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Corporate Debt Structure and Economic Recoveries

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  • T. Grjebine
  • U. Szczerbowicz
  • F. Tripier

Abstract

This paper analyzes the business cycle behavior of the corporate debt structure and its interaction with economic recovery. The debt structure is measured as the share of bonds in the total credit to non-financial corporations for a quarterly panel of countries over the period 1989-2013. We first show that the substitution of loans for bonds in recoveries is a regular property of business cycles. Secondly, we provide evidence that economies with high bond share and important bond-loan substitution recover from the recessions faster. This identified link between corporate debt structure and business cycles is robust to the inclusion of traditional factors which shape recessions and recovery such as the size and the quality of financial markets, the occurrence of bank crisis, the dynamics of credit, and the distribution of firm size.

Suggested Citation

  • T. Grjebine & U. Szczerbowicz & F. Tripier, 2017. "Corporate Debt Structure and Economic Recoveries," Working papers 646, Banque de France.
  • Handle: RePEc:bfr:banfra:646
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    1. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Guillermo A. Calvo & Alejandro Izquierdo & Ernesto Talvi, 2006. "Sudden Stops and Phoenix Miracles in Emerging Markets," American Economic Review, American Economic Association, vol. 96(2), pages 405-410, May.
    4. Arellano, Cristina & Bai, Yan & Zhang, Jing, 2012. "Firm dynamics and financial development," Journal of Monetary Economics, Elsevier, vol. 59(6), pages 533-549.
    5. Fiorella De Fiore & Harald Uhlig, 2015. "Corporate Debt Structure and the Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(8), pages 1571-1598, December.
    6. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    7. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    8. Kashyap, Anil K & Stein, Jeremy C & Wilcox, David W, 1993. "Monetary Policy and Credit Conditions: Evidence from the Composition of External Finance," American Economic Review, American Economic Association, vol. 83(1), pages 78-98, March.
    9. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2012. "Do institutional changes affect business cycles? Evidence from Europe," Journal of Economic Dynamics and Control, Elsevier, vol. 36(10), pages 1520-1533.
    10. Becker, Bo & Ivashina, Victoria, 2014. "Cyclicality of credit supply: Firm level evidence," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 76-93.
    11. Harding, Don & Pagan, Adrian, 2002. "Dissecting the cycle: a methodological investigation," Journal of Monetary Economics, Elsevier, vol. 49(2), pages 365-381, March.
    12. Tobias Adrian & Paolo Colla & Hyun Song Shin, 2013. "Which Financial Frictions? Parsing the Evidence from the Financial Crisis of 2007 to 2009," NBER Macroeconomics Annual, University of Chicago Press, vol. 27(1), pages 159-214.
    13. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    14. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
    15. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    16. Luc Laeven & Fabian Valencia, 2020. "Systemic Banking Crises Database II," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(2), pages 307-361, June.
    17. Claessens, Stijn & Kose, M. Ayhan & Terrones, Marco E., 2012. "How do business and financial cycles interact?," Journal of International Economics, Elsevier, vol. 87(1), pages 178-190.
    18. Tobias Adrian & Hyun Song Shin, 2014. "Procyclical Leverage and Value-at-Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 373-403.
    19. Mr. Abdul d Abiad & Mr. Giovanni Dell'Ariccia & Ms. Grace B Li, 2011. "Creditless Recoveries," IMF Working Papers 2011/058, International Monetary Fund.
    20. Michael Bordo & Barry Eichengreen & Daniela Klingebiel & Maria Soledad Martinez-Peria, 2001. "Is the crisis problem growing more severe?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 16(32), pages 52-82.
    21. 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.
    22. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    23. Oliner, Stephen D & Rudebusch, Glenn D, 1996. "Monetary Policy and Credit Conditions: Evidence from the Composition of External Finance: Comment," American Economic Review, American Economic Association, vol. 86(1), pages 300-309, March.
    24. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    25. Brinca, P. & Chari, V.V. & Kehoe, P.J. & McGrattan, E., 2016. "Accounting for Business Cycles," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1013-1063, Elsevier.
    26. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    27. Ohanian, Lee E. & Raffo, Andrea, 2012. "Aggregate hours worked in OECD countries: New measurement and implications for business cycles," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 40-56.
    28. Bijsterbosch, Martin & Dahlhaus, Tatjana, 2011. "Determinants of credit-less recoveries," Working Paper Series 1358, European Central Bank.
    29. Fiorella De Fiore & Harald Uhlig, 2011. "Bank Finance versus Bond Finance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(7), pages 1399-1421, October.
    30. Òscar Jordà & 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.
    31. Coricelli, Fabrizio & Roland, Isabelle, 2011. "How do credit conditions shape economic recoveries?," CEPR Discussion Papers 8325, C.E.P.R. Discussion Papers.
    32. Schularick Moritz, 2011. "140 Years of Financial Crises: Old Dog, New Tricks," Jahrbuch für Wirtschaftsgeschichte / Economic History Yearbook, De Gruyter, vol. 52(1), pages 45-68, June.
    33. Carrillo-Tudela, Carlos & Hobijn, Bart & She, Powen & Visschers, Ludo, 2016. "The extent and cyclicality of career changes: Evidence for the U.K," European Economic Review, Elsevier, vol. 84(C), pages 18-41.
    34. Tobias Adrian & Paolo Colla & Hyun Song Shin, 2012. "Which Financial Frictions? Parsing the Evidence from the Financial Crisis of 2007-9," NBER Working Papers 18335, National Bureau of Economic Research, Inc.
    35. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    36. Enrico Berkes & Ugo Panizza & Jean Louis Arcand, 2015. "Too Much Finance or Statistical Illusion: A Comment," IHEID Working Papers 12-2015, Economics Section, The Graduate Institute of International Studies.
    37. Carlstrom, Charles T & Fuerst, Timothy S, 1997. "Agency Costs, Net Worth, and Business Fluctuations: A Computable General Equilibrium Analysis," American Economic Review, American Economic Association, vol. 87(5), pages 893-910, December.
    38. Markus Poschke, 2018. "The Firm Size Distribution across Countries and Skill-Biased Change in Entrepreneurial Technology," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 1-41, July.
    39. 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.
    40. Francis, Johanna L. & Aykut, Dilek & Tereanu, Eugen, 2014. "The cost of private debt over the credit cycle," Journal of International Money and Finance, Elsevier, vol. 41(C), pages 146-181.
    41. Òscar Jordà & Moritz Schularick & Alan M Taylor, 2011. "Financial Crises, Credit Booms, and External Imbalances: 140 Years of Lessons," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 340-378, June.
    42. Fiorella De Fiore & Harald Uhlig, 2011. "Bank Finance versus Bond Finance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(7), pages 1399-1421, October.
    43. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1.
    44. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
    45. 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.
    46. 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.
    47. De Fiore, Fiorella & Raudsaar, Taavi & McCann, Fergal & Carluccio, Juan & Horny, Guillaume & Finaldi Russo, Paolo & Caruana Briffa, Elaine & Metzemakers, Paul & van der Veer, Koen & Herman, Uroš & Kar, 2013. "Corporate finance and economic activity in the euro area," Occasional Paper Series 151, European Central Bank.
    48. 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.
    49. Gerhard Bry & Charlotte Boschan, 1971. "Programmed Selection of Cyclical Turning Points," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages 7-63, National Bureau of Economic Research, Inc.
    50. Beck , Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2009. "Financial institutions and markets across countries and over time - data and analysis," Policy Research Working Paper Series 4943, The World Bank.
    51. Task Force of the Monetary Policy Committee of the ESCB & Diego Rodriguez-Palenzuela & Matthieu Darracq-Pariès & Giacomo Carboni & Annalisa Ferrando & Petra Köhler Ulbrich & Marie-Denise Zachary & Fel, 2013. "Corporate finance and economic activity in the euro area," Occasional Paper Series 151, European Central Bank.
    52. Hyun Song Shin, 2012. "Global Banking Glut and Loan Risk Premium," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(2), pages 155-192, July.
    53. Mr. Julien Allard & Mr. Rodolphe Blavy, 2011. "Market Phoenixes and Banking Ducks Are Recoveries Faster in Market-Based Financial Systems?," IMF Working Papers 2011/213, International Monetary Fund.
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    2. Iwata, Kazumasa & Jean, Sébastien & Kastrop, Christian & Loewald, Chris & Véron, Nicolas, 2018. "T20 resilience and inclusive growth," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-10.
    3. Stéphane Lhuissier & Urszula Szczerbowicz, 2022. "Monetary Policy and Corporate Debt Structure," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(3), pages 497-515, June.
    4. Thomas Drechsel, 2023. "Earnings-Based Borrowing Constraints and Macroeconomic Fluctuations," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 1-34, April.
    5. Thomas Brand & Fabien Tripier, 2021. "Risk Shocks and Divergence between the Euro Area and the US in the Aftermath of the Great Recession," Annals of Economics and Statistics, GENES, issue 143, pages 137-163.
    6. Martins, Manuel M.F. & Verona, Fabio, 2021. "Bond vs. bank finance and the Great Recession," Finance Research Letters, Elsevier, vol. 39(C).
    7. Sam Langfield & Marco Pagano, 2016. "Bank bias in Europe: effects on systemic risk and growth," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(85), pages 51-106.
    8. Joost Bats, 2020. "Corporates dependence on banks: The impact of ECB corporate sector purchases," Working Papers 667, DNB.
    9. Jorge Fernández B. & Fernando Pino M. & María Ignacia Valencia B., 2021. "Liquidez del sector corporativo chileno: estimación de disponibilidad de caja bajo escenarios de estrés," Working Papers Central Bank of Chile 926, Central Bank of Chile.
    10. Thomas GRJEBINE & Urszula SZCZERBOWICZ & Fabien TRIPIER, 2018. "Corporate debt structure and economic recoveries: a cross-country analysis," Rue de la Banque, Banque de France, issue 63, June.
    11. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2021. "How common are credit-less recoveries? Firm-level evidence on the role of financial markets in crisis recovery," Journal of Corporate Finance, Elsevier, vol. 69(C).
    12. Kanwal Iqbal Khan & Faisal Qadeer & Mário Nuno Mata & Rui Miguel Dantas & João Xavier Rita & Jéssica Nunes Martins, 2021. "Debt Market Trends and Predictors of Specialization: An Analysis of Pakistani Corporate Sector," JRFM, MDPI, vol. 14(5), pages 1-16, May.
    13. Simon Schumacher & Stephan Paul, 2017. "Capital Markets Union – Promising Prospects for Corporate Financing?," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 289-304, August.
    14. Cappiello, Lorenzo & Holm-Hadulla, Fédéric & Maddaloni, Angela & Mayordomo, Sergio & Unger, Robert & Arts, Laura & Meme, Nicolas & Asimakopoulos, Ioannis & Migiakis, Petros & Behrens, Caterina & Moura, 2021. "Non-bank financial intermediation in the euro area: implications for monetary policy transmission and key vulnerabilities," Occasional Paper Series 270, European Central Bank.
    15. Holm-Hadulla, Fédéric & Thürwächter, Claire, 2021. "Heterogeneity in corporate debt structures and the transmission of monetary policy," European Economic Review, Elsevier, vol. 136(C).
    16. Feiner Solís, Sara, 2021. "The effectiveness and risks of loose monetary policy under financialisation," IPE Working Papers 159/2021, Berlin School of Economics and Law, Institute for International Political Economy (IPE).
    17. Poeschl, Johannes, 2023. "Corporate debt maturity and investment over the business cycle," European Economic Review, Elsevier, vol. 152(C).
    18. Jelena Zivanovic, 2019. "Corporate Debt Composition and Business Cycles," Staff Working Papers 19-5, Bank of Canada.
    19. Kanwal Iqbal Khan & Faisal Qadeer & Mário Nuno Mata & José Chavaglia Neto & Qurat ul An Sabir & Jéssica Nunes Martins & José António Filipe, 2021. "Core Predictors of Debt Specialization: A New Insight to Optimal Capital Structure," Mathematics, MDPI, vol. 9(9), pages 1-25, April.

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    More about this item

    Keywords

    Corporate Debt; Bonds Markets; Banking; Business Cycles; Recovery; Financial Frictions.;
    All these keywords.

    JEL classification:

    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates
    • G1 - Financial Economics - - General Financial Markets
    • G2 - Financial Economics - - Financial Institutions and Services

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