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Mutual fund (sub)advisor connections and crowds

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  • Beggs, William
  • DeVault, Luke

Abstract

Some mutual fund families hire unaffiliated advisors outside of the fund family, called subadvisors to manage one or more of the family’s mutual fund portfolios. Subadvisors frequently manage funds for multiple fund families. We hypothesize that when a fund family hires two different advisors as subadvisors, the shared family (i.e., client) connection intensifies pairwise competition between the advisors, affecting portfolio decisions. We find (sub)advisor pairs managing funds for a common fund family exhibit greater similarity in their portfolio holdings and trades than non-connected (sub)advisors. Portfolio similarity increases following the establishment of a family connection. Inconsistent with information considerations influencing herding behavior, connected holdings earn lower risk-adjusted returns than non-connected holdings in the fund’s portfolio. We further show that this herding behavior among mutual fund subadvisors relates to stock volatility as stocks with high connected ownership levels exhibit greater volatility, on average, than those with low levels of connected ownership.

Suggested Citation

  • Beggs, William & DeVault, Luke, 2022. "Mutual fund (sub)advisor connections and crowds," Journal of Empirical Finance, Elsevier, vol. 67(C), pages 231-252.
    • Handle: RePEc:eee:empfin:v:67:y:2022:i:c:p:231-252
    DOI: 10.1016/j.jempfin.2022.03.009
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    as
    1. JONATHAN B. BERK & JULES H. van BINSBERGEN & BINYING LIU, 2017. "Matching Capital and Labor," Journal of Finance, American Finance Association, vol. 72(6), pages 2467-2504, December.
    2. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    3. Peter M. Demarzo & Ron Kaniel & Ilan Kremer, 2004. "Diversification as a Public Good: Community Effects in Portfolio Choice," Journal of Finance, American Finance Association, vol. 59(4), pages 1677-1716, August.
    4. Nicolae Gârleanu & Lasse Heje Pedersen, 2018. "Efficiently Inefficient Markets for Assets and Asset Management," Journal of Finance, American Finance Association, vol. 73(4), pages 1663-1712, August.
    5. K. J. Martijn Cremers & Antti Petajisto, 2009. "How Active Is Your Fund Manager? A New Measure That Predicts Performance," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3329-3365, September.
    6. Erik R. Sirri & Peter Tufano, 1998. "Costly Search and Mutual Fund Flows," Journal of Finance, American Finance Association, vol. 53(5), pages 1589-1622, October.
    7. Richard W. Sias, 2004. "Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    8. Andrea Frazzini, 2006. "The Disposition Effect and Underreaction to News," Journal of Finance, American Finance Association, vol. 61(4), pages 2017-2046, August.
    9. 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.
    10. Judith Chevalier & Glenn Ellison, 1999. "Career Concerns of Mutual Fund Managers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 389-432.
    11. Ping Hu & Jayant R. Kale & Marco Pagani & Ajay Subramanian, 2011. "Fund Flows, Performance, Managerial Career Concerns, and Risk Taking," Management Science, INFORMS, vol. 57(4), pages 628-646, April.
    12. Joseph Chen & Harrison Hong & Wenxi Jiang & Jeffrey D. Kubik, 2013. "Outsourcing Mutual Fund Management: Firm Boundaries, Incentives, and Performance," Journal of Finance, American Finance Association, vol. 68(2), pages 523-558, April.
    13. Beugelsdijk, Sjoerd & Frijns, Bart, 2010. "A cultural explanation of the foreign bias in international asset allocation," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2121-2131, September.
    14. Martijn Cremers & Antti Petajisto, 2006. "How Active is Your Fund Manager? A New Measure That Predicts Performance," Yale School of Management Working Papers amz2370, Yale School of Management, revised 01 May 2009.
    15. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    16. Kathleen M. Kahle & René M. Stulz, 2017. "Is the US Public Corporation in Trouble?," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 67-88, Summer.
    17. 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.
    18. Cremers, Martijn & Pareek, Ankur, 2016. "Patient capital outperformance: The investment skill of high active share managers who trade infrequently," Journal of Financial Economics, Elsevier, vol. 122(2), pages 288-306.
    19. Marius Popescu & Zhaojin Xu, 2014. "Does Reputation Contribute To Institutional Herding?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 37(3), pages 295-322, September.
    20. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    21. Evans, Richard Burtis & Prado, Melissa Porras & Zambrana, Rafael, 2020. "Competition and cooperation in mutual fund families," Journal of Financial Economics, Elsevier, vol. 136(1), pages 168-188.
    22. Boyson, Nicole M., 2010. "Implicit incentives and reputational herding by hedge fund managers," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 283-299, June.
    23. Lauren Cohen, 2009. "Loyalty-Based Portfolio Choice," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1213-1245.
    24. Richard Sias & H. J. Turtle & Blerina Zykaj, 2016. "Hedge Fund Crowds and Mispricing," Management Science, INFORMS, vol. 62(3), pages 764-784, March.
    25. Alexander Kempf & Stefan Ruenzi, 2008. "Tournaments in Mutual-Fund Families," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 1013-1036, April.
    26. Oleg Chuprinin & Massimo Massa & David Schumacher, 2015. "Outsourcing in the International Mutual Fund Industry: An Equilibrium View," Journal of Finance, American Finance Association, vol. 70(5), pages 2275-2308, October.
    27. French, Kenneth R & Poterba, James M, 1991. "Investor Diversification and International Equity Markets," American Economic Review, American Economic Association, vol. 81(2), pages 222-226, May.
    28. Busse, Jeffrey A., 2001. "Another Look at Mutual Fund Tournaments," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 53-73, March.
    29. Hirshleifer, David & Subrahmanyam, Avanidhar & Titman, Sheridan, 1994. "Security Analysis and Trading Patterns When Some Investors Receive Information before Others," Journal of Finance, American Finance Association, vol. 49(5), pages 1665-1698, December.
    30. Froot, Kenneth A & Scharftstein, David S & Stein, Jeremy C, 1992. "Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation," Journal of Finance, American Finance Association, vol. 47(4), pages 1461-1484, September.
    31. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    32. Anderson, Christopher W. & Fedenia, Mark & Hirschey, Mark & Skiba, Hilla, 2011. "Cultural influences on home bias and international diversification by institutional investors," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 916-934, April.
    33. Huberman, Gur, 2001. "Familiarity Breeds Investment," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    34. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    35. Veronika K. Pool & Noah Stoffman & Scott E. Yonker, 2015. "The People in Your Neighborhood: Social Interactions and Mutual Fund Portfolios," Journal of Finance, American Finance Association, vol. 70(6), pages 2679-2732, December.
    36. Marcin Kacperczyk & Clemens Sialm & Lu Zheng, 2005. "On the Industry Concentration of Actively Managed Equity Mutual Funds," Journal of Finance, American Finance Association, vol. 60(4), pages 1983-2011, August.
    37. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2005. "Thy Neighbor's Portfolio: Word‐of‐Mouth Effects in the Holdings and Trades of Money Managers," Journal of Finance, American Finance Association, vol. 60(6), pages 2801-2824, December.
    38. Martijn Cremers & Antti Petajisto, 2006. "How Active is Your Fund Manager? A New Measure That Predicts Performance," Yale School of Management Working Papers amz2370, Yale School of Management, revised 01 May 2009.
    39. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    40. 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.
    41. Veronika K. Pool & Noah Stoffman & Scott E. Yonker, 2012. "No Place Like Home: Familiarity in Mutual Fund Manager Portfolio Choice," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2563-2599.
    42. Joshua D. Coval & Tobias J. Moskowitz, 1999. "Home Bias at Home: Local Equity Preference in Domestic Portfolios," Journal of Finance, American Finance Association, vol. 54(6), pages 2045-2073, December.
    43. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    44. Falkenstein, Eric G, 1996. "Preferences for Stock Characteristics as Revealed by Mutual Fund Portfolio Holdings," Journal of Finance, American Finance Association, vol. 51(1), pages 111-135, March.
    45. Mark Grinblatt & Matti Keloharju, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, June.
    46. Lauren Cohen, 2009. "Loyalty-Based Portfolio Choice," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1213-1245, March.
    47. Kalok Chan & Vicentiu Covrig & Lilian Ng, 2005. "What Determines the Domestic Bias and Foreign Bias? Evidence from Mutual Fund Equity Allocations Worldwide," Journal of Finance, American Finance Association, vol. 60(3), pages 1495-1534, June.
    48. Gerard Hoberg & Nitin Kumar & Nagpurnanand Prabhala, 2018. "Mutual Fund Competition, Managerial Skill, and Alpha Persistence," The Review of Financial Studies, Society for Financial Studies, vol. 31(5), pages 1896-1929.
    49. Brown, Keith C & Harlow, W V & Starks, Laura T, 1996. "Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 51(1), pages 85-110, March.
    50. Christopher G. Schwarz, 2012. "Mutual Fund Tournaments: The Sorting Bias and New Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 913-936.
    51. Morse, Adair & Shive, Sophie, 2011. "Patriotism in your portfolio," Journal of Financial Markets, Elsevier, vol. 14(2), pages 411-440, May.
    52. Jacobsen, Ben & Dannenburg, Dennis, 2003. "Volatility clustering in monthly stock returns," Journal of Empirical Finance, Elsevier, vol. 10(4), pages 479-503, September.
    53. Moreno, David & Rodríguez, Rosa & Zambrana, Rafael, 2018. "Management sub-advising in the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 127(3), pages 567-587.
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