IDEAS home Printed from https://ideas.repec.org/a/eee/jfinec/v149y2023i3p578-609.html
   My bibliography  Save this article

Fire sale risk and expected stock returns

Author

Listed:
  • Aragon, George O.
  • Kim, Min S.

Abstract

We measure a stock’s exposure to fire sale risk through its ownership links to mutual funds that anticipate significant outflows during periods of systematic outflows from the fund industry. We find that stocks with higher exposure to this risk earn higher average returns: a portfolio that buys (shorts) stocks with the highest (lowest) exposure outperforms by 3-7% annually. Our findings cannot be explained by several known determinants of average returns and support the ex-ante pricing of the risk of fire sales. We conclude that stocks’ exposures to risks inherited from the constraints of shareholders have important implications for stock prices.

Suggested Citation

  • Aragon, George O. & Kim, Min S., 2023. "Fire sale risk and expected stock returns," Journal of Financial Economics, Elsevier, vol. 149(3), pages 578-609.
  • Handle: RePEc:eee:jfinec:v:149:y:2023:i:3:p:578-609
    DOI: 10.1016/j.jfineco.2023.06.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304405X23001204
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jfineco.2023.06.006?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. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    2. Aragon, George O. & Strahan, Philip E., 2012. "Hedge funds as liquidity providers: Evidence from the Lehman bankruptcy," Journal of Financial Economics, Elsevier, vol. 103(3), pages 570-587.
    3. Greenwood, Robin & Thesmar, David, 2011. "Stock price fragility," Journal of Financial Economics, Elsevier, vol. 102(3), pages 471-490.
    4. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    5. Liu, Xuewen & Mello, Antonio S., 2011. "The fragile capital structure of hedge funds and the limits to arbitrage," Journal of Financial Economics, Elsevier, vol. 102(3), pages 491-506.
    6. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    7. 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.
    8. Söhnke M. Bartram & John M. Griffin & Tae-Hoon Lim & David T. Ng, 2015. "How Important Are Foreign Ownership Linkages for International Stock Returns?," The Review of Financial Studies, Society for Financial Studies, vol. 28(11), pages 3036-3072.
    9. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    10. 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.
    11. Michael Brennan & Sahn-Wook Huh & Avanidhar Subrahmanyam, 2013. "An Analysis of the Amihud Illiquidity Premium," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 3(1), pages 133-176.
    12. Manconi, Alberto & Massa, Massimo & Yasuda, Ayako, 2012. "The role of institutional investors in propagating the crisis of 2007–2008," Journal of Financial Economics, Elsevier, vol. 104(3), pages 491-518.
    13. Spiegel, Matthew & Zhang, Hong, 2013. "Mutual fund risk and market share-adjusted fund flows," Journal of Financial Economics, Elsevier, vol. 108(2), pages 506-528.
    14. 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.
    15. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2002. "Breadth of ownership and stock returns," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 171-205.
    16. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    17. 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.
    18. Vikas Agarwal & Honglin Ren & Ke Shen & Haibei Zhao, 2023. "Redemption in Kind and Mutual Fund Liquidity Management," The Review of Financial Studies, Society for Financial Studies, vol. 36(6), pages 2274-2318.
    19. Massimo Massa & David Schumacher & Yan Wang, 2021. "Who Is Afraid of BlackRock? [Connected stocks]," The Review of Financial Studies, Society for Financial Studies, vol. 34(4), pages 1987-2044.
    20. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    21. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    22. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    23. 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.
    24. Vikas Agarwal & Haibei Zhao, 2019. "Interfund Lending in Mutual Fund Families: Role in Liquidity Management," The Review of Financial Studies, Society for Financial Studies, vol. 32(10), pages 4079-4115.
    25. Keim, Donald B. & Madhavan, Ananth, 1997. "Transactions costs and investment style: an inter-exchange analysis of institutional equity trades," Journal of Financial Economics, Elsevier, vol. 46(3), pages 265-292, December.
    26. 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.
    27. Dong Lou, 2012. "A Flow-Based Explanation for Return Predictability," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3457-3489.
    28. 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.
    29. Nagel, Stefan, 2005. "Short sales, institutional investors and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 78(2), pages 277-309, November.
    30. Winston Wei Dou & Leonid Kogan & Wei Wu, 2022. "Common Fund Flows: Flow Hedging and Factor Pricing," NBER Working Papers 30234, National Bureau of Economic Research, Inc.
    31. Andrew Koch & Stefan Ruenzi & Laura Starks, 2016. "Editor's Choice Commonality in Liquidity: A Demand-Side Explanation," The Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 1943-1974.
    32. Connor, Gregory & Korajczyk, Robert A., 1986. "Performance measurement with the arbitrage pricing theory : A new framework for analysis," Journal of Financial Economics, Elsevier, vol. 15(3), pages 373-394, March.
    33. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
    34. 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.
    35. Joseph Chen & Harrison Hong & Ming Huang & Jeffrey D. Kubik, 2004. "Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization," American Economic Review, American Economic Association, vol. 94(5), pages 1276-1302, December.
    36. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar & Tong, Qing, 2012. "Sell-order liquidity and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 523-541.
    37. Berk, Jonathan B. & van Binsbergen, Jules H., 2015. "Measuring skill in the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 118(1), pages 1-20.
    38. Harald Hau & Sandy Lai, 2017. "The Role of Equity Funds in the Financial Crisis Propagation," Review of Finance, European Finance Association, vol. 21(1), pages 77-108.
    39. Linlin Ma & Yuehua Tang & Juan‐Pedro Gómez, 2019. "Portfolio Manager Compensation in the U.S. Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 74(2), pages 587-638, April.
    40. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    41. Tim Bollerslev & Viktor Todorov, 2011. "Estimation of Jump Tails," Econometrica, Econometric Society, vol. 79(6), pages 1727-1783, November.
    42. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2000. "Commonality in liquidity," Journal of Financial Economics, Elsevier, vol. 56(1), pages 3-28, April.
    43. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    44. Boguth, Oliver & Simutin, Mikhail, 2018. "Leverage constraints and asset prices: Insights from mutual fund risk taking," Journal of Financial Economics, Elsevier, vol. 127(2), pages 325-341.
    45. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    46. Kamara, Avraham & Lou, Xiaoxia & Sadka, Ronnie, 2008. "The divergence of liquidity commonality in the cross-section of stocks," Journal of Financial Economics, Elsevier, vol. 89(3), pages 444-466, September.
    47. Nanda, Vikram & Wu, Wei & Zhou, Xing (Alex), 2019. "Investment Commonality across Insurance Companies: Fire Sale Risk and Corporate Yield Spreads," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(6), pages 2543-2574, December.
    48. Richard W. Sias & Laura T. Starks, 2006. "Changes in Institutional Ownership and Stock Returns: Assessment and Methodology," The Journal of Business, University of Chicago Press, vol. 79(6), pages 2869-2910, November.
    49. Connor, Gregory & Korajczyk, Robert A., 1988. "Risk and return in an equilibrium APT : Application of a new test methodology," Journal of Financial Economics, Elsevier, vol. 21(2), pages 255-289, September.
    50. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    51. Mikhail Simutin, 2014. "Cash Holdings and Mutual Fund Performance," Review of Finance, European Finance Association, vol. 18(4), pages 1425-1464.
    52. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    53. Kang, Namho & Kondor, Péter & Sadka, Ronnie, 2014. "Do Hedge Funds Reduce Idiosyncratic Risk?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(4), pages 843-877, August.
    54. Zeng, Yao, 2017. "A dynamic theory of mutual fund runs and liquidity management," ESRB Working Paper Series 42, European Systemic Risk Board.
    55. Shleifer, Andrei, 1986. "Do Demand Curves for Stocks Slope Down?," Journal of Finance, American Finance Association, vol. 41(3), pages 579-590, July.
    56. Campbell R. Harvey & Akhtar Siddique, 2000. "Conditional Skewness in Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 55(3), pages 1263-1295, June.
    57. Joshua M. Pollet & Mungo Wilson, 2008. "How Does Size Affect Mutual Fund Behavior?," Journal of Finance, American Finance Association, vol. 63(6), pages 2941-2969, December.
    58. Bessembinder, Hendrik, 2018. "Do stocks outperform Treasury bills?," Journal of Financial Economics, Elsevier, vol. 129(3), pages 440-457.
    59. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    60. Ekkehart Boehmer & Eric K. Kelley, 2009. "Institutional Investors and the Informational Efficiency of Prices," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3563-3594, September.
    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. Dekker, Lennart, 2024. "Essays on asset liquidity and investment funds," Other publications TiSEM 5fc9bf77-84e7-4a36-9e3a-1, Tilburg University, School of Economics and Management.
    2. Glossner, Simon & Matos, Pedro Pinto & Ramelli, Stefano & Wagner, Alexander F., 2022. "Do institutional investors stabilize equity markets in crisis periods? Evidence from COVID-19," CEPR Discussion Papers 15070, C.E.P.R. Discussion Papers.
    3. Ruenzi, Stefan & Ungeheuer, Michael & Weigert, Florian, 2020. "Joint Extreme events in equity returns and liquidity and their cross-sectional pricing implications," Journal of Banking & Finance, Elsevier, vol. 115(C).
    4. Amit Goyal, 2012. "Empirical cross-sectional asset pricing: a survey," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(1), pages 3-38, March.
    5. Gregory Connor & Lisa R. Goldberg & Robert A. Korajczyk, 2010. "Portfolio Risk Analysis," Economics Books, Princeton University Press, edition 1, number 9224.
    6. Chernenko, Sergey & Sunderam, Adi, 2020. "Do fire sales create externalities?," Journal of Financial Economics, Elsevier, vol. 135(3), pages 602-628.
    7. Itzhak Ben-DAVID & Francesco A. FRANZONI & Rabih MOUSSAWI & John SEDUNOV III, 2015. "The Granular Nature of Large Institutional Investors," Swiss Finance Institute Research Paper Series 15-67, Swiss Finance Institute, revised Apr 2016.
    8. Huang, Jing-Zhi & Wang, Yan & Wang, Ying, 2024. "Does ownership concentration affect corporate bond volatility? Evidence from bond mutual funds," Journal of Banking & Finance, Elsevier, vol. 165(C).
    9. Woon Sau Leung & Nicholas Taylor, 2013. "Testing for contagion: the impact of US structured markets on international financial markets," Chapters, in: Adrian R. Bell & Chris Brooks & Marcel Prokopczuk (ed.), Handbook of Research Methods and Applications in Empirical Finance, chapter 11, pages 256-284, Edward Elgar Publishing.
    10. Chabi-Yo, Fousseni & Ruenzi, Stefan & Weigert, Florian, 2018. "Crash Sensitivity and the Cross Section of Expected Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1059-1100, June.
    11. Auer, Benjamin R. & Rottmann, Horst, 2019. "Have capital market anomalies worldwide attenuated in the recent era of high liquidity and trading activity?," Journal of Economics and Business, Elsevier, vol. 103(C), pages 61-79.
    12. Jiang, Hao, 2010. "Institutional investors, intangible information, and the book-to-market effect," Journal of Financial Economics, Elsevier, vol. 96(1), pages 98-126, April.
    13. Michael J. Brennan & Sahn-Wook Huh & Avanidhar Subrahmanyam, 2016. "Asymmetric Effects of Informed Trading on the Cost of Equity Capital," Management Science, INFORMS, vol. 62(9), pages 2460-2480, September.
    14. Ruenzi, Stefan & Ungeheuer, Michael & Weigert, Florian, 2013. "Extreme Downside Liquidity Risk," Working Papers on Finance 1326, University of St. Gallen, School of Finance, revised Jul 2015.
    15. Ince, Baris, 2022. "Liquidity components: Commonality in liquidity, underreaction, and equity returns," Journal of Financial Markets, Elsevier, vol. 60(C).
    16. Gao, George P. & Moulton, Pamela C. & Ng, David T., 2017. "Institutional ownership and return predictability across economically unrelated stocks," Journal of Financial Intermediation, Elsevier, vol. 31(C), pages 45-63.
    17. Agarwal, Vikas & Aragon, George O. & Shi, Zhen, 2015. "Funding liquidity risk of funds of hedge funds: Evidence from their holdings," CFR Working Papers 15-12, University of Cologne, Centre for Financial Research (CFR).
    18. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar & Tong, Qing, 2012. "Sell-order liquidity and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 523-541.
    19. Mikhail Simutin, 2014. "Cash Holdings and Mutual Fund Performance," Review of Finance, European Finance Association, vol. 18(4), pages 1425-1464.
    20. Wu, Ying, 2019. "Asset pricing with extreme liquidity risk," Journal of Empirical Finance, Elsevier, vol. 54(C), pages 143-165.

    More about this item

    Keywords

    Fire sales; Stock returns; Ownership; Mutual fund; Fund flows;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • 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

    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:jfinec:v:149:y:2023:i:3:p:578-609. 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/inca/505576 .

    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.