IDEAS home Printed from https://ideas.repec.org/p/boi/wpaper/2023.06.html
   My bibliography  Save this paper

Drivers of Flows-Performance Sensitivity in Mutual Funds

Author

Listed:
  • Noam Ben-Ze'ev

    (Bank of Israel)

Abstract

This paper examines the relationship between mutual fund performance and fund flows in Israel. Israel has a unique setting: Bonds are traded on a limit order book exchange, resulting in high liquidity. Using proprietary daily fund level data, I find a convex performance-flows relationship, meaning investors are more sensitive to good performance than to bad performance, in all three market segments of actively managed funds: government bonds, corporate bonds, and equity. This indicates that the first mover's advantage documented in US corporate bond mutual funds as a source of market fragility, which drives a concave performance-flows relationship, does not exist in Israel, and perhaps more generally in exchanges with a limit order book. I find that flows to passive funds are at minimum 40% less sensitive to performance in comparison to active funds, indicating that passive investments might have a moderating effect at times of financial stress, as flows to them are less procyclical than to active funds.

Suggested Citation

  • Noam Ben-Ze'ev, 2023. "Drivers of Flows-Performance Sensitivity in Mutual Funds," Bank of Israel Working Papers 2023.06, Bank of Israel.
  • Handle: RePEc:boi:wpaper:2023.06
    as

    Download full text from publisher

    File URL: https://boiwebrepec.azurefd.net/RePEc/boi/wpaper/WP_2023.06.pdf
    File Function: First Version, 2023
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Itzhak Ben-David & Francesco A. Franzoni & Rabih Moussawi, 2016. "Exchange Traded Funds (ETFs)," Swiss Finance Institute Research Paper Series 16-64, Swiss Finance Institute.
    2. Valentin Haddad & Alan Moreira & Tyler Muir, 2021. "When Selling Becomes Viral: Disruptions in Debt Markets in the COVID-19 Crisis and the Fed’s Response [Funding value adjustments]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5309-5351.
    3. 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.
    4. repec:eme:mfppss:mf-01-2022-0003 is not listed on IDEAS
    5. Yiming Ma & Kairong Xiao & Yao Zeng, 2022. "Mutual Fund Liquidity Transformation and Reverse Flight to Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 35(10), pages 4674-4711.
    6. 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.
    7. Itzhak Ben-David & Jiacui Li & Andrea Rossi & Yang Song, 2022. "What Do Mutual Fund Investors Really Care About?," The Review of Financial Studies, Society for Financial Studies, vol. 35(4), pages 1723-1774.
    8. 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.
    9. 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.
    10. Robin Greenwood & Andrei Shleifer, 2014. "Expectations of Returns and Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 27(3), pages 714-746.
    11. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    12. 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.
    13. Menachem Meni Abudy & Avi Wohl, 2018. "Corporate Bond Trading on a Limit Order Book Exchange," Review of Finance, European Finance Association, vol. 22(4), pages 1413-1440.
    14. Itzhak Ben‐David & Francesco Franzoni & Rabih Moussawi, 2018. "Do ETFs Increase Volatility?," Journal of Finance, American Finance Association, vol. 73(6), pages 2471-2535, December.
    15. Zhi Da & Sophie Shive, 2018. "Exchange traded funds and asset return correlations," European Financial Management, European Financial Management Association, vol. 24(1), pages 136-168, January.
    16. Jiang, Hao & Li, Yi & Sun, Zheng & Wang, Ashley, 2022. "Does mutual fund illiquidity introduce fragility into asset prices? Evidence from the corporate bond market," Journal of Financial Economics, Elsevier, vol. 143(1), pages 277-302.
    17. Brad M. Barber & Xing Huang & Terrance Odean, 2016. "Which Factors Matter to Investors? Evidence from Mutual Fund Flows," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2600-2642.
    18. Berk, Jonathan B. & van Binsbergen, Jules H., 2016. "Assessing asset pricing models using revealed preference," Journal of Financial Economics, Elsevier, vol. 119(1), pages 1-23.
    19. Goldstein, Itay & Jiang, Hao & Ng, David T., 2017. "Investor flows and fragility in corporate bond funds," Journal of Financial Economics, Elsevier, vol. 126(3), pages 592-613.
    20. Mugerman, Yevgeny & Steinberg, Nadav & Wiener, Zvi, 2022. "The exclamation mark of Cain: Risk salience and mutual fund flows," Journal of Banking & Finance, Elsevier, vol. 134(C).
    21. 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.
    22. Chen, Qi & Goldstein, Itay & Jiang, Wei, 2010. "Payoff complementarities and financial fragility: Evidence from mutual fund outflows," Journal of Financial Economics, Elsevier, vol. 97(2), pages 239-262, August.
    23. Andrei Shleifer & Robert Vishny, 2011. "Fire Sales in Finance and Macroeconomics," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 29-48, Winter.
    24. 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.
    25. James J. Choi & Adriana Z. Robertson, 2020. "What Matters to Individual Investors? Evidence from the Horse's Mouth," Journal of Finance, American Finance Association, vol. 75(4), pages 1965-2020, August.
    26. Frazzini, Andrea & Lamont, Owen A., 2008. "Dumb money: Mutual fund flows and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 88(2), pages 299-322, May.
    27. Falato, Antonio & Goldstein, Itay & Hortaçsu, Ali, 2021. "Financial fragility in the COVID-19 crisis: The case of investment funds in corporate bond markets," Journal of Monetary Economics, Elsevier, vol. 123(C), pages 35-52.
    28. Christopher P. Clifford & Jon A. Fulkerson & Bradford D. Jordan, 2014. "What Drives ETF Flows?," The Financial Review, Eastern Finance Association, vol. 49(3), pages 619-642, August.
    29. 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.
    30. Edwin J. Elton & Martin J. Gruber & Jeffrey A. Busse, 2004. "Are Investors Rational? Choices among Index Funds," Journal of Finance, American Finance Association, vol. 59(1), pages 261-288, February.
    31. Ofer Arbaa & Eva Varon & Uri Benzion, 2017. "The Effect of Performance on Israeli Equity Fund Flows," Accounting and Finance Research, Sciedu Press, vol. 6(4), pages 272-272, Novebmer.
    32. Menachem (Meni) Abudy & Moshe Barel & Avi Wohl, 2016. "€Žperformance Of Israeli Mutual Funds: €Žequity And Bond Funds," Israel Economic Review, Bank of Israel, vol. 13(1), pages 1-21.
    33. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    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. Goldstein, Itay & Jiang, Hao & Ng, David T., 2017. "Investor flows and fragility in corporate bond funds," Journal of Financial Economics, Elsevier, vol. 126(3), pages 592-613.
    2. Clemens Sialm & T. Mandy Tham, 2016. "Spillover Effects in Mutual Fund Companies," Management Science, INFORMS, vol. 62(5), pages 1472-1486, May.
    3. Mugerman, Yevgeny & Steinberg, Nadav & Wiener, Zvi, 2022. "The exclamation mark of Cain: Risk salience and mutual fund flows," Journal of Banking & Finance, Elsevier, vol. 134(C).
    4. Jannic Cutura & Gianpaolo Parise & Andreas Schrimpf, 2020. "Debt De-risking," BIS Working Papers 868, Bank for International Settlements.
    5. Kang-Soek Lee, 2020. "Macroprudential stress testing: A proposal for the Luxembourg investment fund sector," BCL working papers 141, Central Bank of Luxembourg.
    6. 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.
    7. 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.
    8. Lesmeister, Simon & Limbach, Peter & Rau, P. Raghavendra & Sonnenburg, Florian, 2022. "Indexing and the performance-flow relation of actively managed mutual funds," CFR Working Papers 22-02, University of Cologne, Centre for Financial Research (CFR).
    9. Christopher P. Clifford & Jon A. Fulkerson & Russell Jame & Bradford D. Jordan, 2021. "Salience and Mutual Fund Investor Demand for Idiosyncratic Volatility," Management Science, INFORMS, vol. 67(8), pages 5234-5254, August.
    10. Teodor Dyakov & Marno Verbeek, 2019. "Can Mutual Fund Investors Distinguish Good from Bad Managers?," International Review of Finance, International Review of Finance Ltd., vol. 19(3), pages 505-540, September.
    11. Chang, Xiaochen & Guo, Songlin & Huang, Junkai, 2022. "Kidnapped mutual funds: Irrational preference of naive investors and fund incentive distortion," International Review of Financial Analysis, Elsevier, vol. 83(C).
    12. Yang Song, 2020. "The Mismatch Between Mutual Fund Scale and Skill," Journal of Finance, American Finance Association, vol. 75(5), pages 2555-2589, October.
    13. 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.
    14. Hurlin, Christophe & Iseli, Grégoire & Pérignon, Christophe & Yeung, Stanley, 2019. "The counterparty risk exposure of ETF investors," Journal of Banking & Finance, Elsevier, vol. 102(C), pages 215-230.
    15. Lakshithe Wagalath, 2016. "Feedback effects and endogenous risk in financial markets," Finance, Presses universitaires de Grenoble, vol. 37(2), pages 39-74.
    16. Agarwal, Vikas & Jiang, Lei & Wen, Quan, 2020. "Why do mutual funds hold lottery stocks?," CFR Working Papers 20-08, University of Cologne, Centre for Financial Research (CFR).
    17. Dekker, Lennart & Molestina Vivar, Luis & Wedow, Michael & Weistroffer, Christian, 2023. "Liquidity buffers and open-end investment funds: containing outflows and reducing fire sales," Working Paper Series 2825, European Central Bank.
    18. Yong Chen & Nan Qin, 2017. "The Behavior of Investor Flows in Corporate Bond Mutual Funds," Management Science, INFORMS, vol. 63(5), pages 1365-1384, May.
    19. 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.
    20. Molestina Vivar, Luis & Wedow, Michael & Weistroffer, Christian, 2023. "Burned by leverage? Flows and fragility in bond mutual funds," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 354-380.

    More about this item

    Keywords

    Financial fragility; liquidity; bond funds; mutual fund flows; passive investment; index tracking funds;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:boi:wpaper:2023.06. 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: Yossi Yakhin (email available below). General contact details of provider: https://edirc.repec.org/data/boigvil.html .

    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.