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FinTech platforms and mutual fund markets

Author

Listed:
  • You, Yu
  • Yu, Zongdai
  • Zhang, Wenqiao
  • Lu, Lei

Abstract

This paper investigates the influences of FinTech platforms on Chinese mutual fund markets. Using staggered adoption of FinTech platforms as a new way of distributing mutual funds, we find that being on the FinTech platforms attracts more fund flows relative to those funds that are being distributed only through traditional ways. These results are mainly driven by top performing funds, indicating a stronger flow-performance sensitivity. Moreover, fund stock clustering reduced after the adoption of FinTech platforms for bottom performing funds as managers are incentivized to deviate from the crowds to improve performance in order to attract more fund flows.

Suggested Citation

  • You, Yu & Yu, Zongdai & Zhang, Wenqiao & Lu, Lei, 2023. "FinTech platforms and mutual fund markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    • Handle: RePEc:eee:intfin:v:84:y:2023:i:c:s104244312200124x
    DOI: 10.1016/j.intfin.2022.101652
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    as
    1. Gordon Cookson & Tim Jenkinson & Howard Jones & Jose Vicente Martinez, 2021. "Best Buys and Own Brands: Investment Platforms’ Recommendations of Mutual Funds [Understanding the advice of commissions-motivated agents: Evidence from the Indian life insurance market]," The Review of Financial Studies, Society for Financial Studies, vol. 34(1), pages 227-263.
    2. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    3. Mark Egan, 2019. "Brokers versus Retail Investors: Conflicting Interests and Dominated Products," Journal of Finance, American Finance Association, vol. 74(3), pages 1217-1260, June.
    4. Ippolito, Richard A, 1992. "Consumer Reaction to Measures of Poor Quality: Evidence from the Mutual Fund Industry," Journal of Law and Economics, University of Chicago Press, vol. 35(1), pages 45-70, April.
    5. Scheckenbach, Isabel & Wimmer, Maximilian & Dorfleitner, Gregor, 2021. "The higher you fly, the harder you try not to fall: An analysis of the risk taking behavior in social trading," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 239-259.
    6. 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.
    7. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    8. 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.
    9. Claire Yurong Hong & Xiaomeng Lu & Jun Pan, 2019. "FinTech Platforms and Mutual Fund Distribution," NBER Working Papers 26576, National Bureau of Economic Research, Inc.
    10. Nikolai Roussanov & Hongxun Ruan & Yanhao Wei & Stijn Van Nieuwerburgh, 2021. "Marketing Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 34(6), pages 3045-3094.
    11. 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.
    12. 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.
    13. 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.
    14. Kaniel, Ron & Parham, Robert, 2017. "WSJ Category Kings – The impact of media attention on consumer and mutual fund investment decisions," Journal of Financial Economics, Elsevier, vol. 123(2), pages 337-356.
    15. Susan E. K. Christoffersen & Richard Evans & David K. Musto, 2013. "What Do Consumers’ Fund Flows Maximize? Evidence from Their Brokers’ Incentives," Journal of Finance, American Finance Association, vol. 68(1), pages 201-235, February.
    16. Alexander Swade & Gerrit Köchling & Peter N. Posch, 2021. "Managerial behavior in fund tournaments—the impact of TrueSkill," Journal of Asset Management, Palgrave Macmillan, vol. 22(1), pages 62-75, February.
    17. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    18. Zheng, Dazhi & Li, Huimin & Chiang, Thomas C., 2017. "Herding within industries: Evidence from Asian stock markets," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 487-509.
    19. 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.
    20. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," American Economic Review, American Economic Association, vol. 101(6), pages 2723-2753, October.
    21. Taylor, Jonathan, 2003. "Risk-taking behavior in mutual fund tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 50(3), pages 373-383, March.
    22. Hao Jiang & Michela Verardo, 2018. "Does Herding Behavior Reveal Skill? An Analysis of Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 73(5), pages 2229-2269, October.
    23. Jiang, Hao & Verardo, Michela, 2018. "Does herding behavior reveal skill? An analysis of mutual fund performance," LSE Research Online Documents on Economics 86372, London School of Economics and Political Science, LSE Library.
    24. Goriaev, A.P. & Palomino, F.A. & Prat, A., 2000. "Mutual Fund Tournament : Risk Taking Incentives Induced by Ranking Objectives," Discussion Paper 2000-94, Tilburg University, Center for Economic Research.
    25. Gordon Cookson & Tim Jenkinson & Howard Jones & Jose Vicente Martinez & Itay Goldstein, 2021. "Best Buys and Own Brands: Investment Platforms’ Recommendations of Mutual Funds," Review of Economic Studies, Oxford University Press, vol. 34(1), pages 227-263.
    26. Andrew Koch, 2017. "Herd Behavior and Mutual Fund Performance," Management Science, INFORMS, vol. 63(11), pages 3849-3873, November.
    27. Christoffersen, Susan E. K. & Xu, Haoyu, 2017. "Investor Attrition and Fund Flows in Mutual Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 867-893, June.
    28. Cai, Fang & Han, Song & Li, Dan & Li, Yi, 2019. "Institutional herding and its price impact: Evidence from the corporate bond market," Journal of Financial Economics, Elsevier, vol. 131(1), pages 139-167.
    29. Gavriilidis, Konstantinos & Kallinterakis, Vasileios & Ferreira, Mario Pedro Leite, 2013. "Institutional industry herding: Intentional or spurious?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 192-214.
    30. Ferreira, Miguel A. & Keswani, Aneel & Miguel, Antonio F. & Ramos, Sofia B., 2012. "The flow-performance relationship around the world," Journal of Banking & Finance, Elsevier, vol. 36(6), pages 1759-1780.
    31. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    32. 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.
    33. Itzhak Venezia & Amrut Nashikkar & Zur Shapira, 2011. "Firm specific and macro herding by professional and amateur investors and their effects on market volatility," Discussion Paper Series dp586, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    34. Venezia, Itzhak & Nashikkar, Amrut & Shapira, Zur, 2011. "Firm specific and macro herding by professional and amateur investors and their effects on market volatility," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1599-1609, July.
    35. Grinblatt, Mark & Titman, Sheridan & Wermers, Russ, 1995. "Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior," American Economic Review, American Economic Association, vol. 85(5), pages 1088-1105, December.
    36. Han, Liyan & Zheng, Qingqing & Li, Lei & Yin, Libo, 2015. "Do foreign institutional investors stabilize the capital market?," Economics Letters, Elsevier, vol. 136(C), pages 73-75.
    37. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," Working Papers 1398, Princeton University, Department of Economics, Econometric Research Program..
    38. Susan E. K. Christoffersen, 2001. "Why Do Money Fund Managers Voluntarily Waive Their Fees?," Journal of Finance, American Finance Association, vol. 56(3), pages 1117-1140, June.
    39. 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.
    40. Sumit Agarwal & Yeow Hwee Chua, 2020. "FinTech and household finance: a review of the empirical literature," China Finance Review International, Emerald Group Publishing Limited, vol. 10(4), pages 361-376, May.
    41. Li, Wei & Rhee, Ghon & Wang, Steven Shuye, 2017. "Differences in herding: Individual vs. institutional investors," Pacific-Basin Finance Journal, Elsevier, vol. 45(C), pages 174-185.
    42. Sam Wylie, 2005. "Fund Manager Herding: A Test of the Accuracy of Empirical Results Using U.K. Data," The Journal of Business, University of Chicago Press, vol. 78(1), pages 381-403, January.
    43. Schuppli, Michael & Bohl, Martin T., 2010. "Do foreign institutional investors destabilize China's A-share markets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(1), pages 36-50, February.
    44. 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.
    45. 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.
    46. Fulkerson, Jon A. & Riley, Timothy B., 2019. "Portfolio concentration and mutual fund performance," Journal of Empirical Finance, Elsevier, vol. 51(C), pages 1-16.
    47. Xiao Jun & Mingsheng Li & Wu Yan & Rui Zhang, 2014. "Flow-Performance Relationship and Star Effect: New Evidence from Chinese Mutual Funds," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(3), pages 81-101, May.
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    More about this item

    Keywords

    FinTech; Mutual funds; Fund clustering; China;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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