IDEAS home Printed from https://ideas.repec.org/a/eee/intfin/v57y2018icp231-247.html
   My bibliography  Save this article

Determinants of equity mutual fund flows – Evidence from the fund flow dynamics between Hong Kong and global markets

Author

Listed:
  • Fong, Tom Pak Wing
  • Sze, Angela Kin Wan
  • Ho, Edmund Ho Cheung

Abstract

This paper identifies major determinants of equity mutual fund flows, which is essential for financial regulators and investors to understand potential sources of instability in domestic financial markets. Using a novel dataset of individual fund data and a fixed-effect quantile panel data regression, we find that fund flows to global equities outweigh other fund-specific factors, suggesting that, other things being equal, mutual funds’ portfolio rebalancing could strongly determine the direction and magnitude of mutual fund flows. Moreover, there are signs that the return-chasing behaviours of fund managers and investors amplify fund flows’ volatility in times of financial turbulence, resulting in a much stronger redemption of equity funds during market downturns. These findings underscore the importance of portfolio diversification and hedging strategies for fund managers and investors of mutual funds to avoid international financial contagion. They also draw an implication for introducing relevant macro-prudential tools to the asset management sector in Hong Kong to maintain financial stability.

Suggested Citation

  • Fong, Tom Pak Wing & Sze, Angela Kin Wan & Ho, Edmund Ho Cheung, 2018. "Determinants of equity mutual fund flows – Evidence from the fund flow dynamics between Hong Kong and global markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 231-247.
  • Handle: RePEc:eee:intfin:v:57:y:2018:i:c:p:231-247
    DOI: 10.1016/j.intfin.2018.09.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1042443117305152
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.intfin.2018.09.001?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. Raddatz, Claudio & Schmukler, Sergio L., 2012. "On the international transmission of shocks: Micro-evidence from mutual fund portfolios," Journal of International Economics, Elsevier, vol. 88(2), pages 357-374.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Chuhan, Punam & Claessens, Stijn & Mamingi, Nlandu, 1998. "Equity and bond flows to Latin America and Asia: the role of global and country factors," Journal of Development Economics, Elsevier, vol. 55(2), pages 439-463, April.
    4. Graciela L. Kaminsky & Carmen M. Reinhart & Carlos A. Végh, 2005. "When It Rains, It Pours: Procyclical Capital Flows and Macroeconomic Policies," NBER Chapters, in: NBER Macroeconomics Annual 2004, Volume 19, pages 11-82, National Bureau of Economic Research, Inc.
    5. Suxiao Li & Jakob de Haan & Bert Scholtens & Haizhen Yang, 2015. "Are international fund flows pro- or counter-cyclical?," Applied Economics Letters, Taylor & Francis Journals, vol. 22(5), pages 378-384, March.
    6. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    7. Harald Hau & Hélène Rey, 2004. "Can Portfolio Rebalancing Explain the Dynamics of Equity Returns, Equity Flows, and Exchange Rates?," American Economic Review, American Economic Association, vol. 94(2), pages 126-133, May.
    8. 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.
    9. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    10. Travis Sapp & Ashish Tiwari, 2004. "Does Stock Return Momentum Explain the "Smart Money" Effect?," Journal of Finance, American Finance Association, vol. 59(6), pages 2605-2622, December.
    11. 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.
    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. Richard W. Sias, 2004. "Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    14. Kim, Yoonbai, 2000. "Causes of capital flows in developing countries," Journal of International Money and Finance, Elsevier, vol. 19(2), pages 235-253, April.
    15. Morris, Stephen & Shim, Ilhyock & Shin, Hyun Song, 2017. "Redemption risk and cash hoarding by asset managers," Journal of Monetary Economics, Elsevier, vol. 89(C), pages 71-87.
    16. 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.
    17. Puy, Damien, 2016. "Mutual funds flows and the geography of contagion," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 73-93.
    18. David Powell & Joachim Wagner, 2021. "The Exporter Productivity Premium Along the Productivity Distribution: Evidence from Quantile Regression with Nonadditive Firm Fixed Effects," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 9, pages 121-149, World Scientific Publishing Co. Pte. Ltd..
    19. Miguel A. Ferreira & Aneel Keswani & António F. Miguel & Sofia B. Ramos, 2013. "The Determinants of Mutual Fund Performance: A Cross-Country Study," Review of Finance, European Finance Association, vol. 17(2), pages 483-525.
    20. Hau, Harald & Lai, Sandy, 2016. "Asset allocation and monetary policy: Evidence from the eurozone," Journal of Financial Economics, Elsevier, vol. 120(2), pages 309-329.
    21. Jank, Stephan, 2012. "Mutual fund flows, expected returns, and the real economy," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3060-3070.
    22. John M. Griffin & Federico Nardari & René M. Stulz, 2004. "Are Daily Cross-Border Equity Flows Pushed or Pulled?," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 641-657, August.
    23. 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.
    24. 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.
    25. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    26. Brandao-Marques, Luis & Gelos, Gaston & Ichiue, Hibiki & Oura, Hiroko, 2022. "Changes in the global investor base and the stability of portfolio flows to emerging markets," Journal of Banking & Finance, Elsevier, vol. 144(C).
    27. Ajay Khorana & Henri Servaes & Peter Tufano, 2009. "Mutual Fund Fees Around the World," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1279-1310.
    28. 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.
    29. Kang, Hyunju & Suh, Hyunduk, 2015. "Reverse spillover: Evidence during emerging market financial turmoil in 2013–2014," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 38(C), pages 97-115.
    30. Tsai, Pei-Jung, 2010. "Country funds and the role of international equity flows in pricing and in premiums and discounts," Global Finance Journal, Elsevier, vol. 21(1), pages 43-70.
    31. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    32. Hansen, Lars Peter & Heaton, John & Yaron, Amir, 1996. "Finite-Sample Properties of Some Alternative GMM Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 262-280, July.
    33. Juliana Nascimento & Warren Powell, 2010. "Dynamic Programming Models and Algorithms for the Mutual Fund Cash Balance Problem," Management Science, INFORMS, vol. 56(5), pages 801-815, May.
    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. Zhang, Wei & Li, Yi, 2021. "Do visiting monks give better sermons? An analysis of the foreign experience of Chinese fund managers," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    2. Charles Shaw, 2022. "Portfolio Diversification Revisited," Papers 2204.13398, arXiv.org.
    3. Fong, Tom Pak Wing & Sze, Angela Kin Wan & Ho, Edmund Ho Cheung, 2022. "Do long-term institutional investors contribute to financial stability? – Evidence from equity investment in Hong Kong and international markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    4. Milan Szabo, 2022. "Meeting Investor Outflows in Czech Bond and Equity Funds: Horizontal or Vertical?," Working Papers 2022/6, Czech National Bank.
    5. Azra Zaimovic & Adna Omanovic & Almira Arnaut-Berilo, 2021. "How Many Stocks Are Sufficient for Equity Portfolio Diversification? A Review of the Literature," JRFM, MDPI, vol. 14(11), pages 1-30, November.
    6. Milan Szabo, 2022. "Meeting investor outflows in Czech bond and equity funds: horizontal or vertical?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(4), pages 1123-1151, November.
    7. 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.

    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. Fong, Tom Pak Wing & Sze, Angela Kin Wan & Ho, Edmund Ho Cheung, 2022. "Do long-term institutional investors contribute to financial stability? – Evidence from equity investment in Hong Kong and international markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    2. Cenedese, Gino & Elard, Ilaf, 2021. "Unconventional monetary policy and the portfolio choice of international mutual funds," Journal of International Money and Finance, Elsevier, vol. 115(C).
    3. Puy, Damien, 2016. "Mutual funds flows and the geography of contagion," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 73-93.
    4. 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.
    5. Duran, Hasan Engin & Ferreira-Lopes, Alexandra, 2022. "The Revival Of The Feldstein-Horioka Puzzle And Moderation Of Capital Flows After The Global Financial Crisis (2008/09)," Research in International Business and Finance, Elsevier, vol. 60(C).
    6. Brandao-Marques, Luis & Gelos, Gaston & Ichiue, Hibiki & Oura, Hiroko, 2022. "Changes in the global investor base and the stability of portfolio flows to emerging markets," Journal of Banking & Finance, Elsevier, vol. 144(C).
    7. Cerutti, Eugenio & Claessens, Stijn & Puy, Damien, 2019. "Push factors and capital flows to emerging markets: why knowing your lender matters more than fundamentals," Journal of International Economics, Elsevier, vol. 119(C), pages 133-149.
    8. Karolyi, G. Andrew & McLaren, Kirsty J., 2017. "Racing to the exits: International transmissions of funding shocks during the Federal Reserve's taper experiment," Emerging Markets Review, Elsevier, vol. 32(C), pages 96-115.
    9. Damien PUY, 2013. "Institutional Investors Flows and the Geography of Contagion," Economics Working Papers ECO2013/06, European University Institute.
    10. 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.
    11. Ferriani, Fabrizio, 2021. "From taper tantrum to Covid-19: Portfolio flows to emerging markets in periods of stress," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
    12. Eugenio Cerutti & Stijn Claessens & Andrew K. Rose, 2019. "How Important is the Global Financial Cycle? Evidence from Capital Flows," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(1), pages 24-60, March.
    13. Hardik A. Marfatia, 2016. "The Role of Push and Pull Factors in Driving Global Capital Flows," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 62(2), pages 117-146.
    14. 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.
    15. Ülkü, Numan & Weber, Enzo, 2013. "Identifying the interaction between stock market returns and trading flows of investor types: Looking into the day using daily data," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2733-2749.
    16. 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.
    17. Kim, Kyungkeun & Lee, Dongwon, 2020. "Equity market integration and portfolio rebalancing," Journal of Banking & Finance, Elsevier, vol. 113(C).
    18. Fong, Tom Pak Wing & Sze, Angela Kin Wan & Ho, Edmund Ho Cheung, 2021. "Assessing cross-border interconnectedness between shadow banking systems," Journal of International Money and Finance, Elsevier, vol. 110(C).
    19. Yoshihiko Hogen & Yoshiyasu Koide & Yuji Shinozaki, 2022. "Rise of NBFIs and the Global Structural Change in the Transmission of Market Shocks," Bank of Japan Working Paper Series 22-E-14, Bank of Japan.
    20. Lepers, Etienne & Mercado, Rogelio, 2021. "Sectoral capital flows: Covariates, co-movements, and controls," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).

    More about this item

    Keywords

    Mutual funds; Portfolio rebalancing; Panel data; Quantile regression; Time series analysis;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    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:57:y:2018:i:c:p:231-247. 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.