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Robust return efficiency and herding behavior of fund managers

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  • Lu, Shuai
  • Li, Shouwei
  • Chen, Ning

Abstract

In fund markets, investors are prone to obtain more robust returns. Fund managers have the same tendency in many cases and herding behavior emerges. In this paper, we innovatively propose a robust return efficiency (RRE) model and extend its general form. The RRE model allows us to estimate whether a fund obtains robust returns efficiently. Subsequently, the relationship between RRE and the herding behavior is empirically examined. The results show that the herding behavior of fund managers benefits the funds’ RRE. We also deduce that the funds with: more stocks invested; lower investment concentration; that have fewer investors; and that invest fewer large-cap stocks - have tended to generate higher RRE. Simultaneously, the ascending macroeconomy has a direct negative effect on RRE and an indirect restrain effect. Moreover, we find the reverting effect of the herding behavior on the RRE after two or three years, indicating a negative impact in the long run. Moreover, the effect of the herding behavior on the RRE shows little difference whether the stocks are under- or over-valued.

Suggested Citation

  • Lu, Shuai & Li, Shouwei & Chen, Ning, 2022. "Robust return efficiency and herding behavior of fund managers," Finance Research Letters, Elsevier, vol. 46(PA).
  • Handle: RePEc:eee:finlet:v:46:y:2022:i:pa:s1544612321003093
    DOI: 10.1016/j.frl.2021.102267
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    References listed on IDEAS

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    1. Canepa, Alessandra & de la O. González, María & Skinner, Frank S., 2020. "Hedge fund strategies: A non-parametric analysis," International Review of Financial Analysis, Elsevier, vol. 67(C).
    2. Hung, Weifeng & Lu, Chia-Chi & Lee, Cheng F., 2010. "Mutual fund herding its impact on stock returns: Evidence from the Taiwan stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 477-493, November.
    3. Yadav, Vijay, 2016. "Tax preferences of investors and fund investments," Economics Letters, Elsevier, vol. 143(C), pages 90-93.
    4. Cui, Yueting & Gebka, Bartosz & Kallinterakis, Vasileios, 2019. "Do closed-end fund investors herd?," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 194-206.
    5. Clare, Andrew, 2017. "The performance of long-serving fund managers," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 152-159.
    6. Nagy, Balint Zsolt & Benedek, Botond, 2021. "Higher co-moments and adjusted Sharpe ratios for cryptocurrencies," Finance Research Letters, Elsevier, vol. 39(C).
    7. Guerreiro, Andreia P. & Fonseca, Carlos M., 2020. "An analysis of the Hypervolume Sharpe-Ratio Indicator," European Journal of Operational Research, Elsevier, vol. 283(2), pages 614-629.
    8. Dichev, Ilia D. & Yu, Gwen, 2011. "Higher risk, lower returns: What hedge fund investors really earn," Journal of Financial Economics, Elsevier, vol. 100(2), pages 248-263, May.
    9. Deng, Xin & Hung, Shengmin & Qiao, Zheng, 2018. "Mutual fund herding and stock price crashes," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 166-184.
    10. Liao, Tsai-Ling & Huang, Chih-Jen & Wu, Chieh-Yuan, 2011. "Do fund managers herd to counter investor sentiment?," Journal of Business Research, Elsevier, vol. 64(2), pages 207-212, February.
    11. Mo, Kyoungwon & Lee, Kyung Yun, 2021. "Affiliated Mutual Fund Investments and Discretionary Accruals: Evidence from Korea," Finance Research Letters, Elsevier, vol. 43(C).
    12. Gerard Hoberg & Nitin Kumar & Nagpurnanand Prabhala, 2018. "Mutual Fund Competition, Managerial Skill, and Alpha Persistence," Review of Financial Studies, Society for Financial Studies, vol. 31(5), pages 1896-1929.
    13. Buchner, Axel & Wagner, Niklas F., 2017. "Rewarding risk-taking or skill? The case of private equity fund managers," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 14-32.
    14. Damianov, Damian S. & Elsayed, Ahmed H., 2020. "Does Bitcoin add value to global industry portfolios?," Economics Letters, Elsevier, vol. 191(C).
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