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Capital Structure of Borrowers and Lenders: An Empirical Analysis

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  • Dzhamalova, Valeriia

    (Knut Wicksell Centre for Financial Studies, Lund University)

Abstract

This paper analyses the effect of the capital structure of lenders on the capital structure of their borrowers. We provide new evidence on the capital structure determinants of non-financial firms and contribute to the discussion on the effect of the financial sector on the real economy. Using syndicated loan contracts, we identify the most important lenders for each borrower and construct a proxy for the borrower’s banking network. Keeping the effect of size, tangibility, market to book, profitability, and risk fixed, we find that a 1 percentage point increase in the average of lenders’ leverage leads to an increase of 12 basis points in borrowers’ leverage. The positive effect of lenders’ leverage on the leverage of their borrowers implies that further deleveraging of the financial sector may lead to less indebtedness and vulnerability of the real economy. We also find evidence that macroeconomic variables, such as GDP growth and inter-bank short-term interest rates, have explanatory power for the leverage of non-financial companies.

Suggested Citation

  • Dzhamalova, Valeriia, 2016. "Capital Structure of Borrowers and Lenders: An Empirical Analysis," Knut Wicksell Working Paper Series 2016/1, Lund University, Knut Wicksell Centre for Financial Studies.
  • Handle: RePEc:hhs:luwick:2016_001
    Note: Full text versions of the paper: http://www.lusem.lu.se/media/kwc/working-papers/2016/kwc-wp-2016-1.pdf
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    References listed on IDEAS

    as
    1. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    2. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    3. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    4. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    5. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    6. Douglas W. Diamond & Raghuram G. Rajan, 2000. "A Theory of Bank Capital," Journal of Finance, American Finance Association, vol. 55(6), pages 2431-2465, December.
    7. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    8. John R. Graham & Mark T. Leary & Michael R. Roberts, 2013. "A Century of Capital Structure: The Leveraging of Corporate America," NBER Chapters, in: New Perspectives on Corporate Capital Structure, National Bureau of Economic Research, Inc.
    9. Reint Gropp & Florian Heider, 2010. "The Determinants of Bank Capital Structure," Review of Finance, European Finance Association, vol. 14(4), pages 587-622.
    10. Weiss, Lawrence A., 1990. "Bankruptcy resolution: Direct costs and violation of priority of claims," Journal of Financial Economics, Elsevier, vol. 27(2), pages 285-314, October.
    11. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    12. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    13. 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.
    14. Kraus, Alan & Litzenberger, Robert H, 1973. "A State-Preference Model of Optimal Financial Leverage," Journal of Finance, American Finance Association, vol. 28(4), pages 911-922, September.
    15. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    16. Katerina Simons, 1993. "Why do banks syndicate loans?," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 45-52.
    17. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    18. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    19. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    20. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    21. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    22. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    23. Korajczyk, Robert A. & Levy, Amnon, 2003. "Capital structure choice: macroeconomic conditions and financial constraints," Journal of Financial Economics, Elsevier, vol. 68(1), pages 75-109, April.
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    More about this item

    Keywords

    Capital structure; Capital regulation; Bank; Borrowers;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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