IDEAS home Printed from https://ideas.repec.org/p/bfr/banfra/706.html
   My bibliography  Save this paper

Price effect of mutual fund flows on the corporate bond market. The French case

Author

Listed:
  • Virginie Coudert
  • Dilyara Salakhova

Abstract

We study how investors' withdrawals from mutual funds may affect the French corporate bond market. We use monthly data on flows to the French bond and mixed mutual funds as well as a database on their bond holdings at the bond-level from 2011 to 2017 provided by the Banque of France Statistics Department. Using a large sample of French corporate bonds held by funds, we run panel data regressions at the bond-level to explain their yields by macroeconomic variables, such as the sovereign 10-y rate, the short-term rate, the Vstoxx as well as bond-specific variables, such as the residual maturity, liquidity and the issuer’s probability of default. We also account for the corporate securities purchasing programme (CSPP) implemented by the ECB since June 2016 by adding dummy variables on the eligible bonds. Then we add variables related to inflows/outflows to test for several hypotheses. First, our results show that flows to funds affect the yields of all corporate bonds across the board. Second, this effect is asymmetric since outflows have a greater impact on yields than inflows. Third, the greater the funds’ market share in a specific bond the higher the impact on this bond is. These three results are robust to change in econometric specification. Further estimations suggest that withdrawals may raise liquidity premia and ownership by funds could amplify the response of bond yields to financial stress, although these two latter results are not significant in all econometric specifications.

Suggested Citation

  • Virginie Coudert & Dilyara Salakhova, 2019. "Price effect of mutual fund flows on the corporate bond market. The French case," Working papers 706, Banque de France.
    • Handle: RePEc:bfr:banfra:706
    as

    Download full text from publisher

    File URL: https://publications.banque-france.fr/sites/default/files/medias/documents/doc_de_travail_706_-_20190516_0.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chernenko, Sergey & Sunderam, Adi, 2016. "Liquidity transformation in asset management: Evidence from the cash holdings of mutual funds," ESRB Working Paper Series 23, European Systemic Risk Board.
    2. Hélène Rey, 2016. "International Channels of Transmission of Monetary Policy and the Mundellian Trilemma," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(1), pages 6-35, May.
    3. 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.
    4. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    5. 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.
    6. 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.
    7. Edelen, Roger M., 1999. "Investor flows and the assessed performance of open-end mutual funds," Journal of Financial Economics, Elsevier, vol. 53(3), pages 439-466, September.
    8. Sergey Chernenko & Adi Sunderam, 2016. "Liquidity Transformation in Asset Management: Evidence from the Cash Holdings of Mutual Funds," NBER Working Papers 22391, National Bureau of Economic Research, Inc.
    9. De Santis, Roberto A. & Geis, André & Juskaite, Aiste & Cruz, Lia Vaz, 2018. "The impact of the corporate sector purchase programme on corporate bond markets and the financing of euro area non-financial corporations," Economic Bulletin Articles, European Central Bank, vol. 3.
    10. Abidi, Nordine & Miquel-Flores, Ixart, 2018. "Who benefits from the corporate QE? A regression discontinuity design approach," Working Paper Series 2145, European Central Bank.
    11. 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.
    12. Coudert, Virginie & Couharde, Cécile & Mignon, Valérie, 2011. "Exchange rate volatility across financial crises," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3010-3018, November.
    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. Raphaëlle BELLANDO & Laura-Dona CAPOTA & Sébastien GALANTI, 2019. "The impact of return shocks on mutual funds’ flows: an empirical study of French bond mutual funds," LEO Working Papers / DR LEO 2730, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.

    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. Coudert, Virginie & Salakhova, Dilyara, 2020. "Do mutual fund flows affect the French corporate bond market?," Economic Modelling, Elsevier, vol. 87(C), pages 496-510.
    2. 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.
    3. Pietsch, Allegra & Salakhova, Dilyara, 2022. "Pricing of green bonds: drivers and dynamics of the greenium," Working Paper Series 2728, European Central Bank.
    4. Agostino Capponi & Paul Glasserman & Marko Weber, 2020. "Swing Pricing for Mutual Funds: Breaking the Feedback Loop Between Fire Sales and Fund Redemptions," Management Science, INFORMS, vol. 66(8), pages 3581-3602, August.
    5. Agostino Capponi & Paul Glasserman & Marko Weber, 2018. "Swing Pricing for Mutual Funds: Breaking the Feedback Loop Between Fire Sales and Fund Runs," Working Papers 18-04, Office of Financial Research, US Department of the Treasury.
    6. 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.
    7. Daniel Schmidt & Frank Schmielewski, 2012. "Consumer reaction on tumbling funds - Evidence from retail fund outflows during the financial crisis 2007/2008," Working Paper Series in Economics 228, University of Lüneburg, Institute of Economics.
    8. Peress, Joel & Schmidt, Daniel, 2021. "Noise traders incarnate: Describing a realistic noise trading process," Journal of Financial Markets, Elsevier, vol. 54(C).
    9. Noam Ben-Ze'ev, 2023. "Drivers of Flows-Performance Sensitivity in Mutual Funds," Bank of Israel Working Papers 2023.06, Bank of Israel.
    10. 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.
    11. Koo, Minjae & Muslu, Volkan, 2023. "Fund Flows and Asset Valuations of Bond Mutual Funds: Effect of Side-by-Side Management," Journal of Banking & Finance, Elsevier, vol. 154(C).
    12. Wang, Z. Jay & Yang, Jingyun, 2021. "Cross-trading and liquidity management: Evidence from municipal bond funds," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    13. Mathias S. Kruttli & Phillip J. Monin & Sumudu W. Watugala, 2017. "Investor Concentration, Flows, and Cash Holdings : Evidence from Hedge Funds," Finance and Economics Discussion Series 2017-121, Board of Governors of the Federal Reserve System (U.S.).
    14. Johnson, Woodrow T., 2010. "Who incentivizes the mutual fund manager, new or old shareholders?," Journal of Financial Intermediation, Elsevier, vol. 19(2), pages 143-168, April.
    15. Ben-Rephael, Azi & Choi, Jaewon & Goldstein, Itay, 2021. "Mutual fund flows and fluctuations in credit and business cycles," Journal of Financial Economics, Elsevier, vol. 139(1), pages 84-108.
    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. Choi, Jaewon & Dasgupta, Amil & Oh, Ji, 2022. "Bond funds and credit risk," LSE Research Online Documents on Economics 118856, London School of Economics and Political Science, LSE Library.
    18. Bua, Giovanna & Dunne, Peter G. & Sorbo, Jacopo, 2019. "Money Market Funds and Unconventional Monetary Policy," Research Technical Papers 7/RT/19, Central Bank of Ireland.
    19. Vladyslav Sushko & Grant Turner, 2018. "The implications of passive investing for securities markets," BIS Quarterly Review, Bank for International Settlements, March.
    20. Marilyn Clark-Murphy & Paul Gerrans & Craig Speelman, 2009. "Return Chasing as a Driver in Individual Retirement Savings Investment Choices: Evidence from Australia," Journal of Family and Economic Issues, Springer, vol. 30(1), pages 4-19, March.

    More about this item

    Keywords

    investment funds; bond holdings; bond yields; fund flows; financial stability;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • 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:bfr:banfra:706. 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: Michael brassart (email available below). General contact details of provider: https://edirc.repec.org/data/bdfgvfr.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.