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Equity fund flows, market returns, and market risk: evidence from China

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Listed:
  • Fiza Qureshi

    (University of Sindh)

  • Ali M. Kutan

    (Southern Illinois University Edwardsville)

  • Habib Hussain Khan

    (International Islamic University)

  • Saba Qureshi

    (University of Sindh)

Abstract

We examine contemporaneous and dynamic relationship among equity fund flows, market returns, and market risk in China by applying structural vector autoregression (SVAR) and reduced-form VAR models using monthly and quarterly data over the period of 2005–2016. Results from the reduced-form VAR suggest that equity funds can play important role in reducing market risk by actively participating in the equity market. Moreover, adverse market conditions can cause equity funds to refrain from active participation in trading activities. The results from the structural VAR show that market risk and stock returns are contemporaneously related to fund flows, suggesting that concurrent relationships are important in studying the linkages between aggregate equity fund flows and stock market variables. We also discuss the policy implications of findings in the context of recent downturn in the Chinese stock market.

Suggested Citation

  • Fiza Qureshi & Ali M. Kutan & Habib Hussain Khan & Saba Qureshi, 2019. "Equity fund flows, market returns, and market risk: evidence from China," Risk Management, Palgrave Macmillan, vol. 21(1), pages 48-71, March.
  • Handle: RePEc:pal:risman:v:21:y:2019:i:1:d:10.1057_s41283-018-0042-3
    DOI: 10.1057/s41283-018-0042-3
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    as
    1. Blanchard, Olivier Jean & Quah, Danny, 1989. "The Dynamic Effects of Aggregate Demand and Supply Disturbances," American Economic Review, American Economic Association, vol. 79(4), pages 655-673, September.
    2. Christopher A. Sims, 1986. "Are forecasting models usable for policy analysis?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 10(Win), pages 2-16.
    3. Cao, Charles & Chang, Eric C. & Wang, Ying, 2008. "An empirical analysis of the dynamic relationship between mutual fund flow and market return volatility," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2111-2123, October.
    4. Pan, Lei & Mishra, Vinod, 2018. "Stock market development and economic growth: Empirical evidence from China," Economic Modelling, Elsevier, vol. 68(C), pages 661-673.
    5. Yin-Che Weng & Rui Wang, 2017. "Do Enhanced Index Funds Truly Have Enhanced Performance? Evidence from the Chinese Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(4), pages 819-834, April.
    6. Oh, Natalie Y. & Parwada, Jerry T., 2007. "Relations between mutual fund flows and stock market returns in Korea," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(2), pages 140-151, April.
    7. Yingyu Zhang & Hui Luan & Wei Shao & Yingjun Xu, 2016. "Managerial risk preference and its influencing factors: analysis of large state-owned enterprises management personnel in China," Risk Management, Palgrave Macmillan, vol. 18(2), pages 135-158, August.
    8. Ron Kaniel & Gideon Saar & Sheridan Titman, 2008. "Individual Investor Trading and Stock Returns," Journal of Finance, American Finance Association, vol. 63(1), pages 273-310, February.
    9. Rakowski, David, 2010. "Fund Flow Volatility and Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 223-237, February.
    10. Chotibhak Jotikasthira & Christian Lundblad & Tarun Ramadorai, 2012. "Asset Fire Sales and Purchases and the International Transmission of Funding Shocks," Journal of Finance, American Finance Association, vol. 67(6), pages 2015-2050, December.
    11. Jianhua Gang & Zongxin Qian, 2016. "Risk-Adjusted Performance of Mutual Funds: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(9), pages 2056-2068, September.
    12. Feng, Xunan & Chan, Kam C., 2016. "Information advantage, short sales, and stock returns: Evidence from short selling reform in China," Economic Modelling, Elsevier, vol. 59(C), pages 131-142.
    13. Fang, Chung-Rou & You, Shih-Yi, 2014. "The impact of oil price shocks on the large emerging countries' stock prices: Evidence from China, India and Russia," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 330-338.
    14. 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.
    15. Xue, Wen-Jun & Zhang, Li-Wen, 2017. "Stock return autocorrelations and predictability in the Chinese stock market—Evidence from threshold quantile autoregressive models," Economic Modelling, Elsevier, vol. 60(C), pages 391-401.
    16. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    17. French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987. "Expected stock returns and volatility," Journal of Financial Economics, Elsevier, vol. 19(1), pages 3-29, September.
    18. Fahmida E. Moula & Chi Guotai & Mohammad Zoynul Abedin, 2017. "Credit default prediction modeling: an application of support vector machine," Risk Management, Palgrave Macmillan, vol. 19(2), pages 158-187, May.
    19. Hyung-Suk Choi & Doojin Ryu & Sangik Seok, 2017. "The turn-of-the-year effect in mutual fund flows," Risk Management, Palgrave Macmillan, vol. 19(2), pages 131-157, May.
    20. Narayan, Paresh Kumar & Narayan, Seema & K.P, Prabheesh, 2014. "Stock returns, mutual fund flows and spillover shocks," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 146-162.
    21. 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.
    22. Thomas, Ashok & Spataro, Luca & Mathew, Nanditha, 2014. "Pension funds and stock market volatility: An empirical analysis of OECD countries," Journal of Financial Stability, Elsevier, vol. 11(C), pages 92-103.
    23. Jonathan A. Batten & Xuan Vinh Vo, 2016. "Bank risk shifting and diversification in an emerging market," Risk Management, Palgrave Macmillan, vol. 18(4), pages 217-235, December.
    24. Bekaert, Geert & Wu, Guojun, 2000. "Asymmetric Volatility and Risk in Equity Markets," Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 1-42.
    25. Vidal-García, Javier & Vidal, Marta & Boubaker, Sabri & Uddin, Gazi Salah, 2016. "The short-term persistence of international mutual fund performance," Economic Modelling, Elsevier, vol. 52(PB), pages 926-938.
    26. Geesun Lee & Jinho Jeong, 2016. "An Investigation of Global and Regional Integration of ASEAN Economic Community Stock Market: Dynamic Risk Decomposition Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(9), pages 2069-2086, September.
    27. Friesen, Geoffrey C. & Sapp, Travis R.A., 2007. "Mutual fund flows and investor returns: An empirical examination of fund investor timing ability," Journal of Banking & Finance, Elsevier, vol. 31(9), pages 2796-2816, September.
    28. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    29. Hsin-Hung Chen & Long-Hui Chen, 2017. "An Analysis of the Investment Concentration of Equity Mutual Funds in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(3), pages 511-520, March.
    30. Harris, Lawrence E & Gurel, Eitan, 1986. "Price and Volume Effects Associated with Changes in the S&P 500 List: New Evidence for the Existence of Price Pressures," Journal of Finance, American Finance Association, vol. 41(4), pages 815-829, September.
    31. Antonio Díaz & Gonzalo García-Donato & Andrés Mora-Valencia, 2017. "Risk quantification in turmoil markets," Risk Management, Palgrave Macmillan, vol. 19(3), pages 202-224, August.
    32. Qureshi, Fiza & Kutan, Ali M. & Ismail, Izlin & Gee, Chan Sok, 2017. "Mutual funds and stock market volatility: An empirical analysis of Asian emerging markets," Emerging Markets Review, Elsevier, vol. 31(C), pages 176-192.
    33. Franklin Edwards & Xin Zhang, 1998. "Mutual Funds and Stock and Bond Market Stability," Journal of Financial Services Research, Springer;Western Finance Association, vol. 13(3), pages 257-282, June.
    34. Robert T. Daigler & Marilyn K. Wiley, 1999. "The Impact of Trader Type on the Futures Volatility‐Volume Relation," Journal of Finance, American Finance Association, vol. 54(6), pages 2297-2316, December.
    35. Heung-Joo Cha & Jaebeom Kim, 2010. "Stock returns and aggregate mutual fund flows: a system approach," Applied Financial Economics, Taylor & Francis Journals, vol. 20(19), pages 1493-1498.
    36. Weixian Cai & Jian Chen & Jimin Hong & Fuwei Jiang, 2017. "Forecasting Chinese Stock Market Volatility With Economic Variables," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(3), pages 521-533, March.
    37. Bernanke, Ben S., 1986. "Alternative explanations of the money-income correlation," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 25(1), pages 49-99, January.
    38. Ben-Rephael, Azi & Kandel, Shmuel & Wohl, Avi, 2012. "Measuring investor sentiment with mutual fund flows," Journal of Financial Economics, Elsevier, vol. 104(2), pages 363-382.
    39. Aggarwal, Raj & Rao, Ramesh P, 1990. "Institutional Ownership and Distribution of Equity Returns," The Financial Review, Eastern Finance Association, vol. 25(2), pages 211-229, May.
    40. Lee, Bong-Soo, 1996. "Time-Series Implications of Aggregate Dividend Behavior," Review of Financial Studies, Society for Financial Studies, vol. 9(2), pages 589-618.
    41. Li, Qi & Yang, Jian & Hsiao, Cheng & Chang, Young-Jae, 2005. "The relationship between stock returns and volatility in international stock markets," Journal of Empirical Finance, Elsevier, vol. 12(5), pages 650-665, December.
    42. Qureshi, Fiza & Kutan, Ali M. & Ghafoor, Abdul & Hussain Khan, Habib & Qureshi, Zeeshan, 2019. "Dynamics of mutual funds and stock markets in Asian developing economies," Journal of Asian Economics, Elsevier, vol. 65(C).
    43. Jank, Stephan, 2012. "Mutual fund flows, expected returns, and the real economy," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3060-3070.
    44. Cha, Heung-Joo & Lee, Bong-Soo, 2001. "The Market Demand Curve for Common Stocks: Evidence from Equity Mutual Fund Flows," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(2), pages 195-220, June.
    45. Grier, Paul C & Albin, Peter S, 1973. "Nonrandom Price Changes in Association with Trading in Large Blocks," The Journal of Business, University of Chicago Press, vol. 46(3), pages 425-433, July.
    46. Rakowski, David & Wang, Xiaoxin, 2009. "The dynamics of short-term mutual fund flows and returns: A time-series and cross-sectional investigation," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2102-2109, November.
    47. Patrick J. Dennis & Deon Strickland, 2002. "Who Blinks in Volatile Markets, Individuals or Institutions?," Journal of Finance, American Finance Association, vol. 57(5), pages 1923-1949, October.
    48. Franklin Fant, L., 1999. "Investment behavior of mutual fund shareholders: The evidence from aggregate fund flows," Journal of Financial Markets, Elsevier, vol. 2(4), pages 391-402, November.
    49. Debbie Gruenstein & Paul Kleiman & Eli M. Remolona, 1997. "Market returns and mutual fund flows," Economic Policy Review, Federal Reserve Bank of New York, vol. 3(Jul), pages 33-52.
    50. Liuyong Yang & Weidi Liu, 2017. "Luck Versus Skill: Can Chinese Funds Beat the Market?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(3), pages 629-643, March.
    51. Moore, Tomoe & Wang, Ping, 2014. "Dynamic linkage between real exchange rates and stock prices: Evidence from developed and emerging Asian markets," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 1-11.
    52. 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.
    53. Bang Nam Jeon & Lei Zhu & Dazhi Zheng, 2017. "Exchange rate exposure and financial crises: evidence from emerging Asian markets," Risk Management, Palgrave Macmillan, vol. 19(1), pages 53-71, February.
    54. Jiaming Liu & Chong Wu, 2017. "Dynamic forecasting of financial distress: the hybrid use of incremental bagging and genetic algorithm—empirical study of Chinese listed corporations," Risk Management, Palgrave Macmillan, vol. 19(1), pages 32-52, February.
    55. Peter Fortune, 1998. "Mutual funds, part II: fund flows and security returns," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 3-22.
    56. Merton, Robert C., 1980. "On estimating the expected return on the market : An exploratory investigation," Journal of Financial Economics, Elsevier, vol. 8(4), pages 323-361, December.
    57. Greene, Jason T. & Hodges, Charles W. & Rakowski, David A., 2007. "Daily mutual fund flows and redemption policies," Journal of Banking & Finance, Elsevier, vol. 31(12), pages 3822-3842, December.
    58. Timmy Elenjical & Patrick Mwangi & Barry Panulo & Chun-Sung Huang, 2016. "A comparative cross-regime analysis on the performance of GARCH-based value-at-risk models: Evidence from the Johannesburg stock exchange," Risk Management, Palgrave Macmillan, vol. 18(2), pages 89-110, August.
    59. Lee, Bong Soo & Paek, Miyoun & Ha, Yeonjeong & Ko, Kwangsoo, 2015. "The dynamics of market volatility, market return, and equity fund flow: International evidence," International Review of Economics & Finance, Elsevier, vol. 35(C), pages 214-227.
    60. Ben-Rephael, Azi & Kandel, Shmuel & Wohl, Avi, 2011. "The Price Pressure of Aggregate Mutual Fund Flows," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(2), pages 585-603, April.
    61. Busse, Jeffrey A, 1999. "Volatility Timing in Mutual Funds: Evidence from Daily Returns," Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1009-1041.
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