IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v29y2014icp310-334.html
   My bibliography  Save this article

Volatile market condition and investor clientele effects on mutual fund flow performance relationship

Author

Listed:
  • Jun, Xiao
  • Li, Mingsheng
  • Shi, Jing

Abstract

We analyze mutual fund flow–performance relationship using a novel sample of Chinese mutual funds that trade in a volatile market environment. Consistent with existing literature, we find that the net flow to a fund is positively related to past fund performance. However, the positive flow–performance relationship weakens when the stock market is divided into high and low volatile periods or when funds are divided into good and poor performers. Contrary to previous studies using samples in the U.S. and other countries, our results do not exhibit an asymmetric flow–performance relationship, nor do we find any significant Morningstar rating effect or smart money effect. Furthermore, we find that the overall stock market performance is the primary driving force of flow–performance relationship and the positive relationship is more pronounced in bull markets. Consistent with Thaler and Johnson's (1990) house money effect and the overconfidence hypothesis proposed by Gervais and Odean (2001), this suggests that Chinese mutual fund investors are vulnerable to market conditions. The overall results imply that market conditions and investor clientele differences play an important role in fund investments and flow–performance relationships.

Suggested Citation

  • Jun, Xiao & Li, Mingsheng & Shi, Jing, 2014. "Volatile market condition and investor clientele effects on mutual fund flow performance relationship," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 310-334.
  • Handle: RePEc:eee:pacfin:v:29:y:2014:i:c:p:310-334
    DOI: 10.1016/j.pacfin.2014.05.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X14000560
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2014.05.002?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. Gervais, Simon & Odean, Terrance, 2001. "Learning to be Overconfident," Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 1-27.
    2. Patel, Jayendu & Zeckhauser, Richard & Hendricks, Darryll, 1991. "The Rationality Struggle: Illustrations from Financial Markets," American Economic Review, American Economic Association, vol. 81(2), pages 232-236, May.
    3. 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.
    4. Fletcher, Jonathan, 2000. "On the conditional relationship between beta and return in international stock returns," International Review of Financial Analysis, Elsevier, vol. 9(3), pages 235-245.
    5. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    6. Stulz, René M, 1995. "Foreign Equity Investment Restrictions, Capital Flight, and Shareholder Wealth Maximization," CEPR Discussion Papers 1208, C.E.P.R. Discussion Papers.
    7. Lu Zheng, 1999. "Is Money Smart? A Study of Mutual Fund Investors' Fund Selection Ability," Journal of Finance, American Finance Association, vol. 54(3), pages 901-933, June.
    8. Javier Gil‐Bazo & Pablo Ruiz‐Verdú, 2009. "The Relation between Price and Performance in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 64(5), pages 2153-2183, October.
    9. Jianping Mei & Jose A. Scheinkman & Wei Xiong, 2009. "Speculative Trading and Stock Prices: Evidence from Chinese A-B Share Premia," Annals of Economics and Finance, Society for AEF, vol. 10(2), pages 225-255, November.
    10. Massa, Massimo, 2003. "How do family strategies affect fund performance? When performance-maximization is not the only game in town," Journal of Financial Economics, Elsevier, vol. 67(2), pages 249-304, February.
    11. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    12. 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.
    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. Nicholas Barberis & Wei Xiong, 2009. "What Drives the Disposition Effect? An Analysis of a Long‐Standing Preference‐Based Explanation," Journal of Finance, American Finance Association, vol. 64(2), pages 751-784, April.
    15. L. Franklin Fant & Edward S. O'Neal, 2000. "Temporal Changes In The Determinants Of Mutual Fund Flows," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 23(3), pages 353-371, September.
    16. Olivier, Jacque & Tay, Anthony, 2009. "Time-varying incentives in the mutual fund industry," HEC Research Papers Series 925, HEC Paris.
    17. Susan E. K. Christoffersen & David K. Musto, 2002. "Demand Curves and the Pricing of Money Management," Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1499-1524.
    18. Bergstresser, Daniel & Poterba, James, 2002. "Do after-tax returns affect mutual fund inflows?," Journal of Financial Economics, Elsevier, vol. 63(3), pages 381-414, March.
    19. Vikram Nanda, 2004. "Family Values and the Star Phenomenon: Strategies of Mutual Fund Families," Review of Financial Studies, Society for Financial Studies, vol. 17(3), pages 667-698.
    20. Shefrin, Hersh & Statman, Meir, 1985. "The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
    21. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    22. 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.
    23. William N. Goetzmann & Nadav Peles, 1997. "Cognitive Dissonance And Mutual Fund Investors," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 20(2), pages 145-158, June.
    24. Anthony W. Lynch & David K. Musto, 2003. "How Investors Interpret Past Fund Returns," Journal of Finance, American Finance Association, vol. 58(5), pages 2033-2058, October.
    25. Chiang, Thomas C. & Zheng, Dazhi, 2010. "An empirical analysis of herd behavior in global stock markets," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1911-1921, August.
    26. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    27. 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.
    28. Richard H. Thaler & Eric J. Johnson, 1990. "Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice," Management Science, INFORMS, vol. 36(6), pages 643-660, June.
    29. Massimo Massa, 2009. "Incentives and Mutual Fund Performance: Higher Performance or Just Higher Risk Taking?," Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1777-1815, May.
    30. Tufano, Peter & Sevick, Matthew, 1997. "Board structure and fee-setting in the U.S. mutual fund industry," Journal of Financial Economics, Elsevier, vol. 46(3), pages 321-355, December.
    31. Guercio, Diane Del & Tkac, Paula A., 2002. "The Determinants of the Flow of Funds of Managed Portfolios: Mutual Funds vs. Pension Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(4), pages 523-557, December.
    32. Tan, Lin & Chiang, Thomas C. & Mason, Joseph R. & Nelling, Edward, 2008. "Herding behavior in Chinese stock markets: An examination of A and B shares," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 61-77, January.
    33. J. Sawicki, 2001. "Investors' Differential Response To Managed Fund Performance," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(3), pages 367-384, September.
    34. Jennifer Huang & Kelsey D. Wei & Hong Yan, 2007. "Participation Costs and the Sensitivity of Fund Flows to Past Performance," Journal of Finance, American Finance Association, vol. 62(3), pages 1273-1311, June.
    35. Pettengill, Glenn N. & Sundaram, Sridhar & Mathur, Ike, 1995. "The Conditional Relation between Beta and Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(1), pages 101-116, March.
    36. Ivkovic, Zoran & Weisbenner, Scott, 2009. "Individual investor mutual fund flows," Journal of Financial Economics, Elsevier, vol. 92(2), pages 223-237, May.
    37. Yates, J. Frank & Lee, Ju-Whei & Shinotsuka, Hiromi, 1996. "Beliefs about Overconfidence, Including Its Cross-National Variation," Organizational Behavior and Human Decision Processes, Elsevier, vol. 65(2), pages 138-147, February.
    38. William N. Goetzmann & Nadav Peles, 1997. "Cognitive Dissonance And Mutual Fund Investors," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 20(2), pages 145-158, June.
    39. 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.
    40. Fant, L Franklin & O'Neal, Edward S, 2000. "Temporal Changes in the Determinants of Mutual Fund Flows," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 23(3), pages 353-371, Fall.
    41. Ravi Dhar & Ning Zhu, 2006. "Up Close and Personal: Investor Sophistication and the Disposition Effect," Management Science, INFORMS, vol. 52(5), pages 726-740, May.
    42. Sawicki, J, 2001. "Investors' Differential Response to Managed Fund Performance," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(3), pages 367-384, Fall.
    43. Stulz, Rene M & Wasserfallen, Walter, 1995. "Foreign Equity Investment Restrictions, Capital Flight, and Shareholder Wealth Maximization: Theory and Evidence," Review of Financial Studies, Society for Financial Studies, vol. 8(4), pages 1019-1057.
    44. Heinkel, Robert & Stoughton, Neal M, 1994. "The Dynamics of Portfolio Management Contracts," Review of Financial Studies, Society for Financial Studies, vol. 7(2), pages 351-387.
    45. Sun, Qian & Tong, Wilson H. S., 2000. "The effect of market segmentation on stock prices: The China syndrome," Journal of Banking & Finance, Elsevier, vol. 24(12), pages 1875-1902, December.
    46. Wahal, Sunil & Wang, Albert (Yan), 2011. "Competition among mutual funds," Journal of Financial Economics, Elsevier, vol. 99(1), pages 40-59, January.
    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. Li Qian & Mingsheng Li & Yan Li, 2020. "Does news travel slowly before a market crash? The role of margin traders," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(3), pages 3065-3101, September.
    2. Zia-ur-Rehman Rao & Muhammad Zubair Tauni & Ajid ur Rehman, 2016. "Asymmetric Flow-performance Relationship: Case of Chinese Equity Funds," International Journal of Economics and Financial Issues, Econjournals, vol. 6(2), pages 492-496.
    3. Zhangxin (Frank) Liu & Michael J. O'Neill, 2018. "Partial moment volatility indices," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(1), pages 195-215, March.
    4. Wang, Yaping & Paek, Miyoun & Ko, Kwangsoo, 2019. "The performance of Chinese equity funds: An extension of DGTW model," Japan and the World Economy, Elsevier, vol. 51(C), pages 1-1.
    5. Yi, Li & He, Lei, 2016. "False discoveries in style timing of Chinese mutual funds," Pacific-Basin Finance Journal, Elsevier, vol. 38(C), pages 194-208.
    6. Farah Naz & Hafsa Khan & Muhammad Ishfaq Ahmad & Ramiz Ur Rehman & Muhammad Akram Naseem, 2019. "Productivity and efficiency analysis of Pakistani mutual funds using Malmquist index approach," International Journal of Financial Engineering (IJFE), World Scientific Publishing Co. Pte. Ltd., vol. 6(03), pages 1-21, September.
    7. Jun, Xiao & Li, Mingsheng & Yugang, Chen, 2017. "Catering to behavioral demand for dividends and its potential agency issue," Pacific-Basin Finance Journal, Elsevier, vol. 46(PB), pages 269-291.
    8. Cai, Yu & Wang, Qing, 2022. "Money funds manage returns," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
    9. Yi, Li & Liu, Zilan & He, Lei & Qin, Zilong & Gan, Shunli, 2018. "Do Chinese mutual funds time the market?," Pacific-Basin Finance Journal, Elsevier, vol. 47(C), pages 1-19.
    10. Mingsheng Li & Desheng Liu & Jing Zhang & Luxiu Zhang, 2021. "Volatile market condition, institutional constraints, and IPO anomaly: evidence from the Chinese market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(1), pages 1239-1275, March.
    11. Richard Apau & Peter Moores-Pitt & Paul-Francois Muzindutsi, 2021. "Regime-Switching Determinants of Mutual Fund Performance in South Africa," Economies, MDPI, vol. 9(4), pages 1-20, October.
    12. Fei, Tianlun & Liu, Xiaoquan & Wen, Conghua, 2019. "Cross-sectional return dispersion and volatility prediction," Pacific-Basin Finance Journal, Elsevier, vol. 58(C).
    13. Rakowski, David & Yamani, Ehab, 2021. "Endogeneity in the mutual fund flow–performance relationship: An instrumental variables solution," Journal of Empirical Finance, Elsevier, vol. 64(C), pages 247-271.
    14. Li, Mingsheng & Liu, Desheng & Peng, Hongfeng & Zhang, Luxiu, 2020. "Does low synchronicity mean more or less informative prices? Evidence from an emerging market," Journal of Financial Stability, Elsevier, vol. 51(C).
    15. Zia-ur-Rehman Rao & Tanveer Ahsan & Muhammad Zubair Tauni & Muhammad Umar, 2018. "Performance and Persistence in Performance of Actively Managed Chinese Equity Funds," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 16(3), pages 727-747, September.
    16. Michael J O’Neill & Zhangxin (Frank) Liu, 2016. "Tail risk hedging for mutual funds using equity market state prices," Australian Journal of Management, Australian School of Business, vol. 41(4), pages 687-698, November.
    17. Zhangxin (Frank) Liu & Michael J. O'Neill & Tom Smith, 2017. "State-preference pricing and volatility indices," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(3), pages 815-836, September.
    18. Zia-ur-Rehman Rao & Muhammad Zubair Tauni & Tanveer Ahsan & Muhammad Umar, 2020. "Do mutual funds have consistency in their performance?," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 19(2), pages 139-153, May.
    19. Saleh Nawaz Khan & Amna Noor, 2023. "Fund governance and flow performance relationship," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 16(1), pages 1-16, January.
    20. Lu, Shuai & Li, Shouwei, 2023. "Is institutional herding efficient? Evidence from an investment efficiency and informational network perspective," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
    21. Chen, Rongda & Xu, Guorui & Xu, Feng & Jin, Chenglu & Yu, Jingjing, 2022. "A clientele effect in online lending markets: Evidence from the comovement between investor sentiment and online lending rates," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 76(C).
    22. Michael O'Neill & Gulasekaran Rajaguru, 2020. "A response surface analysis of critical values for the lead‐lag ratio with application to high frequency and non‐synchronous financial data," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3979-3990, December.
    23. Michael J. O'Neill & Zhangxin Liu & Tom Smith, 2017. "Fund Volatility Index using equity market state prices," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(3), pages 837-853, September.
    24. Wang, Yang & Ashton, John K. & Jaafar, Aziz, 2019. "Does mutual fund investment influence accounting fraud?," Emerging Markets Review, Elsevier, vol. 38(C), pages 142-158.

    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. Jennifer Huang & Kelsey D. Wei & Hong Yan, 2022. "Investor learning and mutual fund flows," Financial Management, Financial Management Association International, vol. 51(3), pages 739-765, September.
    2. Ainulashikin Marzuki & Andrew C. Worthington, 2011. "Comparative fund flows for Malaysian Islamic and conventional domestic managed equity funds," Discussion Papers in Finance finance:201118, Griffith University, Department of Accounting, Finance and Economics.
    3. Shinozawa, Yoshikatsu & Vivian, Andrew, 2015. "Determinants of money flows into investment trusts in Japan," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 37(C), pages 138-161.
    4. Clemens Sialm & T. Mandy Tham, 2016. "Spillover Effects in Mutual Fund Companies," Management Science, INFORMS, vol. 62(5), pages 1472-1486, May.
    5. Rakowski, David & Yamani, Ehab, 2021. "Endogeneity in the mutual fund flow–performance relationship: An instrumental variables solution," Journal of Empirical Finance, Elsevier, vol. 64(C), pages 247-271.
    6. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2016. "A review of behavioural and management effects in mutual fund performance," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 162-176.
    7. Carmen Pilar Martí Ballester, 2014. "Determinants of equity pension plan flows," Estudios de Economia, University of Chile, Department of Economics, vol. 41(1 Year 20), pages 125-148, June.
    8. Casavecchia, Lorenzo, 2016. "Fund managers' herding and the sensitivity of fund flows to past performance," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 205-221.
    9. María Isabel Cambón Murcia & Ramiro Losada, 2013. "Evidence from purchases and redemptions in the Spanish equity fund market," CNMV Working Papers CNMV Working Papers no 56, CNMV- Spanish Securities Markets Commission - Research and Statistics Department.
    10. Stefan Ruenzi, 2005. "Mutual Fund Growth in Standard and Specialist Market Segments," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 19(2), pages 153-167, August.
    11. Martí Ballester, Carmen Pilar, 2013. "Determinants of equity pension plan flows," Economics Discussion Papers 2013-15, Kiel Institute for the World Economy (IfW Kiel).
    12. Wang, Cheng & Han, Jing, 2023. "Prospect theory and mutual fund flows: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    13. Casavecchia, Lorenzo & Tiwari, Ashish, 2016. "Cross trading by investment advisers: Implications for mutual fund performance," Journal of Financial Intermediation, Elsevier, vol. 25(C), pages 99-130.
    14. Florian Röder & Andreas Walter, 2019. "What Drives Investment Flows Into Social Trading Portfolios?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 42(2), pages 383-411, July.
    15. Nanda, Vikram K. & Wang, Z. Jay & Zheng, Lu, 2009. "The ABCs of mutual funds: On the introduction of multiple share classes," Journal of Financial Intermediation, Elsevier, vol. 18(3), pages 329-361, July.
    16. Manuel Ammann & Christopher Bauer & Sebastian Fischer & Philipp Müller, 2019. "The impact of the Morningstar Sustainability Rating on mutual fund flows," European Financial Management, European Financial Management Association, vol. 25(3), pages 520-553, June.
    17. Anthony Tay & Jacques Olivier, 2008. "Time-Varying Incentives in the Mutual Fund Industry," Working Papers 10-2008, Singapore Management University, School of Economics, revised Jun 2008.
    18. Kaniel, Ron & Starks, Laura T & Gallaher, Steven, 2015. "Advertising and Mutual Funds: From Families to Individual Funds," CEPR Discussion Papers 10329, C.E.P.R. Discussion Papers.
    19. Ramiro Losada, 2022. "La información pública periódica de los fondos de inversión: como influyen en las decisiones de los inversores," CNMV Documentos de Trabajo CNMV Documentos de Trabaj, CNMV- Comisión Nacional del Mercado de Valores - Departamento de Estudios y Estadísticas.
    20. Alexander Kempf & Stefan Ruenzi, 2008. "Family Matters: Rankings Within Fund Families and Fund Inflows," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(1‐2), pages 177-199, January.

    More about this item

    Keywords

    Chinese mutual funds; Flow–performance relationship; Asymmetric relationship; Disposition effect; House money effect; Star effect; Cognitive dissonance; Attribution bias; Overconfidence; Smart money effect; Investor clientele;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    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:pacfin:v:29:y:2014:i:c:p:310-334. 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/pacfin .

    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.