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Heterogeneity in capital structure adjustment revisited: Default versus non-default firms and short versus long time horizon

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  • Ruwani Fernando, Jayasuriya Mahapatabendige
  • Li, Leon
  • Hou, Greg
Abstract
This paper reexamines the issue of the heterogeneity of the speed of capital structure adjustment in firms. In contrast to previously documented contemporaneous results, we test the issue by making a distinction between default and non-default firms and employ two measures of the speed of adjustment (cumulative versus marginal). Our empirical results show that the speed of adjustment is non-uniform across firms and over time. In particular, default firms are associated with a higher speed of adjustment than non-default firms. The completion of leverage adjustment takes multiple periods. The marginal speed of adjustment accelerates from the beginning period to the end period, which is consistent with the anchoring and adjustment bias heuristic. Our empirical results are robust to using a book/market leverage, a two-/one-step estimation approach as well as the consideration of panel length, non-financial debt, zero-leverage firms, and endogeneity.

Suggested Citation

  • Ruwani Fernando, Jayasuriya Mahapatabendige & Li, Leon & Hou, Greg, 2021. "Heterogeneity in capital structure adjustment revisited: Default versus non-default firms and short versus long time horizon," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 185-204.
  • Handle: RePEc:eee:reveco:v:76:y:2021:i:c:p:185-204
    DOI: 10.1016/j.iref.2021.06.001
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    as
    1. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    2. Gilson, Stuart C, 1997. "Transactions Costs and Capital Structure Choice: Evidence from Financially Distressed Firms," Journal of Finance, American Finance Association, vol. 52(1), pages 161-196, March.
    3. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    4. Casey Dougal & Joseph Engelberg & Christopher A. Parsons & Edward D. Van Wesep, 2015. "Anchoring on Credit Spreads," Journal of Finance, American Finance Association, vol. 70(3), pages 1039-1080, June.
    5. Hammad Siddiqi, 2018. "Anchoring-Adjusted Capital Asset Pricing Model," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 19(3), pages 249-270, July.
    6. Soku Byoun, 2008. "How and When Do Firms Adjust Their Capital Structures toward Targets?," Journal of Finance, American Finance Association, vol. 63(6), pages 3069-3096, December.
    7. Cook, Douglas O. & Tang, Tian, 2010. "Macroeconomic conditions and capital structure adjustment speed," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 73-87, February.
    8. Dang, Viet Anh, 2013. "An empirical analysis of zero-leverage firms: New evidence from the UK," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 189-202.
    9. Wolfgang Drobetz & Dirk C. Schilling & Henning Schröder, 2015. "Heterogeneity in the Speed of Capital Structure Adjustment across Countries and over the Business Cycle," European Financial Management, European Financial Management Association, vol. 21(5), pages 936-973, November.
    10. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, August.
    11. Ralf Elsas & Mark J. Flannery & Jon A. Garfinkel, 2014. "Financing Major Investments: Information about Capital Structure Decisions," Review of Finance, European Finance Association, vol. 18(4), pages 1341-1386.
    12. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    13. Wolfgang Drobetz & Gabrielle Wanzenried, 2006. "What determines the speed of adjustment to the target capital structure?," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 941-958.
    14. Sheridan Titman & Sergey Tsyplakov, 2007. "A Dynamic Model of Optimal Capital Structure," Review of Finance, European Finance Association, vol. 11(3), pages 401-451.
    15. Yin, Qie Ellie & Ritter, Jay R., 2020. "The Speed of Adjustment to the Target Market Value Leverage Is Slower Than You Think," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(6), pages 1946-1977, September.
    16. Shiller, Robert J., 1999. "Human behavior and the efficiency of the financial system," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 20, pages 1305-1340, Elsevier.
    17. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    18. Jorion, Philippe & Zhang, Gaiyan, 2007. "Good and bad credit contagion: Evidence from credit default swaps," Journal of Financial Economics, Elsevier, vol. 84(3), pages 860-883, June.
    19. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    20. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    21. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    22. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    23. Douglas Gale & Piero Gottardi, 2011. "Bankruptcy, Finance Constraints, and the Value of the Firm," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 1-37, May.
    24. Ralf Elsas & David Florysiak, 2011. "Heterogeneity in the Speed of Adjustment toward Target Leverage," International Review of Finance, International Review of Finance Ltd., vol. 11(2), pages 181-211, June.
    25. Hovakimian, Armen & Li, Guangzhong, 2011. "In search of conclusive evidence: How to test for adjustment to target capital structure," Journal of Corporate Finance, Elsevier, vol. 17(1), pages 33-44, February.
    26. 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.
    27. Huang, Yu-Li & Shen, Chung-Hua, 2015. "Cross-country variations in capital structure adjustment—The role of credit ratings," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 277-294.
    28. 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.
    29. Ivo Welch, 2011. "Two Common Problems in Capital Structure Research: The Financial‐Debt‐To‐Asset Ratio and Issuing Activity Versus Leverage Changes," International Review of Finance, International Review of Finance Ltd., vol. 11(1), pages 1-17, March.
    30. Heshmati, Almas, 2001. "The Dynamics of Capital Structure: Evidence from Swedish Micro and Small Firms," SSE/EFI Working Paper Series in Economics and Finance 0440, Stockholm School of Economics.
    31. 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.
    32. Devos, Erik & Rahman, Shofiqur & Tsang, Desmond, 2017. "Debt covenants and the speed of capital structure adjustment," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 1-18.
    33. Li, Leon & Faff, Robert, 2019. "Predicting corporate bankruptcy: What matters?," International Review of Economics & Finance, Elsevier, vol. 62(C), pages 1-19.
    34. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    35. Chang, Ya-Kai & Chou, Robin K. & Huang, Tai-Hsin, 2014. "Corporate governance and the dynamics of capital structure: New evidence," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 374-385.
    36. Zhou, Qing & Tan, Kelvin Jui Keng & Faff, Robert & Zhu, Yushu, 2016. "Deviation from target capital structure, cost of equity and speed of adjustment," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 99-120.
    37. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2012. "Asymmetric capital structure adjustments: New evidence from dynamic panel threshold models," Journal of Empirical Finance, Elsevier, vol. 19(4), pages 465-482.
    38. Leon Li & Carl Chen, 2018. "The domino effect of credit defaults: test of asymmetric default correlations using realised default data," Applied Economics, Taylor & Francis Journals, vol. 50(44), pages 4803-4813, September.
    39. Markku Kaustia & Eeva Alho & Vesa Puttonen, 2008. "How Much Does Expertise Reduce Behavioral Biases? The Case of Anchoring Effects in Stock Return Estimates," Financial Management, Financial Management Association International, vol. 37(3), pages 391-412, September.
    40. 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.
    41. Huang, Ronghong & Tan, Kelvin Jui Keng & Faff, Robert W., 2016. "CEO overconfidence and corporate debt maturity," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 93-110.
    42. de Miguel, Alberto & Pindado, Julio, 2001. "Determinants of capital structure: new evidence from Spanish panel data," Journal of Corporate Finance, Elsevier, vol. 7(1), pages 77-99, March.
    43. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    44. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    45. Altinkilic, Oya & Hansen, Robert S, 2000. "Are There Economies of Scale in Underwriting Fees? Evidence of Rising External Financing Costs," The Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 191-218.
    46. Hovakimian, Armen, 2006. "Are Observed Capital Structures Determined by Equity Market Timing?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 221-243, March.
    47. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    48. repec:bla:jfinan:v:44:y:1989:i:1:p:19-40 is not listed on IDEAS
    49. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    50. Jalilvand, Abolhassan & Harris, Robert S, 1984. "Corporate Behavior in Adjusting to Capital Structure and Dividend Targets: An Econometric Study," Journal of Finance, American Finance Association, vol. 39(1), pages 127-145, March.
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    More about this item

    Keywords

    Capital structure; Speed of adjustment; Default firms; Cumulative adjustment; Marginal adjustment;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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