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Zombies at Large? Corporate Debt Overhang and the Macroeconomy

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With business leverage at record levels, the effects of corporate debt overhang on growth and investment have become a prominent concern. In this paper, we study the effects of corporate debt overhang based on long-run cross-country data covering the near universe modern business cycles. We show that business credit booms typically do not leave a lasting imprint on the macroeconomy. Quantile local projections indicate that business credit booms do not affect the economy’s tail risks either. Yet in line with theory, we find that the economic costs of corporate debt booms rise when inefficient debt restructuring and liquidation impede the resolution of corporate financial distress and make it more likely that corporate zombies creep along.

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  • Òscar Jordà & Martin Kornejew & Moritz Schularick & Alan M. Taylor, 2020. "Zombies at Large? Corporate Debt Overhang and the Macroeconomy," Working Paper Series 2020-36, Federal Reserve Bank of San Francisco.
  • Handle: RePEc:fip:fedfwp:89172
    DOI: 10.24148/wp2020-36
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    1. Albuquerque, Bruno, 2021. "Corporate debt booms, financial constraints and the investment nexus," Bank of England working papers 935, Bank of England.
    2. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    3. Bergman, Yaacov Z. & Callen, Jeffrey L., 1991. "Opportunistic underinvestment in debt renegotiation and capital structure," Journal of Financial Economics, Elsevier, vol. 29(1), pages 137-171, March.
    4. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses during the Great Recession," Working Papers 17-01, Center for Economic Studies, U.S. Census Bureau.
    5. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2017. "Macrofinancial History and the New Business Cycle Facts," NBER Macroeconomics Annual, University of Chicago Press, vol. 31(1), pages 213-263.
    6. Anat R. Admati & Peter M. Demarzo & Martin F. Hellwig & Paul Pfleiderer, 2018. "The Leverage Ratchet Effect," Journal of Finance, American Finance Association, vol. 73(1), pages 145-198, February.
    7. Douglas W. Diamond & Zhiguo He, 2014. "A Theory of Debt Maturity: The Long and Short of Debt Overhang," Journal of Finance, American Finance Association, vol. 69(2), pages 719-762, April.
    8. Kurt Mitman, 2016. "Macroeconomic Effects of Bankruptcy and Foreclosure Policies," American Economic Review, American Economic Association, vol. 106(8), pages 2219-2255, August.
    9. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    10. Dan Andrews & Filippos Petroulakis, 2017. "Breaking the Shackles: Zombie Firms, Weak Banks and Depressed Restructuring in Europe," OECD Economics Department Working Papers 1433, OECD Publishing.
    11. Ludger Linnemann & Roland Winkler, 2016. "Estimating nonlinear effects of fiscal policy using quantile regression methods," Oxford Economic Papers, Oxford University Press, vol. 68(4), pages 1120-1145.
    12. Atif Mian & Amir Sufi & Emil Verner, 2017. "Household Debt and Business Cycles Worldwide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1755-1817.
    13. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "Recovery from Financial Crises: Evidence from 100 Episodes," American Economic Review, American Economic Association, vol. 104(5), pages 50-55, May.
    14. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    15. Christian Dembiermont & Mathias Drehmann & Siriporn Muksakunratana, 2013. "How much does the private sector really borrow - a new database for total credit to the private non-financial sector," BIS Quarterly Review, Bank for International Settlements, March.
    16. Aivazian, Varouj A. & Callen, Jeffrey L., 1980. "Corporate leverage and growth the game-theoretic issues," Journal of Financial Economics, Elsevier, vol. 8(4), pages 379-399, December.
    17. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    18. Adrien Auclert & Will S. Dobbie & Paul Goldsmith-Pinkham, 2019. "Macroeconomic Effects of Debt Relief: Consumer Bankruptcy Protections in the Great Recession," NBER Working Papers 25685, National Bureau of Economic Research, Inc.
    19. √Íscar Jord√Ä & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
    20. Şebnem Kalemli-Özcan & Luc Laeven & David Moreno, 2022. "Debt Overhang, Rollover Risk, and Corporate Investment: Evidence from the European Crisis," Journal of the European Economic Association, European Economic Association, vol. 20(6), pages 2353-2395.
    21. Wolski, Marcin & Barbiero, Francesca & Popov, Alexander, 2018. "Debt Overhang and Investment Efficiency," CEPR Discussion Papers 12784, C.E.P.R. Discussion Papers.
    22. Eichenbaum, Martin & Parker, Jonathan A. (ed.), . "NBER Macroeconomics Annual 2016," National Bureau of Economic Research Books, University of Chicago Press, number 9780226490229, December.
    23. Markus Brunnermeier & Arvind Krishnamurthy, 0. "The Macroeconomics of Corporate Debt," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 656-665.
    24. Michael D. Bordo & Joseph G. Haubrich, 2017. "Deep Recessions, Fast Recoveries, And Financial Crises: Evidence From The American Record," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 527-541, January.
    25. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    26. Atif Mian & Amir Sufi, 2010. "Household Leverage and the Recession of 2007–09," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(1), pages 74-117, August.
    27. Simeon Djankov & Oliver Hart & Caralee McLiesh & Andrei Shleifer, 2008. "Debt Enforcement around the World," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1105-1149, December.
    28. Sumit Agarwal & Gene Amromin & Itzhak Ben-David & Souphala Chomsisengphet & Tomasz Piskorski & Amit Seru, 2017. "Policy Intervention in Debt Renegotiation: Evidence from the Home Affordable Modification Program," Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 654-712.
    29. Müge Adalet McGowan & Dan Andrews & Valentine Millot & Thorsten BeckManaging Editor, 2018. "The walking dead? Zombie firms and productivity performance in OECD countries," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(96), pages 685-736.
    30. Lamont, Owen, 1995. "Corporate-Debt Overhang and Macroeconomic Expectations," American Economic Review, American Economic Association, vol. 85(5), pages 1106-1117, December.
    31. Acharya, Viral & Crosignani, Matteo & Eisert, Tim & Eufinger, Christian, 2020. "Zombie Credit and (Dis-)Inflation: Evidence from Europe," CEPR Discussion Papers 14960, C.E.P.R. Discussion Papers.
    32. Gertner, Robert & Scharfstein, David, 1991. "A Theory of Workouts and the Effects of Reorganization Law," Journal of Finance, American Finance Association, vol. 46(4), pages 1189-1222, September.
    33. Marco Botta, 2020. "Financial crises, debt overhang, and firm growth in transition economies," Applied Economics, Taylor & Francis Journals, vol. 52(40), pages 4333-4350, August.
    34. Francisco Covas & Wouter J. Den Haan, 2011. "The Cyclical Behavior of Debt and Equity Finance," American Economic Review, American Economic Association, vol. 101(2), pages 877-899, April.
    35. Favara, Giovanni & Morellec, Erwan & Schroth, Enrique & Valta, Philip, 2017. "Debt enforcement, investment, and risk taking across countries," Journal of Financial Economics, Elsevier, vol. 123(1), pages 22-41.
    36. Mikhail Stolbov & Maria Shchepeleva, 2021. "Macrofinancial linkages in Europe: Evidence from quantile local projections," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5557-5569, October.
    37. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2020. "Disasters Everywhere: The Costs of Business Cycles Reconsidered," Staff Reports 925, Federal Reserve Bank of New York.
    38. Thomas Philippon, 2010. "Debt Overhang and Recapitalization in Closed and Open Economies," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(1), pages 157-178, August.
    39. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    40. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    41. Joe Peek & Eric S. Rosengren, 2005. "Unnatural Selection: Perverse Incentives and the Misallocation of Credit in Japan," American Economic Review, American Economic Association, vol. 95(4), pages 1144-1166, September.
    42. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses During the Great Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 271-316.
    43. Eichenbaum, Martin & Parker, Jonathan A. (ed.), . "NBER Macroeconomics Annual 2017," National Bureau of Economic Research Books, University of Chicago Press, number 9780226577838, July.
    44. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    45. Occhino, Filippo & Pescatori, Andrea, 2015. "Debt overhang in a business cycle model," European Economic Review, Elsevier, vol. 73(C), pages 58-84.
    46. Giesecke, Kay & Longstaff, Francis A. & Schaefer, Stephen & Strebulaev, Ilya A., 2014. "Macroeconomic effects of corporate default crisis: A long-term perspective," Journal of Financial Economics, Elsevier, vol. 111(2), pages 297-310.
    47. Berkovitch, Elazar & Kim, E Han, 1990. "Financial Contracting and Leverage Induced Over- and Under-Investment Incentives," Journal of Finance, American Finance Association, vol. 45(3), pages 765-794, July.
    48. Tobias Adrian & Federico Grinberg & Nellie Liang & Sheheryar Malik & Jie Yu, 2022. "The Term Structure of Growth-at-Risk," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 283-323, July.
    49. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    50. Fama, Eugene F, 1978. "The Effects of a Firm's Investment and Financing Decisions on the Welfare of Its Security Holders," American Economic Review, American Economic Association, vol. 68(3), pages 272-284, June.
    51. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    52. Francesca Loria & Christian Matthes & Donghai Zhang, 2019. "Assessing Macroeconomic Tail Risk," Working Paper 19-10, Federal Reserve Bank of Richmond.
    53. John, Kose & Nachman, David C, 1985. "Risky Debt, Investment Incentives, and Reputation in a Sequential Equilibrium," Journal of Finance, American Finance Association, vol. 40(3), pages 863-878, July.
    54. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    55. Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
    56. Wolski, Marcin & Barbiero, Francesca & Popov, Alexander, 2018. "Debt Overhang and Investment Efficiency," CEPR Discussion Papers 12784, C.E.P.R. Discussion Papers.
    57. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, March.
    58. Gabriel Chodorow-Reich, "undated". "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-09 Financial Crisis," Working Paper 90811, Harvard University OpenScholar.
    59. Markus Brunnermeier & Arvind Krishnamurthy, 2020. "The Macroeconomics of Corporate Debt," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 656-665.
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    3. Demirguc-Kunt, Asli & Horvath, Balint L. & Huizinga, Harry, 2023. "Loan Recoveries and the Financing of Zombie Firms over the Business Cycle," Other publications TiSEM f86d5fb2-4829-426b-b026-b, Tilburg University, School of Economics and Management.
    4. Hodbod, Alexander & Hommes, Cars & Huber, Stefanie J. & Salle, Isabelle, 2021. "The COVID-19 consumption game-changer: Evidence from a large-scale multi-country survey," European Economic Review, Elsevier, vol. 140(C).
    5. HONDA Tomohito & ONO Arito & UESUGI Iichiro & YASUDA Yukihiro, 2023. "Anatomy of Out-of-court Debt Workouts for SMEs," Discussion papers 23088, Research Institute of Economy, Trade and Industry (RIETI).
    6. Falk Bräuning & Viacheslav Sheremirov, 2023. "The Historical Effects of Banking Distress on Economic Activity," Current Policy Perspectives 96216, Federal Reserve Bank of Boston.
    7. Kin Wai Cheung & Masami Imai, 2023. "Zombie Lending, Labor Hoarding, and Local Industry Growth," Wesleyan Economics Working Papers 2023-003, Wesleyan University, Department of Economics.
    8. Christian Keuschnigg & Michael Kogler & Johannes Matt, 2022. "Banks, Credit Reallocation, and Creative Destruction," Swiss Finance Institute Research Paper Series 22-83, Swiss Finance Institute.
    9. Nirupama Kulkarni & S.K. Ritadhi & Sayan Mukherjee, 2021. "Unearthing Zombies," Working Papers 59, Ashoka University, Department of Economics.
    10. Angela De Martiis & Franziska J. Peter, 2023. "When companies don't die: Analyzing zombie firms in a low interest rate environment," Aussenwirtschaft, University of St. Gallen, School of Economics and Political Science, Swiss Institute for International Economics and Applied Economics Research, vol. 73(01), pages 67-86, December.
    11. Razin, Assaf, 2021. "Globalization and Global Crises: Rest of the World vs. Israel," CEPR Discussion Papers 15643, C.E.P.R. Discussion Papers.
    12. Peter Karlström, 2023. "Macroprudential Policy, Credit Booms, and Banks' Systemic Risk," CEMLA Working Paper Series 03/2023, CEMLA.
    13. Davis, Leila & de Souza, Joao & Kim, YK. & Rella, Giacomo, 2023. "What are firms borrowing for? The role of financial assets," Economic Modelling, Elsevier, vol. 125(C).
    14. João Tovar Jalles & Paulo Medas, 2022. "Economic Growth after Debt Surges," Working Papers REM 2022/0244, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    15. Assaf Razin, 2021. "Globalization And Global Crises: Israel And The Rest Of The World," Israel Economic Review, Bank of Israel, vol. 19(1), pages 103-134.
    16. Bruno Albuquerque, 2021. "Corporate debt booms, financial constraints, and the investment nexus," CeBER Working Papers 2021-08, Centre for Business and Economics Research (CeBER), University of Coimbra.
    17. Bańkowski, Krzysztof & Bouabdallah, Othman & Domingues Semeano, João & Dorrucci, Ettore & Freier, Maximilian & Jacquinot, Pascal & Modery, Wolfgang & Rodríguez-Vives, Marta & Valenta, Vilém & Zorell, , 2022. "The economic impact of Next Generation EU: a euro area perspective," Occasional Paper Series 291, European Central Bank.
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    More about this item

    Keywords

    corporate debt; business cycles; local projections;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • N20 - Economic History - - Financial Markets and Institutions - - - General, International, or Comparative

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