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Over-weighting risk factor augmented with mutual fund managers' social networks

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  • Li, Xing
  • Hou, Keqiang

Abstract

We construct over-weighting premium factors that are derived from mutual funds' major holding stocks in the Chinese stock markets. The over-weighting premium is calculated as the spread between the portfolio return of the most popular stocks held by the mutual funds and those of the least popular stocks. We further augment the over-weighting factor with social network of mutual fund managers to explain their over-weight behavior. The over-weighting factor with social network outperforms the simple over-weighting factor and dominates both the typical Fama-French three-factor model and Carhart four factor model for Chinese stock market.

Suggested Citation

  • Li, Xing & Hou, Keqiang, 2023. "Over-weighting risk factor augmented with mutual fund managers' social networks," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    • Handle: RePEc:eee:pacfin:v:77:y:2023:i:c:s0927538x22002098
    DOI: 10.1016/j.pacfin.2022.101914
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    1. Lauren Cohen & Andrea Frazzini & Christopher Malloy, 2008. "The Small World of Investing: Board Connections and Mutual Fund Returns," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 951-979, October.
    2. Paresh Kumar Narayan & Seema Narayan & Harminder Singh, 2014. "The Determinants of Stock Prices: New Evidence from the Indian Banking Sector," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(2), pages 5-15, March.
    3. Diane Del Guercio & Jonathan Reuter, 2014. "Mutual Fund Performance and the Incentive to Generate Alpha," Journal of Finance, American Finance Association, vol. 69(4), pages 1673-1704, August.
    4. 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.
    5. 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.
    6. Barberis, Nicholas & Shleifer, Andrei & Vishny, Robert, 1998. "A model of investor sentiment," Journal of Financial Economics, Elsevier, vol. 49(3), pages 307-343, September.
    7. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    8. Paresh Kumar Narayan & Zhichao Zhang & Xinwei Zheng, 2015. "Some Hypotheses on Commonality in Liquidity: New Evidence from the Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(5), pages 915-944, September.
    9. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    10. 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.
    11. Chen, Hsiu-lang & Pennacchi, George G., 2009. "Does Prior Performance Affect a Mutual Fund’s Choice of Risk? Theory and Further Empirical Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(4), pages 745-775, August.
    12. Darwin Choi & Bige Kahraman & Abhiroop Mukherjee, 2016. "Learning about Mutual Fund Managers," Journal of Finance, American Finance Association, vol. 71(6), pages 2809-2860, December.
    13. Lin, Junqin & Wang, Fan & Wei, Lijian, 2021. "Alumni social networks and hedge fund performance: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 78(C).
    14. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    15. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    16. 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.
    17. Rossi, Alberto G. & Blake, David & Timmermann, Allan & Tonks, Ian & Wermers, Russ, 2018. "Network centrality and delegated investment performance," Journal of Financial Economics, Elsevier, vol. 128(1), pages 183-206.
    18. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    19. 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.
    20. Nicolas P. B. Bollen & Jeffrey A. Busse, 2001. "On the Timing Ability of Mutual Fund Managers," Journal of Finance, American Finance Association, vol. 56(3), pages 1075-1094, June.
    21. Dinh Hoang Bach Phan & Paresh Kumar Narayan, 2020. "Country Responses and the Reaction of the Stock Market to COVID-19—a Preliminary Exposition," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2138-2150, August.
    22. 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.
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