IDEAS home Printed from https://ideas.repec.org/a/eee/intfin/v84y2023ics104244312200124x.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S104244312200124X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.intfin.2022.101652?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. Andrew Koch, 2017. "Herd Behavior and Mutual Fund Performance," Management Science, INFORMS, vol. 63(11), pages 3849-3873, November.
    3. 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.
    4. 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.
    5. 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.
    6. Frey, Stefan & Herbst, Patrick & Walter, Andreas, 2014. "Measuring mutual fund herding – A structural approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 219-239.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Claire Yurong Hong & Xiaomeng Lu & Jun Pan, 2019. "FinTech Platforms and Mutual Fund Distribution," NBER Working Papers 26576, National Bureau of Economic Research, Inc.
    14. 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.
    15. 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.
    16. 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.
    17. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," American Economic Review, American Economic Association, vol. 101(6), pages 2723-2753, October.
    18. 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.
    19. repec:bla:jfinan:v:53:y:1998:i:5:p:1589-1622 is not listed on IDEAS
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," Working Papers 1398, Princeton University, Department of Economics, Econometric Research Program..
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. repec:eme:cfripp:cfri-03-2020-0024 is not listed on IDEAS
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    39. 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.
    40. 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.
    41. Taylor, Jonathan, 2003. "Risk-taking behavior in mutual fund tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 50(3), pages 373-383, March.
    42. 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.
    43. 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.
    44. 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.
    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.
    48. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jiang, Christine & Wang, Xianzhen, 2024. "Portfolio pumping and dumping among Chinese mutual fund companies," Journal of Banking & Finance, Elsevier, vol. 162(C).
    2. Fahimeh Khatami & Enrico Cagno & Luboš Smrčka & Zoltan Rozsa, 2024. "Assessing the role of FinTech in entrepreneurial ecosystems at the international level," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 3373-3402, December.
    3. Fan, Xiaoming, 2024. "Fintech platforms and information service quality from the perspective of investor cognition," Technology in Society, Elsevier, vol. 77(C).
    4. Wang, Wei & Li, Lin, 2024. "Digital payment, money market fund and investment behavior," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Puput Tri Komalasari & Marwan Asri & Bernardinus M. Purwanto & Bowo Setiyono, 2022. "Herding behaviour in the capital market: What do we know and what is next?," Management Review Quarterly, Springer, vol. 72(3), pages 745-787, September.
    2. Wang, Hu & Li, Shouwei & Ma, Yuyin, 2021. "Herding in Open-end Funds: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    3. Andrikopoulos, Panagiotis & Gebka, Bartosz & Kallinterakis, Vasileios, 2021. "Regulatory mood-congruence and herding: Evidence from cannabis stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 842-864.
    4. Arjoon, Vaalmikki & Bhatnagar, Chandra Shekhar & Ramlakhan, Prakash, 2020. "Herding in the Singapore stock Exchange," Journal of Economics and Business, Elsevier, vol. 109(C).
    5. Liu, Tengdong & Zheng, Dazhi & Zheng, Suyan & Lu, Yang, 2023. "Herding in Chinese stock markets: Evidence from the dual-investor-group," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    6. Artiga Gonzalez, Tanja & Dyakov, Teodor & Inhoffen, Justus & Wipplinger, Evert, 2024. "Crowding of international mutual funds," Journal of Banking & Finance, Elsevier, vol. 164(C).
    7. Santi, Caterina & Zwinkels, Remco C.J., 2023. "Exploring style herding by mutual funds," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    8. Cui, Yueting & Gebka, Bartosz & Kallinterakis, Vasileios, 2019. "Do closed-end fund investors herd?," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 194-206.
    9. Raphaëlle Bellando, 2008. "Le conflit d'agence dans la gestion déléguée de portefeuille : une revue de littérature," Revue d'économie politique, Dalloz, vol. 118(3), pages 317-339.
    10. Bjarne Florentsen & Ulf Nielsson & Peter Raahauge & Jesper Rangvid, 2022. "How Important is Affiliation Between Mutual Funds and Distributors for Fund Flows? [Is unbiased financial advice to retail investors sufficient? Answers from a large field study]," Review of Finance, European Finance Association, vol. 26(4), pages 971-1009.
    11. Xiaofeng Quan & Cheng Xiang & Donghui Li & Kelvin Jui Keng Tan, 2023. "To see is to believe: Corporate site visits and mutual fund herding," Financial Management, Financial Management Association International, vol. 52(4), pages 711-740, December.
    12. Gu Wang & Jiaxuan Ye, 2023. "Fund Managers’ Competition for Investment Flows Based on Relative Performance," Journal of Optimization Theory and Applications, Springer, vol. 198(2), pages 605-643, August.
    13. Hsieh, Shu-Fan & Chan, Chia-Ying & Wang, Ming-Chun, 2020. "Retail investor attention and herding behavior," Journal of Empirical Finance, Elsevier, vol. 59(C), pages 109-132.
    14. Marius Popescu & Zhaojin Xu, 2018. "Mutual fund herding and reputational concerns," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 42(3), pages 550-565, July.
    15. Choi, Nicole & Skiba, Hilla, 2015. "Institutional herding in international markets," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 246-259.
    16. Kremer, Stephanie & Nautz, Dieter, 2013. "Causes and consequences of short-term institutional herding," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1676-1686.
    17. Fei, Tianlun & Liu, Xiaoquan, 2021. "Herding and market volatility," International Review of Financial Analysis, Elsevier, vol. 78(C).
    18. Gavriilidis, Konstantinos & Kallinterakis, Vasileios & Öztürkkal, Belma, 2020. "Does mood affect institutional herding?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 26(C).
    19. Zheng, Dazhi & Li, Huimin & Zhu, Xiaowei, 2015. "Herding behavior in institutional investors: Evidence from China’s stock market," Journal of Multinational Financial Management, Elsevier, vol. 32, pages 59-76.
    20. Guney, Yilmaz & Kallinterakis, Vasileios & Komba, Gabriel, 2017. "Herding in frontier markets: Evidence from African stock exchanges," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 47(C), pages 152-175.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:intfin:v:84:y:2023:i:c:s104244312200124x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/intfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.