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Is beauty skin deep?

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  • Ganji, Gajanan
  • Kale, Arati
  • Kale, Devendra

Abstract

We investigate if the perceived attractiveness of mutual fund managers influences mutual fund flows. We hand-collect professional photographs of managers and use machine learning algorithms to develop two objective proxies of attractiveness. We find that, after controlling for fund characteristics, performance measures and manager characteristics, mutual funds managed by ‘attractive’ managers receive higher fund flows. Our results are robust to matched sample analysis, Heckman two-stage selection, alternate model specifications. Attractiveness bias is predominantly witnessed within retail investors and does not entail superior fund performance. Our results suggest that mutual fund investors exhibit a bias for seemingly attractive mutual fund managers.

Suggested Citation

  • Ganji, Gajanan & Kale, Arati & Kale, Devendra, 2021. "Is beauty skin deep?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
    • Handle: RePEc:eee:beexfi:v:31:y:2021:i:c:s2214635021000915
    DOI: 10.1016/j.jbef.2021.100547
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    References listed on IDEAS

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    1. Frazzini, Andrea & Lamont, Owen A., 2008. "Dumb money: Mutual fund flows and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 88(2), pages 299-322, May.
    2. Busetta, Giovanni & Fiorillo, Fabio & Visalli, Emanuela, 2013. "Searching for a job is a beauty contest," MPRA Paper 49392, University Library of Munich, Germany.
    3. Travis Sapp & Ashish Tiwari, 2004. "Does Stock Return Momentum Explain the "Smart Money" Effect?," Journal of Finance, American Finance Association, vol. 59(6), pages 2605-2622, December.
    4. Itzhak Ben-David & Jiacui Li & Andrea Rossi & Yang Song, 2022. "What Do Mutual Fund Investors Really Care About?," Review of Financial Studies, Society for Financial Studies, vol. 35(4), pages 1723-1774.
    5. Pastor, Lubos & Stambaugh, Robert F., 2002. "Mutual fund performance and seemingly unrelated assets," Journal of Financial Economics, Elsevier, vol. 63(3), pages 315-349, March.
    6. 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.
    7. Yuping Jia & Laurence Van Lent & Yachang Zeng, 2014. "Masculinity, Testosterone, and Financial Misreporting," Journal of Accounting Research, Wiley Blackwell, vol. 52(5), pages 1195-1246, December.
    8. Richard B. Evans, 2010. "Mutual Fund Incubation," Journal of Finance, American Finance Association, vol. 65(4), pages 1581-1611, August.
    9. Alok Kumar & Alexandra Niessen-Ruenzi & Oliver G. Spalt, 2015. "What's in a Name? Mutual Fund Flows When Managers Have Foreign-Sounding Names," Review of Financial Studies, Society for Financial Studies, vol. 28(8), pages 2281-2321.
    10. Eugene F. Fama, 1968. "Risk, Return And Equilibrium: Some Clarifying Comments," Journal of Finance, American Finance Association, vol. 23(1), pages 29-40, March.
    11. John Lintner, 1965. "Security Prices, Risk, And Maximal Gains From Diversification," Journal of Finance, American Finance Association, vol. 20(4), pages 587-615, December.
    12. 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.
    13. 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.
    14. Guercio, Diane Del & Tkac, Paula A., 2008. "Star Power: The Effect of Monrningstar Ratings on Mutual Fund Flow," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(4), pages 907-936, December.
    15. Patel, Saurin & Sarkissian, Sergei, 2017. "To Group or Not to Group? Evidence from Mutual Fund Databases," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 1989-2021, October.
    16. Massa, Massimo & Reuter, Jonathan & Zitzewitz, Eric, 2010. "When should firms share credit with employees? Evidence from anonymously managed mutual funds," Journal of Financial Economics, Elsevier, vol. 95(3), pages 400-424, March.
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