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Mutual funds' exits, financial crisis and Darwin

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  • Zalewska, Anna (Ania)
  • Zhang, Yue

Abstract

It is recognized in the literature that there is a negative relationship between fund performance and fund exit. This paper analyses the performance of 6600 U.S. mutual funds that exited the market in the 2000–2014 period and nearly twice as many U.S. mutual funds that remained operational, to provide evidence on whether the negative exit – performance relationship existed during the 2008 financial crisis. We confirm the general relationship but show that, in contrast to all the other periods, there was no statistically significant exit – performance relationship during the financial crisis. We also show that the impact of expenses and loads on fund exit increased during the crisis. This is consistent with our argument that when some active investors leave the market, the passive ones become important to fund–families, albeit the investors may lose out as a result. We also show that the mergers that occurred in the years following the financial crisis resulted in statistically significantly worse post–merger performance of both the acquirers and of the targets in comparison with their pre–merger performance.

Suggested Citation

  • Zalewska, Anna (Ania) & Zhang, Yue, 2020. "Mutual funds' exits, financial crisis and Darwin," Journal of Corporate Finance, Elsevier, vol. 65(C).
  • Handle: RePEc:eee:corfin:v:65:y:2020:i:c:s0929119920301826
    DOI: 10.1016/j.jcorpfin.2020.101738
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    as
    1. Sara E. Shirley & Jeffrey R. Stark, 2016. "Why Do Fund Families Release Underperforming Incubated Mutual Funds?," Financial Management, Financial Management Association International, vol. 45(3), pages 507-528, August.
    2. Daniel Gros & Cinzia Alcidi, 2010. "The impact of the financial crisis on the real economy," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 45(1), pages 4-20, January.
    3. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    4. Yves Fassin & Derrick Gosselin, 2011. "The Collapse of a European Bank in the Financial Crisis: An Analysis from Stakeholder and Ethical Perspectives," Journal of Business Ethics, Springer, vol. 102(2), pages 169-191, August.
    5. Magnus Dahlquist & Ofer Setty & Roine Vestman, 2018. "On the Asset Allocation of a Default Pension Fund," Journal of Finance, American Finance Association, vol. 73(4), pages 1893-1936, August.
    6. Ortiz, Cristina & Sarto, José Luis & Vicente, Luis, 2012. "Portfolios in disguise? Window dressing in bond fund holdings," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 418-427.
    7. Todd Houge & Jay Wellman, 2007. "The Use and Abuse of Mutual Fund Expenses," Journal of Business Ethics, Springer, vol. 70(1), pages 23-32, January.
    8. Geert Bekaert & Michael Ehrmann & Marcel Fratzscher & Arnaud Mehl, 2014. "The Global Crisis and Equity Market Contagion," Journal of Finance, American Finance Association, vol. 69(6), pages 2597-2649, December.
    9. Khorana, Ajay & Tufano, Peter & Wedge, Lei, 2007. "Board structure, mergers, and shareholder wealth: A study of the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 85(2), pages 571-598, August.
    10. Cristina Cella & Andrew Ellul & Mariassunta Giannetti, 2013. "Investors' Horizons and the Amplification of Market Shocks," The Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1607-1648.
    11. Luigi Guiso & Eliana Viviano, 2015. "How Much Can Financial Literacy Help?," Review of Finance, European Finance Association, vol. 19(4), pages 1347-1382.
    12. Martin Rohleder & Hendrik Scholz & Marco Wilkens, 2010. "Survivorship Bias and Mutual Fund Performance: Relevance, Significance, and Methodical Differences," Review of Finance, European Finance Association, vol. 15(2), pages 441-474.
    13. Utpal Bhattacharya & Andreas Hackethal & Simon Kaesler & Benjamin Loos & Steffen Meyer, 2012. "Is Unbiased Financial Advice to Retail Investors Sufficient? Answers from a Large Field Study," The Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 975-1032.
    14. Ivkovic, Zoran & Weisbenner, Scott, 2009. "Individual investor mutual fund flows," Journal of Financial Economics, Elsevier, vol. 92(2), pages 223-237, May.
    15. repec:mpr:mprres:3694 is not listed on IDEAS
    16. Goriaev, Alexei & Nijman, Theo E. & Werker, Bas J.M., 2008. "Performance information dissemination in the mutual fund industry," Journal of Financial Markets, Elsevier, vol. 11(2), pages 144-159, May.
    17. Milo Bianchi, 2018. "Financial Literacy and Portfolio Dynamics," Journal of Finance, American Finance Association, vol. 73(2), pages 831-859, April.
    18. Linlin Ma & Yuehua Tang & Juan‐Pedro Gómez, 2019. "Portfolio Manager Compensation in the U.S. Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 74(2), pages 587-638, April.
    19. Anginer, Deniz & Cerutti, Eugenio & Martínez Pería, María Soledad, 2017. "Foreign bank subsidiaries' default risk during the global crisis: What factors help insulate affiliates from their parents?," Journal of Financial Intermediation, Elsevier, vol. 29(C), pages 19-31.
    20. Murat Aydogdu & Jay W. Wellman, 2011. "The Effects of Advertising on Mutual Fund Flows: Results from a New Database," Financial Management, Financial Management Association International, vol. 40(3), pages 785-809, September.
    21. Franklin Allen & Douglas Gale, 1999. "Innovations in Financial Services, Relationships, and Risk Sharing," Management Science, INFORMS, vol. 45(9), pages 1239-1253, September.
    22. Cumming, Douglas & Johan, Sofia & Zhang, Yelin, 2019. "What is mutual fund flow?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 62(C), pages 222-251.
    23. Steven Glazerman & Dan M. Levy & David Myers, 2003. "Nonexperimental Versus Experimental Estimates of Earnings Impacts," The ANNALS of the American Academy of Political and Social Science, , vol. 589(1), pages 63-93, September.
    24. Hillion, Pierre & Suominen, Matti, 2004. "The manipulation of closing prices," Journal of Financial Markets, Elsevier, vol. 7(4), pages 351-375, October.
    25. Susan E. K. Christoffersen & David K. Musto, 2002. "Demand Curves and the Pricing of Money Management," The Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1499-1524.
    26. Grout, Paul A. & Zalewska, Anna, 2016. "Stock market risk in the financial crisis," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 326-345.
    27. Ritz, Robert A. & Walther, Ansgar, 2015. "How do banks respond to increased funding uncertainty?," Journal of Financial Intermediation, Elsevier, vol. 24(3), pages 386-410.
    28. Homar, Timotej & van Wijnbergen, Sweder J.G., 2017. "Bank recapitalization and economic recovery after financial crises," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 16-28.
    29. 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.
    30. Michael J. Cooper & Huseyin Gulen & P. Raghavendra Rau, 2005. "Changing Names with Style: Mutual Fund Name Changes and Their Effects on Fund Flows," Journal of Finance, American Finance Association, vol. 60(6), pages 2825-2858, December.
    31. Johnson, Woodrow T., 2010. "Who incentivizes the mutual fund manager, new or old shareholders?," Journal of Financial Intermediation, Elsevier, vol. 19(2), pages 143-168, April.
    32. Elton, Edwin J & Gruber, Martin J & Blake, Christopher R, 1996. "Survivorship Bias and Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 9(4), pages 1097-1120.
    33. Friewald, Nils & Jankowitsch, Rainer & Subrahmanyam, Marti G., 2012. "Illiquidity or credit deterioration: A study of liquidity in the US corporate bond market during financial crises," Journal of Financial Economics, Elsevier, vol. 105(1), pages 18-36.
    34. Xinge Zhao, 2005. "Exit Decisions in the U.S. Mutual Fund Industry," The Journal of Business, University of Chicago Press, vol. 78(4), pages 1365-1402, July.
    35. Chen, Hsuan-Chi & Chou, Robin K. & Lu, Chien-Lin, 2018. "Saving for a rainy day: Evidence from the 2000 dot-com crash and the 2008 credit crisis," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 680-699.
    36. Carlson, Mark & Shan, Hui & Warusawitharana, Missaka, 2013. "Capital ratios and bank lending: A matched bank approach," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 663-687.
    37. Bryant, Lonnie L., 2012. "“Down but Not Out” mutual fund manager turnover within fund families," Journal of Financial Intermediation, Elsevier, vol. 21(4), pages 569-593.
    38. Narayanan Jayaraman & Ajay Khorana & Edward Nelling, 2002. "An Analysis of the Determinants and Shareholder Wealth Effects of Mutual Fund Mergers," Journal of Finance, American Finance Association, vol. 57(3), pages 1521-1551, June.
    39. Chalmers, John & Kaul, Aditya & Phillips, Blake, 2013. "The wisdom of crowds: Mutual fund investors’ aggregate asset allocation decisions," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3318-3333.
    40. Namvar, Ethan & Phillips, Blake, 2013. "Commonalities in investment strategy and the determinants of performance in mutual fund mergers," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 625-635.
    41. Lawrence Schmidt & Allan Timmermann & Russ Wermers, 2016. "Runs on Money Market Mutual Funds," American Economic Review, American Economic Association, vol. 106(9), pages 2625-2657, September.
    42. Kahle, Kathleen M. & Stulz, René M., 2013. "Access to capital, investment, and the financial crisis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 280-299.
    43. Calomiris, Charles W. & Nissim, Doron, 2014. "Crisis-related shifts in the market valuation of banking activities," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 400-435.
    44. Roger K. Loh & René M. Stulz, 2018. "Is Sell‐Side Research More Valuable in Bad Times?," Journal of Finance, American Finance Association, vol. 73(3), pages 959-1013, June.
    45. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    46. Renneboog, Luc & Vansteenkiste, Cara, 2019. "Failure and success in mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 650-699.
    47. DeYoung, Robert & Torna, Gökhan, 2013. "Nontraditional banking activities and bank failures during the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 397-421.
    48. Erkens, David H. & Hung, Mingyi & Matos, Pedro, 2012. "Corporate governance in the 2007–2008 financial crisis: Evidence from financial institutions worldwide," Journal of Corporate Finance, Elsevier, vol. 18(2), pages 389-411.
    49. Brown, James R. & Petersen, Bruce C., 2015. "Which investments do firms protect? Liquidity management and real adjustments when access to finance falls sharply," Journal of Financial Intermediation, Elsevier, vol. 24(4), pages 441-465.
    50. Park, Minjung, 2013. "Understanding merger incentives and outcomes in the US mutual fund industry," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4368-4380.
    51. Elena Ferrer & Julie Salaber & Anna Zalewska, 2016. "Consumer confidence indices and stock markets' meltdowns," The European Journal of Finance, Taylor & Francis Journals, vol. 22(3), pages 195-220, February.
    52. Thakor, Anjan V., 2012. "Incentives to innovate and financial crises," Journal of Financial Economics, Elsevier, vol. 103(1), pages 130-148.
    53. Stephen Foerster & Juhani T. Linnainmaa & Brian T. Melzer & Alessandro Previtero, 2017. "Retail Financial Advice: Does One Size Fit All?," Journal of Finance, American Finance Association, vol. 72(4), pages 1441-1482, August.
    54. Mark M. Carhart & Jennifer N. Carpenter & Anthony W. Lynch & David K. Musto, 2002. "Mutual Fund Survivorship," The Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1439-1463.
    55. Hans-Martin Von Gaudecker, 2015. "How Does Household Portfolio Diversification Vary with Financial Literacy and Financial Advice?," Journal of Finance, American Finance Association, vol. 70(2), pages 489-507, April.
    56. Richard Evans & Miguel A. Ferreira & Melissa Porras Prado, 2017. "Fund Performance and Equity Lending: Why Lend What You Can Sell?," Review of Finance, European Finance Association, vol. 21(3), pages 1093-1121.
    57. Roman Inderst & Marco Ottaviani, 2012. "Financial Advice," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 494-512, June.
    58. Rice, Tara & Rose, Jonathan, 2016. "When good investments go bad: The contraction in community bank lending after the 2008 GSE takeover," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 68-88.
    59. Y. Fassin & D. Gossselin, 2011. "The collapse of a European bank in the financial crisis: an analysis from strategic, stakeholder, ethical and governance perspectives," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 11/726, Ghent University, Faculty of Economics and Business Administration.
    60. Friesen, Geoffrey C. & Sapp, Travis R.A., 2007. "Mutual fund flows and investor returns: An empirical examination of fund investor timing ability," Journal of Banking & Finance, Elsevier, vol. 31(9), pages 2796-2816, September.
    61. Simon Gervais & Anthony W. Lynch & David K. Musto, 2005. "Fund Families as Delegated Monitors of Money Managers," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1139-1169.
    62. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    63. William P. Dukes & Philip C. English & Sean M. Davis, 2006. "Mutual Fund Mortality, 12b‐1 Fees, And The Net Expense Ratio," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(2), pages 235-252, June.
    64. Bailey, Warren & Kumar, Alok & Ng, David, 2011. "Behavioral biases of mutual fund investors," Journal of Financial Economics, Elsevier, vol. 102(1), pages 1-27, October.
    65. Fung, William & Hsieh, David A, 1997. "Empirical Characteristics of Dynamic Trading Strategies: The Case of Hedge Funds," The Review of Financial Studies, Society for Financial Studies, vol. 10(2), pages 275-302.
    66. Prem C. Jain & Joanna Shuang Wu, 2000. "Truth in Mutual Fund Advertising: Evidence on Future Performance and Fund Flows," Journal of Finance, American Finance Association, vol. 55(2), pages 937-958, April.
    67. Huang, Shu-Chun & Chen, Wei-Da & Chen, Yehning, 2018. "Bank liquidity creation and CEO optimism," Journal of Financial Intermediation, Elsevier, vol. 36(C), pages 101-117.
    68. Philip C. English II & Ilhan Demiralp & William P. Dukes, 2011. "Mutual Fund Exit and Mutual Fund Fees," Journal of Law and Economics, University of Chicago Press, vol. 54(3), pages 723-749.
    69. Morey, Matthew R., 2003. "Should you carry the load? A comprehensive analysis of load and no-load mutual fund out-of-sample performance," Journal of Banking & Finance, Elsevier, vol. 27(7), pages 1245-1271, July.
    70. Grout, Paul A. & Zalewska, Anna, 2006. "The impact of regulation on market risk," Journal of Financial Economics, Elsevier, vol. 80(1), pages 149-184, April.
    71. Cogneau, Philippe & Hübner, Georges, 2015. "The prediction of fund failure through performance diagnostics," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 224-241.
    72. Najand, Mohammad & Prather, Larry J., 1999. "The risk level discriminatory power of mutual fund investment objectives: Additional evidence," Journal of Financial Markets, Elsevier, vol. 2(3), pages 307-328, August.
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    More about this item

    Keywords

    Agency conflict; Mutual funds; Performance; Liquidations; Mergers; Financial crisis;
    All these keywords.

    JEL classification:

    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G01 - Financial Economics - - General - - - Financial Crises

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