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When Selling Becomes Viral: Disruptions in Debt Markets in the COVID-19 Crisis and the Fed’s Response
[Funding value adjustments]

Author

Listed:
  • Valentin Haddad
  • Alan Moreira
  • Tyler Muir

Abstract

We document extreme disruption in debt markets during the COVID-19 crisis: a severe price crash accompanied by significant dislocations at the safer end of the credit spectrum. Investment-grade corporate bonds traded at a discount to credit default swaps; exchange-traded funds traded at a discount to net asset value, more so for safer bonds. The Federal Reserve’s announcement of corporate bond purchases caused these dislocations to disappear and prices to recover. These facts inform potential theories of the disruption. The best explanation is an acute liquidity need for specific bond investors, such as mutual funds, leading them to liquidate large positions.

Suggested Citation

  • 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.
  • Handle: RePEc:oup:rfinst:v:34:y:2021:i:11:p:5309-5351.
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    File URL: http://hdl.handle.net/10.1093/rfs/hhaa145
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    1. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2012. "The Aggregate Demand for Treasury Debt," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 233-267.
    2. Mitchell, Mark & Pulvino, Todd, 2012. "Arbitrage crashes and the speed of capital," Journal of Financial Economics, Elsevier, vol. 104(3), pages 469-490.
    3. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    4. Ellul, Andrew & Jotikasthira, Chotibhak & Kartasheva, Anastasia & Lundblad, Christian T. & Wagner, Wolf, 2018. "Insurers as asset managers and systemic risk," ESRB Working Paper Series 75, European Systemic Risk Board.
    5. Boyarchenko, Nina & Kovner, Anna & Shachar, Or, 2022. "It’s what you say and what you buy: A holistic evaluation of the corporate credit facilities," Journal of Financial Economics, Elsevier, vol. 144(3), pages 695-731.
    6. 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.
    7. Rüdiger Fahlenbrach & Kevin Rageth & René M Stulz, 2021. "How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis [The risk of being a fallen angel and the corporate dash for cash in the midst of COVID]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5474-5521.
    8. Schürhoff, Norman & Hendershott, Terrence & Livdan, Dmitry & Li, Dan, 2020. "True Cost of Immediacy," CEPR Discussion Papers 15205, C.E.P.R. Discussion Papers.
    9. Valentin Haddad & David Sraer, 2020. "The Banking View of Bond Risk Premia," Journal of Finance, American Finance Association, vol. 75(5), pages 2465-2502, October.
    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. 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.
    12. 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.
    13. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 215-287.
    14. David López-Salido & Jeremy C. Stein & Egon Zakrajšek, 2017. "Credit-Market Sentiment and the Business Cycle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1373-1426.
    15. Benjamin Iverson, 2018. "Get in Line: Chapter 11 Restructuring in Crowded Bankruptcy Courts," Management Science, INFORMS, vol. 64(11), pages 5370-5394, November.
    16. Alan Moreira & Alexi Savov, 2017. "The Macroeconomics of Shadow Banking," Journal of Finance, American Finance Association, vol. 72(6), pages 2381-2432, December.
    17. 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.
    18. Zhiguo He & Konstantin Milbradt, 2014. "Endogenous Liquidity and Defaultable Bonds," Econometrica, Econometric Society, vol. 82(4), pages 1443-1508, July.
    19. Robin Greenwood & Annette Vissing-Jorgensen, 2018. "The Impact of Pensions and Insurance on Global Yield Curves," Harvard Business School Working Papers 18-109, Harvard Business School, revised Dec 2018.
    20. 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.
    21. Robin Greenwood & Dimitri Vayanos, 2014. "Bond Supply and Excess Bond Returns," The Review of Financial Studies, Society for Financial Studies, vol. 27(3), pages 663-713.
    22. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    23. 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.
    24. Emil N. Siriwardane, 2019. "Limited Investment Capital and Credit Spreads," Journal of Finance, American Finance Association, vol. 74(5), pages 2303-2347, October.
    25. Niels Joachim Gormsen & Ralph S J Koijen & Nikolai Roussanov, 0. "Coronavirus: Impact on Stock Prices and Growth Expectations," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 574-597.
    26. Alessandro Fontana, 2010. "The Persistent Negative Cds-Bond Basis during the 2007/08 Financial Crisis," Working Papers 2010_13, Department of Economics, University of Venice "Ca' Foscari".
    27. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    28. Brunnermeier, Markus & Krishnamurthy, Arvind, 2020. "Corporate Debt Overhang and Credit Policy," Research Papers 3876, Stanford University, Graduate School of Business.
    29. 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.
    30. Pierre-Olivier Weill, 2007. "Leaning Against the Wind," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(4), pages 1329-1354.
    31. Grace Xing Hu & Jun Pan & Jiang Wang, 2013. "Noise as Information for Illiquidity," Journal of Finance, American Finance Association, vol. 68(6), pages 2341-2382, December.
    32. 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.
    33. Leif Andersen & Darrell Duffie & Yang Song, 2019. "Funding Value Adjustments," Journal of Finance, American Finance Association, vol. 74(1), pages 145-192, February.
    34. Wenxin Du & Alexander Tepper & Adrien Verdelhan, 2018. "Deviations from Covered Interest Rate Parity," Journal of Finance, American Finance Association, vol. 73(3), pages 915-957, June.
    35. Zhiguo He & Arvind Krishnamurthy, 2018. "Intermediary Asset Pricing and the Financial Crisis," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 173-197, November.
    36. Chodorow-Reich, Gabriel & Darmouni, Olivier & Luck, Stephan & Plosser, Matthew, 2022. "Bank liquidity provision across the firm size distribution," Journal of Financial Economics, Elsevier, vol. 144(3), pages 908-932.
    37. Zakrajsek, Egon & Gilchrist, Simon & Wei, Bin & Yue, Vivian, 2020. "The Fed Takes on Corporate Credit Risk: An Analysis of the Efficacy of the SMCCF," CEPR Discussion Papers 15258, C.E.P.R. Discussion Papers.
    38. Matthias Fleckenstein & Francis A Longstaff & Stijn Van Nieuwerburgh, 2020. "Renting Balance Sheet Space: Intermediary Balance Sheet Rental Costs and the Valuation of Derivatives," The Review of Financial Studies, Society for Financial Studies, vol. 33(11), pages 5051-5091.
    39. Francis A. Longstaff, 2004. "The Flight-to-Liquidity Premium in U.S. Treasury Bond Prices," The Journal of Business, University of Chicago Press, vol. 77(3), pages 511-526, July.
    40. 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.
    41. 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.
    42. 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.
    43. Hanson, Samuel G. & Stein, Jeremy C., 2015. "Monetary policy and long-term real rates," Journal of Financial Economics, Elsevier, vol. 115(3), pages 429-448.
    44. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    45. Ravi Bansal & Amir Yaron, 2004. "Risks for the Long Run: A Potential Resolution of Asset Pricing Puzzles," Journal of Finance, American Finance Association, vol. 59(4), pages 1481-1509, August.
    46. Robin Greenwood & Samuel G Hanson & Gordon Y Liao, 2018. "Asset Price Dynamics in Partially Segmented Markets," The Review of Financial Studies, Society for Financial Studies, vol. 31(9), pages 3307-3343.
    47. Boyarchenko, Nina & Kovner, Anna & Shachar, Or, 2020. "It’s what you say and what you buy: A holistic evaluation of the Corporate Credit Facilities," CEPR Discussion Papers 15432, C.E.P.R. Discussion Papers.
    48. Matthias Fleckenstein & Francis A. Longstaff & Hanno Lustig, 2014. "The TIPS-Treasury Bond Puzzle," Journal of Finance, American Finance Association, vol. 69(5), pages 2151-2197, October.
    49. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 215-287.
    50. Arvind Krishnamurthy, 2010. "How Debt Markets Have Malfunctioned in the Crisis," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 3-28, Winter.
    51. Stefania D'Amico & Vamsi Kurakula & Stephen M. Lee, 2020. "Impacts of the Fed Corporate Credit Facilities through the Lenses of ETFs and CDX," Working Paper Series WP-2020-14, Federal Reserve Bank of Chicago.
    52. Francis A. Longstaff, 2009. "Portfolio Claustrophobia: Asset Pricing in Markets with Illiquid Assets," American Economic Review, American Economic Association, vol. 99(4), pages 1119-1144, September.
    53. Darrell Duffie, 2010. "Presidential Address: Asset Price Dynamics with Slow‐Moving Capital," Journal of Finance, American Finance Association, vol. 65(4), pages 1237-1267, August.
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    More about this item

    JEL classification:

    • G00 - Financial Economics - - General - - - General
    • G01 - Financial Economics - - General - - - Financial Crises
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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