Is Mutual Fund Flow Related with Fund Performance? An Empirical Study of Regular Plan Mutual Funds in India
DOI:
https://doi.org/10.17010/ijrcm/2021/v8i4/168584Keywords:
Mutual Funds
, Fund-Flow, Fund Performance, Expense Ratio, Regular Plan.JEL Classification
, D14, G23, G11, G28, O16.Paper Submission Date
, May 25, 2021, Paper Sent Back for Revision, July 6, Paper Acceptance Date, November 20, 2021.Abstract
This paper examined the fund flow and fund performance relationship using sample data of 144 Indian open-ended equity and balanced regular mutual funds, consisting of eight different fund categories from April 2014 to March 2018. We observed a significant positive association between fund flow and fund recent past performance through Sirri and Tufano (1998) fractional flow model, piecewise regression, and Fama-MacBeth’s (1973) regression. The results reported that retail investors were sensitive towards the fund’s recent past performance and it indicated the relative sophistication in the Indian mutual fund industry. The findings, as supported by the negative and significant coefficients of all panels, suggested that retail investors preferred investing in less risky funds. The study provided insights into the investment behavior, too, in terms of fund flow and their relationship with funds’ recent performance, risk, expense ratio, fund category flow, fund’s age, asset management company’s age, and the experience of the fund manager. This is a pioneering work that estimated the regular plan fund flow-performance relationship post regulatory reforms, such as the introduction of direct plans, the extra commission allowed to beyond the top 15 cities (B15 cities) distributors, introduced by the Securities and Exchange Board of India.Downloads
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Aasheim, L. K., Miguel, A. F., & Ramos, S. B. (2021). Star rating, fund flows and performance predictability: Evidence from Norway. Financial Markets and Portfolio Management. Advance online publication. https://doi.org/10.1007/s11408-021-00390-8
Agarwal, V., Daniel, N. D., & Naik, N. Y. (2004, September 17-18). Flows, performance, and managerial incentives in hedge funds. Conference Paper presented at FDIC: Center for Financial Research - Fall 2004 Research Conference. https://www.fdic.gov/analysis/cfr/bank-research-conference/annual-4th/2004-05-agarwal.pdf
Akbas, F., & Genc, E. (2020). Do mutual fund investors overweight the probability of extreme payoffs in the return distribution? Journal of Financial and Quantitative Analysis, 55(1), 223–261. https://doi.org/10.1017/S0022109018001345
AMFI. (2018). Mutual fund data. https://www.amfiindia.com/indian-mutual
Anagol, S., Marisetty, V., Sane, R., & Venugopal, B. (2017). On the impact of regulating commissions: Evidence from the Indian mutual funds market. The World Bank Economic Review, 31(1), 241–270. http://dx.doi.org/10.21511/imfi.18(1).2021.20
Apau, R., Muzindutsi, P.-F., & Moores-Pitt, P. (2021). Mutual fund flow-performance dynamics under different market conditions in South Africa. Investment Management and Financial Innovations, 18(1), 236–249. http://dx.doi.org/10.21511/imfi.18(1).2021.20
Arbaa, O., Varon, E., & Benzion, U. (2017). The effect of performance on Israeli equity fund flows. Accounting and Finance Research, 6(4), 272–284. https://doi.org/10.5430/afr.v6n4p272
Bailey, W., Kumar, A., & Ng, D. (2011). Behavioral biases of mutual fund investors. Journal of Financial Economics, 102(1), 1–27. https://doi.org/10.1016/j.jfineco.2011.05.002
Barber, B. M., Odean, T., & Zheng, L. (2005). Out of sight, out of mind: The effects of expenses on mutual fund flows. The Journal of Business, 78(6), 2095–2120. https://doi.org/10.1086/497042.
Bellando, R., & Tran-Dieu, L. (2011). The relationship between net inflows and fund performance: A study applied to the case of French equity UCITS. Economic Review, 62(2), 255–275. https://doi.org/10.3917/reco.622.0255
Berggrun, L., & Lizarzaburu, E. (2015). Fund flows and performance in Brazil. Journal of Business Research, 68(2), 199–207. https://doi.org/10.1016/j.jbusres.2014.09.028
Bergstresser, D., Chalmers, J. M., & Tufano, P. (2009). Assessing the costs and benefits of brokers in the mutual fund industry. The Review of Financial Studies, 22(10), 4129–4156. https://doi.org/10.1093/rfs/hhp022
Berk, J. B., & Green, R. C. (2004). Mutual fund flows and performance in rational markets. Journal of Political Economy, 112(6), 1269–1295. https://doi.org/10.1086/424739
Berkowitz, M. K., & Kotowitz, Y. (2002). Managerial quality and the structure of management expenses in the US mutual fund industry. International Review of Economics & Finance, 11(3), 315–330. https://doi.org/10.1016/S1059-0560(02)00099-0
Bers, M. K., & Madura, J. (2000). The performance persistence of closed - end funds. Financial Review, 35(3), 33 – 52. https://doi.org/10.1111/j.1540-6288.2000.tb01420.x
Chevalier, J., & Ellison, G. (1997). Risk taking by mutual funds as a response to incentives. Journal of Political Economy, 105(6), 1167–1200. https://doi.org/10.1086/516389
Christoffersen, S. E., Evans, R., & Musto, D. K. (2013). What do consumers’ fund flows maximize? Evidence from their brokers’ incentives. The Journal of Finance, 68(1), 201–235. https://doi.org/10.1111/j.1540-6261.2012.01798.x
Coval, J., & Stafford, E. (2007). Asset fire sales (and purchases) in equity markets. Journal of Financial Economics, 86(2), 479–512. https://doi.org/10.1016/j.jfineco.2006.09.007
Dahlquist, M., Engström, S., & Söderlind, P. (2000). Performance and characteristics of Swedish mutual funds. Journal of Financial and Quantitative Analysis, 35(3), 409–423. https://doi.org/10.2307/2676211
De, S., & Ghosh, K. D. (2019). Mutual fund & foreign institutional investors : Pre & post crisis dynamics. Indian Journal of Research in Capital Markets, 6(2), 7–19. https://doi.org/10.17010/ijrcm/2019/v6/i2/146591
Elton, E. J., Gruber, M. J., & Blake, C. R. (1996). Survivor bias and mutual fund performance. The Review of Financial Studies, 9(4), 1097–1120. https://doi.org/10.1093/rfs/9.4.1097
Fama, E. F., & MacBeth, J. D. (1973). Risk, return, and equilibrium: Empirical tests. Journal of Political Economy, 81(3), 607– 636. https://doi.org/10.1086/260061
Fant, L. F., & O’Neal, E. S. (2000). Temporal changes in the determinants of mutual fund flows. Journal of Financial Research, 23(3), 353–371. https://doi.org/10.1111/j.1475-6803.2000.tb00747.x
Ferreira, M. A., Keswani, A., Miguel, A. F., & Ramos, S. B. (2012). The flow-performance relationship around the world. Journal of Banking & Finance, 36(6), 1759–1780. https://doi.org/10.1016/j.jbankfin.2012.01.019
Filip, A. M., & Pochea, M. M. (2015). Romanian mutual funds flows-performance relationship. Procedia Economics and Finance, 32, 1377–1383. https://doi.org/10.1016/S2212-5671(15)01514-2
Gabriel, T. F., Nicolescu, L., & Lupu, R. (2015). Evolution of mutual funds in Romania: Performance and risks. Romanian Journal of Economic Forecasting, 18(4), 180–197. http://www.ipe.ro/rjef/rjef4_15/rjef4_2015p180-197.pdf
Goetzmann, W. N., & Peles, N. (1997). Cognitive dissonance and mutual fund investors. Journal of Financial Research, 20(2), 145–158. https://doi.org/10.1111/j.1475-6803.1997.tb00241.x
Gowri, M., & Deo, M. (2016). Performance evaluation of equity oriented growth and dividend funds of mutual funds in India : An application of risk – adjusted theoretical parameters. Indian Journal of Finance, 10(8), 43–54. https://doi.org/10.17010/ijf/2016/v10i8/99319
Guercio, D. D., & Tkac, P. A. (2002). The determinants of the flow of funds of managed portfolios: Mutual funds vs. pension funds. Journal of Financial and Quantitative Analysis, 37(4), 523–557. https://doi.org/10.2307/3595011
Guercio, D. D., & Tkac, P. A. (2008). Star power: The effect of Morningstar Ratings on mutual fund flow. The Journal of Financial and Quantitative Analysis, 43(4), 907–936. https://www.jstor.org/stable/27647379
Hackethal, A., Inderst, R., & Meyer, S. (2010).Trading on advice (Discussion Paper No. DP8091). Centre for Economic Policy Research. https://www.researchgate.net/publication/228203402_Trading_on_Advice
Hortaçsu, A., & Syverson, C. (2004). Product differentiation, search costs, and competition in the mutual fund industry: A case study of S&P 500 index funds. The Quarterly Journal of Economics, 119(2), 403 – 456. https://doi.org/10.1162/0033553041382184
Hua, Y., & Huang, Y. (2012). Empirical study on flow-performance relationship of Norwegian mutual funds: Retail investor versus institutional investor (Master’s thesis). BI Norwegian Business School. http://hdl.handle.net/11250/94847
Huang, J., Wei, K. D., & Yan H. (2007). Participation costs and the sensitivity of fund flows to past performance. Journal of Finance 62(3), 1273–1311. https://doi.org/10.1111/j.1540-6261.2007.01236.x
Ippolito, R. A. (1992). Consumer reaction to measures of poor quality: Evidence from the mutual fund industry. The Journal of Law and Economics, 35(1), 45–70. https://doi.org/10.1086/467244
Khorana, A., Servaes, H., & Tufano, P. (2009). Mutual fund fees around the world. The Review of Financial Studies, 22(3), 1279–1310. https://doi.org/10.1093/rfs/hhn042
Klapper, L., Sulla, V., & Vittas, D. (2004). The development of mutual funds around the world. Emerging Markets Review, 5(1), 1–38. https://doi.org/10.1016/j.ememar.2003.12.001
Marisetty, V. B., & Venugopal, B. G. (2010). Are mutual funds sold or bought? Evidence from the Indian mutual funds market. https://ifrogs.org/PDF/EMF2010/MarisettyVenugopal2010.pdf
Naik, P. K., & Padhi, P. (2015). An empirical evidence of dynamic interaction between institutional fund flows and stock market returns in India. Indian Journal of Finance, 9(4), 21–32. https://doi.org/10.17010/ijf/2015/v9i4/71455
Nenninger, S. A. (2009). Three perspectives of mutual fund performance: The individual investor, the finance professional, and the board of directors (Doctoral dissertation). Southern Illinois University Carbondale. https://opensiuc.lib.siu.edu/dissertations/72/
Patel, J., Hendricks, D., & Zeckhauser, R. (1994). Investment flows and performance: Evidence from mutual funds, cross-border investments, and new issues. In R. Sato, R. M. Levich, & R. Ramachandran (eds.), Japan, Europe and the international financial markets: Analytical and empirical perspectives (pp. 51–72). Cambridge University Press. https://scholar.harvard.edu/rzeckhauser/publications/investment-flows-and-performance-evidence-mutual-funds-cross-border
Petersen, M. A. (2009). Estimating standard errors in finance panel data sets: Comparing approaches. The Review of Financial Studies, 22(1), 435–480. https://doi.org/10.1093/rfs/hhn053
Rehmani, A. (2018). Performance evaluation of select mutual funds: A public-private comparison. Indian Journal of Finance, 12(9), 41–55. https://doi.org/10.17010/ijf/2018/v12i9/131563
Reserve Bank of India. (2018). Recent developments in India’s mutual fund industry. https://www.rbi.org.in/scripts/BS_ViewBulletin.aspx?Id=17819
Sawicki, J. (2001). Investors’ differential response to managed fund performance. Journal of Financial Research, 24(3), 367–384. https://doi.org/10.1111/j.1475-6803.2001.tb00775.x
Seal, J. K., & Paul, A. (2019). Does direct-sold funds provide a sizeable edge to investors? Evidences from selected mutual funds in India. Cogent Economics & Finance, 7(1). Article Number 1612573. https://doi.org/10.1080/23322039.2019.1612573
SEBI. (2012, September 13). Circular no. CIR/IMD/DF/21/2012. https://www.sebi.gov.in/sebi_data/attachdocs/1347547815927.pdf
Shrider, D. G. (2009). Running from a bear: How poor stock market performance affects the determinants of mutual fund flows. Journal of Business Finance & Accounting, 36(7–8), 987–1006. https://doi.org/10.1111/j.1468-5957.2009.02149.x
Sinha, R., & Jog, V. (2007). Fund flows and performance. Canadian Investment Review, 20(1), 28–37. http://centerforpbbefr.rutgers.edu/2005/Paper%202005/PBFEA85.pdf
Sirri, E. R., & Tufano, P. (1998). Costly search and mutual fund flows. The Journal of Finance, 53(5), 1589–1622. https://doi.org/10.1111/0022-1082.00066
Smith, S. P. (2010). Greater mutual fund transparency in India: Enhanced disclosure protection for India’s mutual fund unitholders in a time of market volatility. Vanderbilt Journal of Transnational Law, 43(1), 151–189. https://scholarship.law.vanderbilt.edu/cgi/viewcontent.cgi?article=1345&context=vjtl
Spiegel, M., & Zhang, H. (2013). Mutual fund risk and market share-adjusted fund flows. Journal of Financial Economics 108(2), 506–528. https://doi.org/10.1016/j.jfineco.2012.05.018
Volkman, D. A., & Wohar, M. E. (1995). Determinants of persistence in relative performance of mutual funds. Journal of Financial Research, 18(4), 415–430. https://doi.org/10.1111/j.1475-6803.1995.tb00575.x
Yadav, V., & Covachev, S. (2017, June 28-July 1). On the relation between flows and performance in the mutual fund industry. Paper presented at 26th Annual Meeting, European Financial Management Association, Greece. https://efmaefm.org/0EFMAMEETINGS/EFMA%20ANNUAL%20MEETINGS/2017-Athens/papers/EFMA2017_0262_fullpaper.pdf
Zhao, X. (2008). Conflict of interests between load fund investors and brokers and financial advisors. https://cn.ceibs.edu/facultyCV/zxinge/conflict.pdf
