IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v166y2024ics0378426624001365.html
   My bibliography  Save this article

Corporate bankruptcy and banking deregulation: The effect of financial leverage

Author

Listed:
  • Cathcart, Lara
  • Dufour, Alfonso
  • Rossi, Ludovico
  • Varotto, Simone

Abstract

We investigate the impact of deregulation-induced banking competition on corporate credit risk. Although banking competition does not, on average, affect corporate bankruptcy rates, we find that it causes corporate bankruptcies to increase significantly for high-leverage firms. We show that higher borrowing costs for high-leverage firms post-deregulation and the resulting credit rationing may be key factors behind our findings. The effect of deregulation lasts for up to seven years after the introduction of deregulation and originates mainly from firms that have high short-term debt and are financially constrained. Our results suggest that banking competition, which is expected to expand lending and reduce its cost, may, in fact, create more challenging credit conditions, particularly for firms that are more heavily dependent on external funding.

Suggested Citation

  • Cathcart, Lara & Dufour, Alfonso & Rossi, Ludovico & Varotto, Simone, 2024. "Corporate bankruptcy and banking deregulation: The effect of financial leverage," Journal of Banking & Finance, Elsevier, vol. 166(C).
  • Handle: RePEc:eee:jbfina:v:166:y:2024:i:c:s0378426624001365
    DOI: 10.1016/j.jbankfin.2024.107219
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426624001365
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbankfin.2024.107219?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Joseph P. Romano & Michael Wolf, 2005. "Stepwise Multiple Testing as Formalized Data Snooping," Econometrica, Econometric Society, vol. 73(4), pages 1237-1282, July.
    2. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    3. Yili Lian, 2018. "Bank competition and the cost of bank loans," Review of Quantitative Finance and Accounting, Springer, vol. 51(1), pages 253-282, July.
    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. Gormley, Todd & Gupta, Nandini & Jha, Anand, 2018. "Quiet Life No More? Corporate Bankruptcy and Bank Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(2), pages 581-611, April.
    6. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    7. Demerjian, Peter R. & Owens, Edward L., 2016. "Measuring the probability of financial covenant violation in private debt contracts," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 433-447.
    8. Prilmeier, Robert, 2017. "Why do loans contain covenants? Evidence from lending relationships," Journal of Financial Economics, Elsevier, vol. 123(3), pages 558-579.
    9. Christopher A. Hennessy & Toni M. Whited, 2007. "How Costly Is External Financing? Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 62(4), pages 1705-1745, August.
    10. Zhiguo He & Wei Xiong, 2012. "Rollover Risk and Credit Risk," Journal of Finance, American Finance Association, vol. 67(2), pages 391-430, April.
    11. Zarutskie, Rebecca, 2006. "Evidence on the effects of bank competition on firm borrowing and investment," Journal of Financial Economics, Elsevier, vol. 81(3), pages 503-537, September.
    12. Ornelas, José Renato Haas & da Silva, Marcos Soares & Van Doornik, Bernardus Ferdinandus Nazar, 2022. "Informational switching costs, bank competition, and the cost of finance," Journal of Banking & Finance, Elsevier, vol. 138(C).
    13. Liangliang Jiang & Ross Levine & Chen Lin, 2016. "Competition and Bank Opacity," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1911-1942.
    14. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    15. 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.
    16. Santiago Carbó-Valverde & Francisco Rodríguez-Fernández & Gregory F. Udell, 2009. "Bank Market Power and SME Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 309-340.
    17. Goetz, Martin R. & Laeven, Luc & Levine, Ross, 2016. "Does the geographic expansion of banks reduce risk?," Journal of Financial Economics, Elsevier, vol. 120(2), pages 346-362.
    18. Ryan, Robert M. & O’Toole, Conor M. & McCann, Fergal, 2014. "Does bank market power affect SME financing constraints?," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 495-505.
    19. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    20. Astrid A. Dick, 2006. "Nationwide Branching and Its Impact on Market Structure, Quality, and Bank Performance," The Journal of Business, University of Chicago Press, vol. 79(2), pages 567-592, March.
    21. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    22. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    23. Tobias Berg & Anthony Saunders & Sascha Steffen, 2016. "The Total Cost of Corporate Borrowing in the Loan Market: Don't Ignore the Fees," Journal of Finance, American Finance Association, vol. 71(3), pages 1357-1392, June.
    24. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    25. 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.
    26. Berger, Elizabeth A. & Butler, Alexander W. & Hu, Edwin & Zekhnini, Morad, 2021. "Financial integration and credit democratization: Linking banking deregulation to economic growth," Journal of Financial Intermediation, Elsevier, vol. 45(C).
    27. Michael Schwert, 2018. "Bank Capital and Lending Relationships," Journal of Finance, American Finance Association, vol. 73(2), pages 787-830, April.
    28. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    29. Cetorelli, Nicola, 2004. "Real Effects of Bank Competition," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 543-558, June.
    30. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    31. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    32. Jiang, Liangliang & Levine, Ross & Lin, Chen, 2019. "Competition and Bank Liquidity Creation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(2), pages 513-538, April.
    33. 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.
    34. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    35. Jiang, Tianjiao & Levine, Ross & Lin, Chen & Wei, Lai, 2020. "Bank deregulation and corporate risk," Journal of Corporate Finance, Elsevier, vol. 60(C).
    36. 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.
    37. Paola Sapienza, 2002. "The Effects of Banking Mergers on Loan Contracts," Journal of Finance, American Finance Association, vol. 57(1), pages 329-367, February.
    38. Peisen Liu & Houjian Li & Shoujun Huang, 2018. "Bank competition and the cost of debt: the role of state ownership and firm size," Applied Economics Letters, Taylor & Francis Journals, vol. 25(13), pages 951-957, July.
    39. Huang, Rocco R., 2008. "Evaluating the real effect of bank branching deregulation: Comparing contiguous counties across US state borders," Journal of Financial Economics, Elsevier, vol. 87(3), pages 678-705, March.
    40. Randall S. Kroszner & Philip E. Strahan, 1999. "What Drives Deregulation? Economics and Politics of the Relaxation of Bank Branching Restrictions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1437-1467.
    41. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    42. Sudheer Chava & Catalina Stefanescu & Stuart Turnbull, 2011. "Modeling the Loss Distribution," Management Science, INFORMS, vol. 57(7), pages 1267-1287, July.
    43. Karthik Krishnan & Debarshi K. Nandy & Manju Puri, 2015. "Does Financing Spur Small Business Productivity? Evidence from a Natural Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 28(6), pages 1768-1809.
    44. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    45. Chong, Terence Tai-Leung & Lu, Liping & Ongena, Steven, 2013. "Does banking competition alleviate or worsen credit constraints faced by small- and medium-sized enterprises? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3412-3424.
    46. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    47. Romano, Joseph P. & Wolf, Michael, 2016. "Efficient computation of adjusted p-values for resampling-based stepdown multiple testing," Statistics & Probability Letters, Elsevier, vol. 113(C), pages 38-40.
    48. Donald P. Morgan & Bertrand Rime & Philip E. Strahan, 2004. "Bank Integration and State Business Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1555-1584.
    49. García, Diego & Norli, Øyvind, 2012. "Geographic dispersion and stock returns," Journal of Financial Economics, Elsevier, vol. 106(3), pages 547-565.
    50. Sudheer Chava & Robert A. Jarrow, 2008. "Bankruptcy Prediction with Industry Effects," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 21, pages 517-549, World Scientific Publishing Co. Pte. Ltd..
    51. Berger, Allen N. & Chen, Ruiyuan (Ryan) & El Ghoul, Sadok & Guedhami, Omrane, 2020. "Who wins and who loses from bank geographic deregulation? Analysis of financially constrained and unconstrained firms," Journal of Corporate Finance, Elsevier, vol. 65(C).
    52. Manthos D. Delis & Sotirios Kokas & Steven Ongena, 2017. "Bank Market Power and Firm Performance," Review of Finance, European Finance Association, vol. 21(1), pages 299-326.
    53. Chava, Sudheer & Oettl, Alexander & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2013. "Banking deregulation and innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 759-774.
    54. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    55. Nishant Dass & Massimo Massa, 2011. "The Impact of a Strong Bank-Firm Relationship on the Borrowing Firm," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1204-1260.
    56. Traczynski, Jeffrey, 2017. "Firm Default Prediction: A Bayesian Model-Averaging Approach," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 1211-1245, June.
    57. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    58. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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. Jiang, Tianjiao & Levine, Ross & Lin, Chen & Wei, Lai, 2020. "Bank deregulation and corporate risk," Journal of Corporate Finance, Elsevier, vol. 60(C).
    2. Berger, Allen N. & Molyneux, Phil & Wilson, John O.S., 2020. "Banks and the real economy: An assessment of the research," Journal of Corporate Finance, Elsevier, vol. 62(C).
    3. Berger, Allen N. & Chen, Ruiyuan (Ryan) & El Ghoul, Sadok & Guedhami, Omrane, 2020. "Who wins and who loses from bank geographic deregulation? Analysis of financially constrained and unconstrained firms," Journal of Corporate Finance, Elsevier, vol. 65(C).
    4. Li, Bo & Cheng, Yue & Tian, Guangning, 2024. "Bank competition and firm asset- debt maturity mismatch: Evidence from the SMEs in China," Research in International Business and Finance, Elsevier, vol. 69(C).
    5. Dang, Viet Anh & Lee, Edward & Liu, Yangke & Zeng, Cheng, 2022. "Bank deregulation and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 72(C).
    6. Li, Shengfeng & Han, Liang & Mi, Biao, 2024. "The effects of banking market structure on corporate cash holdings and the value of cash," Journal of Empirical Finance, Elsevier, vol. 75(C).
    7. Shofiqur Rahman, 2020. "Credit supply and capital structure adjustments," Financial Management, Financial Management Association International, vol. 49(4), pages 949-972, December.
    8. Mi, Biao & Zhang, Luqiao & Han, Liang & Shen, Yun, 2024. "Bank market power and financial reporting quality," Journal of Corporate Finance, Elsevier, vol. 84(C).
    9. Chu, Yongqiang, 2018. "Banking deregulation and credit supply: Distinguishing the balance sheet and the competition channels," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 102-119.
    10. Chronopoulos, Dimitris K. & Johari, Edie Erman Che & Scholtens, Bert & Sobiech, Anna L. & Wilson, John O.S. & Yilmaz, Muhammed H., 2023. "Competition and bank dividends," Journal of International Money and Finance, Elsevier, vol. 137(C).
    11. Berger, Allen N. & El Ghoul, Sadok & Guedhami, Omrane & Roman, Raluca A., 2022. "Geographic deregulation and banks’ cost of equity capital," Journal of International Money and Finance, Elsevier, vol. 120(C).
    12. Wang, Xiaodong & Han, Liang & Huang, Xing, 2020. "Bank market power and SME finance: Firm-bank evidence from European countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 64(C).
    13. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    14. Karakaya, Neslihan & Michalski, Tomasz K. & Örs, Evren, 2022. "Banking integration and growth: Role of banks' previous industry exposure," Journal of Financial Intermediation, Elsevier, vol. 49(C).
    15. Segev, Nimrod & Schaffer, Matthew, 2020. "Monetary policy, bank competition and regional credit cycles: Evidence from a quasi-natural experiment," Journal of Corporate Finance, Elsevier, vol. 64(C).
    16. W. Blake Marsh & Rajdeep Sengupta, 2017. "Competition and Bank Fragility," Research Working Paper RWP 17-6, Federal Reserve Bank of Kansas City.
    17. Florian Leon, 2015. "What do we know about the role of bank competition in Africa?," CERDI Working papers halshs-01164864, HAL.
    18. Berger, Elizabeth A. & Butler, Alexander W. & Hu, Edwin & Zekhnini, Morad, 2021. "Financial integration and credit democratization: Linking banking deregulation to economic growth," Journal of Financial Intermediation, Elsevier, vol. 45(C).
    19. Hasan, Iftekhar & Shen, Yi & Yuan, Xiaojing, 2021. "Local product market competition and bank loans," Journal of Corporate Finance, Elsevier, vol. 70(C).
    20. Duran, Miguel A., 2022. "The risk–return relation in the corporate loan market," The North American Journal of Economics and Finance, Elsevier, vol. 60(C).

    More about this item

    Keywords

    Banking deregulation; Banking competition; Bankruptcy risk; Debt maturity; Financial constraints; Financial leverage;
    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
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

    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:eee:jbfina:v:166:y:2024:i:c:s0378426624001365. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbf .

    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.