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Fire-sale risk in the leveraged loan market

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  • Elkamhi, Redouane
  • Nozawa, Yoshio

Abstract

Using detailed loan holding data of Collateralized Loan Obligations (CLOs), we document empirical evidence for the fire sale of leveraged loans due to leverage constraints on CLOs. Constrained CLOs are forced to sell loans downgraded to CCC or below, and thus loans widely held by constrained CLOs experience temporary price depreciation. This instability is exacerbated by diversification requirements. As the CLO market grows, each CLO’s effort to diversify its portfolio leads to similarity in loan holdings among CLOs, and thus their leverage constraints simultaneously bind. CLOs’ overlapping loan holdings spread idiosyncratic shocks to large borrowers to the overall leveraged loan market.

Suggested Citation

  • Elkamhi, Redouane & Nozawa, Yoshio, 2022. "Fire-sale risk in the leveraged loan market," Journal of Financial Economics, Elsevier, vol. 146(3), pages 1120-1147.
  • Handle: RePEc:eee:jfinec:v:146:y:2022:i:3:p:1120-1147
    DOI: 10.1016/j.jfineco.2022.05.003
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    1. Wagner, Wolf, 2010. "Diversification at financial institutions and systemic crises," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 373-386, July.
    2. Andrew Ellul & Chotibhak Jotikasthira & Christian T. Lundblad & Yihui Wang, 2015. "Is Historical Cost Accounting a Panacea? Market Stress, Incentive Distortions, and Gains Trading," Journal of Finance, American Finance Association, vol. 70(6), pages 2489-2538, December.
    3. Darrell Duffie & Andreas Eckner & Guillaume Horel & Leandro Saita, 2009. "Frailty Correlated Default," Journal of Finance, American Finance Association, vol. 64(5), pages 2089-2123, October.
    4. 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.
    5. Victoria Ivashina & Boris Vallee, 2020. "Weak Credit Covenants," NBER Working Papers 27316, National Bureau of Economic Research, Inc.
    6. Becker, Bo & Ivashina, Victoria, 2016. "Covenant-Light Contracts And Creditor Coordination," Working Paper Series 325, Sveriges Riksbank (Central Bank of Sweden).
    7. Choi, Jaewon & Hoseinzade, Saeid & Shin, Sean Seunghun & Tehranian, Hassan, 2020. "Corporate bond mutual funds and asset fire sales," Journal of Financial Economics, Elsevier, vol. 138(2), pages 432-457.
    8. Koopman, Siem Jan & Lucas, Andre & Monteiro, Andre, 2008. "The multi-state latent factor intensity model for credit rating transitions," Journal of Econometrics, Elsevier, vol. 142(1), pages 399-424, January.
    9. Billett, Matthew T. & Elkamhi, Redouane & Popov, Latchezar & Pungaliya, Raunaq S., 2016. "Bank Skin in the Game and Loan Contract Design: Evidence from Covenant-Lite Loans," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(3), pages 839-873, June.
    10. Nozawa, Yoshio & Qiu, Yancheng, 2021. "Corporate bond market reactions to quantitative easing during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 133(C).
    11. Ellul, Andrew & Jotikasthira, Chotibhak & Lundblad, Christian T., 2011. "Regulatory pressure and fire sales in the corporate bond market," Journal of Financial Economics, Elsevier, vol. 101(3), pages 596-620, September.
    12. Irani, Rustom & Iyer, Rajkamal & Meisenzahl, Ralf & Peydró, José-Luis, 2021. "The rise of shadow banking: Evidence from capital regulation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 34(5), pages 2181-2235.
    13. 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.
    14. Annie McCrone & Ralf R. Meisenzahl & Friederike Niepmann & Tim Schmidt-Eisenlohr, 2020. "How Central Bank Swap Lines Affect the Leveraged Loan Market," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue 446, pages 1-7, September.
    15. Lasse Heje Pedersen & Mark Mitchell & Todd Pulvino, 2007. "Slow Moving Capital," American Economic Review, American Economic Association, vol. 97(2), pages 215-220, May.
    16. Rustom M. Irani & Ralf R. Meisenzahl, 2017. "Loan Sales and Bank Liquidity Management: Evidence from a U.S. Credit Register," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3455-3501.
    17. 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.
    18. Ellul, Andrew & Lundblad, Christian T & Wang, Yihui & Jotikasthira, Chotibhak, 2015. "Is Historical Cost Accounting a Panacea? Market Stress, Incentive Distortions, and Gains Trading," CEPR Discussion Papers 10450, C.E.P.R. Discussion Papers.
    19. Luca Benzoni & Pierre Collin-Dufresne & Robert S. Goldstein & Jean Helwege, 2015. "Modeling Credit Contagion via the Updating of Fragile Beliefs," The Review of Financial Studies, Society for Financial Studies, vol. 28(7), pages 1960-2008.
    20. Sanjiv R. Das & Darrell Duffie & Nikunj Kapadia & Leandro Saita, 2007. "Common Failings: How Corporate Defaults Are Correlated," Journal of Finance, American Finance Association, vol. 62(1), pages 93-117, February.
    21. Joshua D. Coval & Jakub W. Jurek & Erik Stafford, 2009. "Economic Catastrophe Bonds," American Economic Review, American Economic Association, vol. 99(3), pages 628-666, June.
    22. Ibragimov, Rustam & Jaffee, Dwight & Walden, Johan, 2011. "Diversification disasters," Journal of Financial Economics, Elsevier, vol. 99(2), pages 333-348, February.
    23. Loumioti, Maria & Vasvari, Florin P., 2019. "Portfolio performance manipulation in collateralized loan obligations," Journal of Accounting and Economics, Elsevier, vol. 67(2), pages 438-462.
    24. Seung Jung Lee & Dan Li & Ralf R. Meisenzahl & Martin Sicilian, 2019. "The U.S. Syndicated Term Loan Market: Who Holds What and When?," FEDS Notes 2019-11-25, Board of Governors of the Federal Reserve System (U.S.).
    25. Nickerson, Jordan & Griffin, John M., 2017. "Debt correlations in the wake of the financial crisis: What are appropriate default correlations for structured products?," Journal of Financial Economics, Elsevier, vol. 125(3), pages 454-474.
    26. Wolf Wagner, 2011. "Systemic Liquidation Risk and the Diversity–Diversification Trade‐Off," Journal of Finance, American Finance Association, vol. 66(4), pages 1141-1175, August.
    27. Ivashina, Victoria & Sun, Zheng, 2011. "Institutional demand pressure and the cost of corporate loans," Journal of Financial Economics, Elsevier, vol. 99(3), pages 500-522, March.
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