IDEAS home Printed from https://ideas.repec.org/p/bis/biswps/928.html
   My bibliography  Save this paper

Debt specialisation and diversification: International evidence

Author

Listed:
  • Gregory Duffee
  • Peter Hördahl

Abstract

We uncover a strong U-shape in bond financing by US firms. Firms with total debt in the range of $10 million to $100 million tend to use much less bond financing relative to loan financing than do firms with more or less total debt. There is no corresponding U-shape in less-developed Asian markets, while the advanced markets of Hong Kong SAR and Korea are in the middle. These patterns, and more generally the cross-firm variation in firms' use of bond financing relative to financing through loan facilities, are largely unrelated to either credit quality or monitoring effectiveness. This suggests that market segmentation is more likely. Finally, we find evidence of debt diversification by highly-leveraged firms.

Suggested Citation

  • Gregory Duffee & Peter Hördahl, 2021. "Debt specialisation and diversification: International evidence," BIS Working Papers 928, Bank for International Settlements.
  • Handle: RePEc:bis:biswps:928
    as

    Download full text from publisher

    File URL: https://www.bis.org/publ/work928.pdf
    File Function: Full PDF document
    Download Restriction: no

    File URL: https://www.bis.org/publ/work928.htm
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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, pages 2181-2235.
    2. Simon H. Kwan & Willard T. Carleton, 2010. "Financial Contracting and the Choice between Private Placement and Publicly Offered Bonds," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(5), pages 907-929, August.
    3. Gatev, Evan & Strahan, Philip E., 2009. "Liquidity risk and syndicate structure," Journal of Financial Economics, Elsevier, vol. 93(3), pages 490-504, September.
    4. Ramona Jimborean, 2018. "What Drives Private Non Financial Sector Borrowing in Emerging Market Economies?," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 503-504, pages 143-161.
    5. Anil K. Kashyap & Raghuram Rajan & Jeremy C. Stein, 2002. "Banks as Liquidity Providers: An Explanation for the Coexistence of Lending and Deposit‐taking," Journal of Finance, American Finance Association, vol. 57(1), pages 33-73, February.
    6. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    7. Simon H. Kwan & Willard T. Carleton, 2010. "Financial Contracting and the Choice between Private Placement and Publicly Offered Bonds," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(5), pages 907-929, August.
    8. Bo Becker & Jens Josephson, 2016. "Insolvency Resolution and the Missing High-Yield Bond Markets," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2814-2849.
    9. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    10. Michael Chui & Ingo Fender & Vladyslav Sushko, 2014. "Risks related to EME corporate balance sheets: the role of leverage and currency mismatch," BIS Quarterly Review, Bank for International Settlements, September.
    11. 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.
    12. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    13. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    14. Matteo Arena, 2011. "The corporate choice between public debt, bank loans, traditional private debt placements, and 144A debt issues," Review of Quantitative Finance and Accounting, Springer, vol. 36(3), pages 391-416, April.
    15. Joshua D. Rauh & Amir Sufi, 2010. "Capital Structure and Debt Structure," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4242-4280, December.
    16. Fan, Joseph P.H. & Wei, K.C. John & Xu, Xinzhong, 2011. "Corporate finance and governance in emerging markets: A selective review and an agenda for future research," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 207-214, April.
    17. Prilmeier, Robert & Stulz, Rene M., 2019. "Securities Laws and the Choice Between Loans and Bonds for Highly Levered Firms," Working Paper Series 2019-01, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    18. Evan Gatev & Philip E. Strahan, 2006. "Banks' Advantage in Hedging Liquidity Risk: Theory and Evidence from the Commercial Paper Market," Journal of Finance, American Finance Association, vol. 61(2), pages 867-892, April.
    19. Johnson, Shane A., 1997. "An Empirical Analysis of the Determinants of Corporate Debt Ownership Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(1), pages 47-69, March.
    20. Becker, Bo & Ivashina, Victoria, 2016. "Covenant-Light Contracts And Creditor Coordination," Working Paper Series 325, Sveriges Riksbank (Central Bank of Sweden).
    21. Roberts, Michael R. & Sufi, Amir, 2009. "Renegotiation of financial contracts: Evidence from private credit agreements," Journal of Financial Economics, Elsevier, vol. 93(2), pages 159-184, August.
    22. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    23. 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.
    24. Denis, David J. & Mihov, Vassil T., 2003. "The choice among bank debt, non-bank private debt, and public debt: evidence from new corporate borrowings," Journal of Financial Economics, Elsevier, vol. 70(1), pages 3-28, October.
    25. Michael Bradley & Michael R. Roberts, 2015. "The Structure and Pricing of Corporate Debt Covenants," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-37.
    26. Mark Carey & Mitch Post & Steven A. Sharpe, 1998. "Does Corporate Lending by Banks and Finance Companies Differ? Evidence on Specialization in Private Debt Contracting," Journal of Finance, American Finance Association, vol. 53(3), pages 845-878, June.
    27. Fenn, George W., 2000. "Speed of issuance and the adequacy of disclosure in the 144A high-yield debt market," Journal of Financial Economics, Elsevier, vol. 56(3), pages 383-405, June.
    28. Blackwell, David W. & Kidwell, David S., 1988. "An investigation of cost differences between public sales and private placements of debt," Journal of Financial Economics, Elsevier, vol. 22(2), pages 253-278, December.
    Full references (including those not matched with items on IDEAS)

    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. Isin, Adnan Anil, 2018. "Tax avoidance and cost of debt: The case for loan-specific risk mitigation and public debt financing," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 344-378.
    2. 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.
    3. Daniel Tut, 2022. "Debt dynamic, debt dispersion and corporate governance," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 19(4), pages 744-771, July.
    4. Daniševská, P. & de Jong, A. & Verbeek, M.J.C.M., 2004. "Do Banks Influence the Capital Structure Choices of Firms?," ERIM Report Series Research in Management ERS-2004-040-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    5. Jason Roderick Donaldson & Giorgia Piacentino & Anjan Thakor, 2021. "Intermediation Variety," Journal of Finance, American Finance Association, vol. 76(6), pages 3103-3152, December.
    6. Akdoğu, Evrim & Alp Paukowits, Aysun, 2022. "Supply of credit and corporate bond covenants," Journal of Corporate Finance, Elsevier, vol. 72(C).
    7. Mehdi Nekhili, 1999. "Le choix du type et de la maturité de la dette par les firmes françaises," Revue Finance Contrôle Stratégie, revues.org, vol. 2(3), pages 179-206, September.
    8. Meneghetti, Costanza, 2012. "Managerial Incentives and the Choice between Public and Bank Debt," Journal of Corporate Finance, Elsevier, vol. 18(1), pages 65-91.
    9. Kang, Di & Zhuang, Zhuang, 2019. "Should companies care who their lender is? Evidence from loan covenants," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    10. Ron Christian Antonczyk & Wolfgang Breuer & Astrid Juliane Salzmann, 2014. "Long-Term Orientation and Relationship Lending: A Cross-Cultural Study on the Effect of Time Preferences on the Choice of Corporate Debt," Management International Review, Springer, vol. 54(3), pages 381-415, June.
    11. Boubaker, Sabri & Saffar, Walid & Sassi, Syrine, 2018. "Product market competition and debt choice," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 204-224.
    12. Gwatidzo, Tendai & Ojah, Kalu, 2014. "Firms’ debt choice in Africa: Are institutional infrastructure and non-traditional determinants important?," International Review of Financial Analysis, Elsevier, vol. 31(C), pages 152-166.
    13. Amir Kermani & Yueran Ma, 2020. "Two Tales of Debt," NBER Working Papers 27641, National Bureau of Economic Research, Inc.
    14. Kalu Ojah & Justo Manrique, 2005. "Determinants of corporate debt structure in a privately dominated debt market: a study of the Spanish capital market," Applied Financial Economics, Taylor & Francis Journals, vol. 15(7), pages 455-468.
    15. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    16. Davydov, Denis & Nikkinen, Jussi & Vähämaa, Sami, 2014. "Does the decision to issue public debt affect firm valuation? Russian evidence," Emerging Markets Review, Elsevier, vol. 20(C), pages 136-151.
    17. Simon H. Kwan & Willard T. Carleton, 2010. "Financial Contracting and the Choice between Private Placement and Publicly Offered Bonds," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(5), pages 907-929, August.
    18. Sergey Chernenko & Isil Erel & Robert Prilmeier, 2019. "Why Do Firms Borrow Directly from Nonbanks?," NBER Working Papers 26458, National Bureau of Economic Research, Inc.
    19. Leming Lin, 2016. "Collateral and the Choice Between Bank Debt and Public Debt," Management Science, INFORMS, vol. 62(1), pages 111-127, January.
    20. Pessarossi, Pierre & Weill, Laurent, 2013. "Choice of corporate debt in China: The role of state ownership," China Economic Review, Elsevier, vol. 26(C), pages 1-16.

    More about this item

    Keywords

    corporate bonds; capital structure; firm financing; debt specialisation; debt diversification;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:bis:biswps:928. 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: Christian Beslmeisl (email available below). General contact details of provider: https://edirc.repec.org/data/bisssch.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.