IDEAS home Printed from https://ideas.repec.org/p/fip/fedgfe/2021-38.html
   My bibliography  Save this paper

Hedge Fund Treasury Trading and Funding Fragility: Evidence from the COVID-19 Crisis

Author

Abstract

Hedge fund gross U.S. Treasury (UST) exposures doubled from 2018 to February 2020 to $2.4 trillion, primarily driven by relative value arbitrage trading and supported by corresponding increases in repo borrowing. In March 2020, amid unprecedented UST market turmoil, the average UST trading hedge fund had a return of -7% and reduced its UST exposure by close to 20%, despite relatively unchanged bilateral repo volumes and haircuts. Analyzing hedge fund-creditor borrowing data, we find the large, more regulated dealers provided disproportionately more funding during the crisis than other creditors. Overall, the step back in hedge fund UST activity was primarily driven by fund-specific liquidity management rather than dealer regulatory constraints. Hedge funds exited the turmoil with 20% higher cash holdings and smaller, more liquid portfolios, despite low contemporaneous outflows. This precautionary flight to cash was more pronounced among funds exposed to greater redemption risk through shorter share restrictions. Hedge funds predominantly trading the cash-futures basis faced greater margin pressure and reduced UST exposures and repo borrowing the most. After the market turmoil subsided following Fed intervention, hedge fund returns recovered quickly, but UST exposures did not revert to pre-shock levels over the subsequent months.

Suggested Citation

  • Mathias S. Kruttli & Phillip J. Monin & Lubomir Petrasek & Sumudu W. Watugala, 2021. "Hedge Fund Treasury Trading and Funding Fragility: Evidence from the COVID-19 Crisis," Finance and Economics Discussion Series 2021-038, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgfe:2021-38
    DOI: 10.17016/FEDS.2021.038
    as

    Download full text from publisher

    File URL: https://www.federalreserve.gov/econres/feds/hedge-fund-treasury-trading-and-funding-fragility-evidence-from-the-covid-19-crisis.htm
    Download Restriction: no

    File URL: https://libkey.io/10.17016/FEDS.2021.038?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
    ---><---

    References listed on IDEAS

    as
    1. Khandani, Amir E. & Lo, Andrew W., 2011. "What happened to the quants in August 2007? Evidence from factors and transactions data," Journal of Financial Markets, Elsevier, vol. 14(1), pages 1-46, February.
    2. Antonio Falato & Itay Goldstein & Ali Hortaçsu, 2020. "Financial Fragility in the COVID-19 Crisis: The Case of Investment Funds in Corporate Bond Markets," Working Papers 2020-98, Becker Friedman Institute for Research In Economics.
    3. Nina Boyarchenko & Thomas M. Eisenbach & Pooja Gupta & Or Shachar & Peter Van Tassel, 2018. "Bank-Intermediated Arbitrage," Liberty Street Economics 20181018, Federal Reserve Bank of New York.
    4. 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.
    5. He, Zhiguo & Nagel, Stefan & Song, Zhaogang, 2022. "Treasury inconvenience yields during the COVID-19 crisis," Journal of Financial Economics, Elsevier, vol. 143(1), pages 57-79.
    6. Zhiguo He & Arvind Krishnamurthy, 2013. "Intermediary Asset Pricing," American Economic Review, American Economic Association, vol. 103(2), pages 732-770, April.
    7. Mathias S. Kruttli & Andrew J. Patton & Tarun Ramadorai, 2015. "The Impact of Hedge Funds on Asset Markets," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 5(2), pages 185-226.
    8. Agarwal, Vikas & Aragon, George O. & Shi, Zhen, 2019. "Liquidity Transformation and Financial Fragility: Evidence from Funds of Hedge Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(6), pages 2355-2381, December.
    9. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    10. 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.
    11. 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.).
    12. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    13. Andreas Schrimpf & Hyun Song Shin & Vladyslav Sushko, 2020. "Leverage and margin spirals in fixed income markets during the Covid-19 crisis," BIS Bulletins 2, Bank for International Settlements.
    14. Franklin R. Edward, 1999. "Hedge Funds and the Collapse of Long-Term Capital Management," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 189-210, Spring.
    15. 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.
    16. Agarwal, Vikas & Daniel, Naveen D. & Naik, Narayan Y., 2009. "Role of managerial incentives and discretion in hedge fund performance," CFR Working Papers 04-04, University of Cologne, Centre for Financial Research (CFR).
    17. Hombert, Johan & Thesmar, David, 2014. "Overcoming limits of arbitrage: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 111(1), pages 26-44.
    18. Ang, Andrew & Gorovyy, Sergiy & van Inwegen, Gregory B., 2011. "Hedge fund leverage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 102-126, October.
    19. Aragon, George O., 2007. "Share restrictions and asset pricing: Evidence from the hedge fund industry," Journal of Financial Economics, Elsevier, vol. 83(1), pages 33-58, January.
    20. Daniel Barth & Phillip Monin, 2020. "Illiquidity in Intermediate Portfolios: Evidence from Large Hedge Funds," Working Papers 20-03, Office of Financial Research, US Department of the Treasury.
    21. Lawrence Schmidt & Allan Timmermann & Russ Wermers, 2016. "Runs on Money Market Mutual Funds," American Economic Review, American Economic Association, vol. 106(9), pages 2625-2657, September.
    22. Mahyar Kargar & Benjamin Lester & David Lindsay & Shuo Liu & Pierre-Olivier Weill & Diego Zúñiga, 2021. "Corporate Bond Liquidity during the COVID-19 Crisis [The day coronavirus nearly broke the financial markets]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5352-5401.
    23. Acharya, Viral V. & Lochstoer, Lars A. & Ramadorai, Tarun, 2013. "Limits to arbitrage and hedging: Evidence from commodity markets," Journal of Financial Economics, Elsevier, vol. 109(2), pages 441-465.
    24. Denis Gromb & Dimitri Vayanos, 2010. "Limits of Arbitrage," Annual Review of Financial Economics, Annual Reviews, vol. 2(1), pages 251-275, December.
    25. Daniel Barth & R. Jay Kahn, 2021. "Hedge Funds and the Treasury Cash-Futures Disconnect," Working Papers 21-01, Office of Financial Research, US Department of the Treasury.
    26. 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.
    27. 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.
    28. 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.
    29. Vikas Agarwal & Naveen D. Daniel & Narayan Y. Naik, 2009. "Role of Managerial Incentives and Discretion in Hedge Fund Performance," Journal of Finance, American Finance Association, vol. 64(5), pages 2221-2256, October.
    30. 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.
    31. Meraj Allahrakha & Jill Cetina & Benjamin Munyan & Sumudu Watugala, 2019. "The Effects of the Volcker Rule on Corporate Bond Trading: Evidence from the Underwriting Exemption," Working Papers 19-02, Office of Financial Research, US Department of the Treasury.
    32. 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.
    33. Bao, Jack & O’Hara, Maureen & (Alex) Zhou, Xing, 2018. "The Volcker Rule and corporate bond market making in times of stress," Journal of Financial Economics, Elsevier, vol. 130(1), pages 95-113.
    34. Chernenko, Sergey & Sunderam, Adi, 2016. "Liquidity Transformation in Asset Management: Evidence form the Cash Holdings of Mutual Funds," Working Paper Series 2016-05, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    35. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    36. Philippe Jorion, 2000. "Risk management lessons from Long‐Term Capital Management," European Financial Management, European Financial Management Association, vol. 6(3), pages 277-300, September.
    37. Adrian, Tobias & Shin, Hyun Song, 2010. "Liquidity and leverage," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 418-437, July.
    38. Nicole M. Boyson & Christof W. Stahel & René M. Stulz, 2010. "Hedge Fund Contagion and Liquidity Shocks," Journal of Finance, American Finance Association, vol. 65(5), pages 1789-1816, October.
    39. Jefferson Duarte & Francis A. Longstaff & Fan Yu, 2007. "Risk and Return in Fixed-Income Arbitrage: Nickels in Front of a Steamroller?," The Review of Financial Studies, Society for Financial Studies, vol. 20(3), pages 769-811.
    40. Itzhak Ben-David & Francesco Franzoni & Rabih Moussawi, 2012. "Hedge Fund Stock Trading in the Financial Crisis of 2007--2009," The Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 1-54.
    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. Simon Gilchrist & Bin Wei & Vivian Z. Yue & Egon Zakrajšek, 2020. "The Fed Takes On Corporate Credit Risk: An Analysis of the Efficacy of the SMCCF," FRB Atlanta Working Paper 2020-18, Federal Reserve Bank of Atlanta.
    2. Sirio Aramonte & Andreas Schrimpf & Hyun Song Shin, 2023. "Non-bank financial intermediaries and financial stability," Chapters, in: Refet S. Gürkaynak & Jonathan H. Wright (ed.), Research Handbook of Financial Markets, chapter 7, pages 147-170, Edward Elgar Publishing.
    3. Huang, Wenli & Liu, Wenqiong & Lu, Lei & Mu, Congming, 2023. "Hedge funds trading strategies and leverage," Journal of Economic Dynamics and Control, Elsevier, vol. 149(C).
    4. Congming Mu & Jingzhou Yan & Jinqiang Yang, 2023. "Robust risk choice under high-water mark contract," Review of Quantitative Finance and Accounting, Springer, vol. 61(1), pages 295-322, July.

    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. Mathias S. Kruttli & Phillip J. Monin & Sumudu W. Watugala, 2017. "Investor Concentration, Flows, and Cash Holdings: Evidence from Hedge Funds," Working Papers 17-07, Office of Financial Research, US Department of the Treasury.
    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. Kruttli, Mathias S. & Monin, Phillip J. & Watugala, Sumudu W., 2022. "The life of the counterparty: Shock propagation in hedge fund-prime broker credit networks," Journal of Financial Economics, Elsevier, vol. 146(3), pages 965-988.
    4. 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.
    5. 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.
    6. Breckenfelder, Johannes & Hoerova, Marie, 2023. "Do non-banks need access to the lender of last resort? Evidence from fund runs," Working Paper Series 2805, European Central Bank.
    7. Andrew W. Lo & Mila Getmansky & Peter A. Lee, 2015. "Hedge Funds: A Dynamic Industry in Transition," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 483-577, December.
    8. Dunhong Jin & Marcin Kacperczyk & Bige Kahraman & Felix Suntheim, 2022. "Swing Pricing and Fragility in Open-End Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 35(1), pages 1-50.
    9. Antonio Falato & Itay Goldstein & Ali Hortaçsu, 2020. "Financial Fragility in the COVID-19 Crisis: The Case of Investment Funds in Corporate Bond Markets," Working Papers 2020-98, Becker Friedman Institute for Research In Economics.
    10. Jiakai Chen & Haoyang Liu & Asani Sarkar & Zhaogang Song, 2020. "Dealers and the Dealer of Last Resort: Evidence from the Agency MBS Markets in the COVID-19 Crisis," Staff Reports 933, Federal Reserve Bank of New York.
    11. 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.
    12. 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.
    13. 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.
    14. He, Zhiguo & Nagel, Stefan & Song, Zhaogang, 2022. "Treasury inconvenience yields during the COVID-19 crisis," Journal of Financial Economics, Elsevier, vol. 143(1), pages 57-79.
    15. Allaire, Nolwenn & Breckenfelder, Johannes & Hoerova, Marie, 2023. "Fund fragility: the role of investor base," Working Paper Series 2874, European Central Bank.
    16. Antoine Baena & Thomas Garcia, 2023. "Swing Pricing et dynamique des flux au regard de la crise Covid-19," Working papers 914, Banque de France.
    17. Ahn, Dong-Hyun & Kim, Soohun & Seo, Kyoungwon, 2020. "Self-fulfilling arbitrages necessitate crash risk," Journal of Financial Markets, Elsevier, vol. 51(C).
    18. Weth, Mark Andreas & Dötz, Niko, 2019. "Redemptions and Asset Liquidations in Corporate Bond Funds," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203542, Verein für Socialpolitik / German Economic Association.
    19. 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).
    20. 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.

    More about this item

    Keywords

    Hedge funds; Treasury markets; Relative value; Arbitrage; Liquidity; Redemption risk; Creditor constraints;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G01 - Financial Economics - - General - - - Financial Crises

    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:fip:fedgfe:2021-38. 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: Ryan Wolfslayer ; Keisha Fournillier (email available below). General contact details of provider: https://edirc.repec.org/data/frbgvus.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.