages 2941-2969, December.
    45. 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.
    46. 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.
    47. Admati, Anat R & Ross, Stephen A, 1985. "Measuring Investment Performance in a Rational Expectations Equilibrium Model," The Journal of Business, University of Chicago Press, vol. 58(1), pages 1-26, January.
    48. Fama, Eugene F, 1972. "Components of Investment Performance," Journal of Finance, American Finance Association, vol. 27(3), pages 551-567, June.
    49. 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.
    50. Alan Gregory & Julie Whittaker, 2007. "Performance and Performance Persistence of 'Ethical' Unit Trusts in the UK," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7-8), pages 1327-1344.
    51. 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.
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    Cited by:

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    2. Fernando García & Jairo González-Bueno & Javier Oliver & Nicola Riley, 2019. "Selecting Socially Responsible Portfolios: A Fuzzy Multicriteria Approach," Sustainability, MDPI, vol. 11(9), pages 1-14, April.
    3. Iqbal Owadally & Jean-René Mwizere & Neema Kalidas & Kalyanie Murugesu & Muhammad Kashif, 2021. "Long-Term Sustainable Investment for Retirement," Sustainability, MDPI, vol. 13(9), pages 1-22, April.
    4. Dimitrios Koutmos & Bochen Wu & Qi Zhang, 2020. "In search of winning mutual funds in the Chinese stock market," Review of Quantitative Finance and Accounting, Springer, vol. 54(2), pages 589-616, February.

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    More about this item

    Keywords

    Ethical investment; Socially responsible investment (SRI); Stock screening; Portfolio management; Performance evaluation;
    All these keywords.

    JEL classification:

    • A13 - General Economics and Teaching - - General Economics - - - Relation of Economics to Social Values
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility

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