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Dynamics of mutual funds and stock markets in Asian developing economies

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  • Qureshi, Fiza
  • Kutan, Ali M.
  • Ghafoor, Abdul
  • Hussain Khan, Habib
  • Qureshi, Zeeshan

Abstract

The study examines the relationship among mutual fund flows, stock market returns, and macroeconomic indicators for nine Asian developing economies. Data for the period 2001–2017 encompass more than 9600 equity and bond funds. Monthly frequency is used to analyze the relationship between fund flows and market returns, with quarterly frequency adopted with the incorporation of macroeconomic variables. The study employs a panel vector autoregressive model in the context of generalized method of moments estimation to identify the dynamic relationships. The findings suggest that fund flows respond to past stock market returns, equity fund flows positively so and bond fund flows negatively so. Once macroeconomic variables are controlled for, a reverse causality from fund flows to market returns is not discerned. The study further finds bi-directional causality between fund flows and macroeconomic conditions, which means not only do investors respond to past conditions, they also correctly anticipate future conditions.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:asieco:v:65:y:2019:i:c:s1049007818302896
    DOI: 10.1016/j.asieco.2019.101135
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    as
    1. Laopodis, Nikiforos T., 2009. "Fiscal policy and stock market efficiency: Evidence for the United States," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 633-650, May.
    2. Vincenzo Verardi & Catherine Dehon, 2010. "Multivariate outlier detection in Stata," Stata Journal, StataCorp LP, vol. 10(2), pages 259-266, June.
    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. William N. Goetzmann & Massimo Massa, 2003. "Index Funds and Stock Market Growth," The Journal of Business, University of Chicago Press, vol. 76(1), pages 1-28, January.
    5. Long-Hui Chen & Hsin-Hung Chen, 2017. "Applying a Bootstrap Analysis to Evaluate the Performance of Chinese Mutual Funds," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(4), pages 865-876, April.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Kaul, Gautam, 1987. "Stock returns and inflation : The role of the monetary sector," Journal of Financial Economics, Elsevier, vol. 18(2), pages 253-276, June.
    8. Martin Lettau & Sydney Ludvigson, 2001. "Consumption, Aggregate Wealth, and Expected Stock Returns," Journal of Finance, American Finance Association, vol. 56(3), pages 815-849, June.
    9. Koray, Faik & McMillin, W. Douglas, 1999. "Monetary shocks, the exchange rate, and the trade balance," Journal of International Money and Finance, Elsevier, vol. 18(6), pages 925-940, December.
    10. Cyn-Young Park, 2017. "Developing Local Currency Bond Markets in Asia," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(12), pages 2826-2844, December.
    11. Michael Mosebach & Mohammad Najand, 1999. "Are The Structural Changes In Mutual Funds Investing Driving The U.S. Stock Market To Its Current Levels?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(3), pages 317-329, September.
    12. 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.
    13. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    14. Tony Cavoli & Sasidaran Gopalan, 2017. "Economic and Financial Interconnections and Income Growth Convergence in Asia: A Real-Financial Nexus?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(12), pages 2672-2685, December.
    15. Jank, Stephan, 2012. "Mutual fund flows, expected returns, and the real economy," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3060-3070.
    16. Bekiros, Stelios & Jlassi, Mouna & Lucey, Brian & Naoui, Kamel & Uddin, Gazi Salah, 2017. "Herding behavior, market sentiment and volatility: Will the bubble resume?," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 107-131.
    17. Qureshi, Fiza & Khan, Habib Hussain & Rehman, Ijaz Ur & Ghafoor, Abdul & Qureshi, Saba, 2019. "Mutual fund flows and investors’ expectations in BRICS economies: Implications for international diversification," Economic Systems, Elsevier, vol. 43(1), pages 130-150.
    18. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    19. Barro, Robert J, 1990. "The Stock Market and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 115-131.
    20. 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.
    21. Wang, Chao-Shi & Tang, Hui-Wen & Chen, Roger C.Y., 2017. "Does IPO subscription demand affect investor herd behavior in Taiwan?," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 258-272.
    22. Samira Ben Belgacem & Slaheddine Hellara, 2011. "Predicting Tunisian mutual fund performance using dynamic panel data model," Journal of Risk Finance, Emerald Group Publishing, vol. 12(3), pages 208-225, May.
    23. Fama, Eugene F, 1990. "Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
    24. 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.
    25. Matallín-Sáez, Juan Carlos & Soler-Domínguez, Amparo & Tortosa-Ausina, Emili, 2016. "On the robustness of persistence in mutual fund performance," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 192-231.
    26. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    27. Lee, Kyuseok, 2017. "Herd behavior of the overall market: Evidence based on the cross-sectional comovement of returns," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 266-284.
    28. Park, Kwangwoo & Ratti, Ronald A, 2000. "Real Activity, Inflation, Stock Returns, and Monetary Policy," The Financial Review, Eastern Finance Association, vol. 35(2), pages 59-77, May.
    29. Alexakis, Christos & Dasilas, Apostolos & Grose, Chris, 2013. "Asymmetric dynamic relations between stock prices and mutual fund units in Japan. An application of hidden cointegration technique," International Review of Financial Analysis, Elsevier, vol. 28(C), pages 1-8.
    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. 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.
    32. Chiang, Thomas C. & Chen, Xiaoyu, 2016. "Stock returns and economic fundamentals in an emerging market: An empirical investigation of domestic and global market forces," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 107-120.
    33. Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa O., 2014. "Macroeconomic risk and hedge fund returns," Journal of Financial Economics, Elsevier, vol. 114(1), pages 1-19.
    34. 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.
    35. Ed Edwards & Ajay Samant, 2003. "Investing with a Conscience: An Evaluation of the Risk-Adjusted Performance of Socially Responsible Mutual Funds," American Journal of Business, Emerald Group Publishing, vol. 18(1), pages 51-60.
    36. Chatziantoniou, Ioannis & Duffy, David & Filis, George, 2013. "Stock market response to monetary and fiscal policy shocks: Multi-country evidence," Economic Modelling, Elsevier, vol. 30(C), pages 754-769.
    37. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    38. 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.
    39. repec:bla:jfinan:v:53:y:1998:i:5:p:1589-1622 is not listed on IDEAS
    40. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    41. Klapper, Leora & Sulla, Victor & Vittas, Dimitri, 2004. "The development of mutual funds around the world," Emerging Markets Review, Elsevier, vol. 5(1), pages 1-38, March.
    42. Mathias Binswanger, 2000. "Stock returns and real activity: is there still a connection?," Applied Financial Economics, Taylor & Francis Journals, vol. 10(4), pages 379-387.
    43. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    44. Heimonen, Kari & Junttila, Juha & Kärkkäinen, Samu, 2017. "Stock market and exchange rate information in the Taylor rule: Evidence from OECD countries," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 1-18.
    45. 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.
    46. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    47. Binswanger, Mathias, 2004. "Stock returns and real activity in the G-7 countries: did the relationship change during the 1980s?," The Quarterly Review of Economics and Finance, Elsevier, vol. 44(2), pages 237-252, May.
    48. 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.
    49. Mosebach, Michael & Najand, Mohammad, 1999. "Are the Structural Changes in Mutual Funds Investing Driving the U.S. Stock Market to Its Current Levels?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(3), pages 317-329, Fall.
    50. 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.
    51. Lei Hu & Junying Han & Qiang Zhang, 2018. "The Impact of Monetary and Fiscal Policy Shocks on Stock Markets: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(8), pages 1856-1871, June.
    52. 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.
    53. 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.
    54. Fang, Hao & Shen, Chung-Hua & Lee, Yen-Hsien, 2017. "The dynamic and asymmetric herding behavior of US equity fund managers in the stock market," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 353-369.
    55. 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.
    56. Mark J. Flannery & Aris A. Protopapadakis, 2002. "Macroeconomic Factors Do Influence Aggregate Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 751-782.
    57. Alexakis, Christos & Niarchos, Nikitas & Patra, Theopfano & Poshakwale, Sunil, 2005. "The dynamics between stock returns and mutual fund flows: empirical evidence from the Greek market," International Review of Financial Analysis, Elsevier, vol. 14(5), pages 559-569.
    58. Tsukuda, Yoshihiko & Shimada, Junji & Miyakoshi, Tatsuyoshi, 2017. "Bond market integration in East Asia: Multivariate GARCH with dynamic conditional correlations approach," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 193-213.
    59. 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.
    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. 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.
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