Hostname: page-component-78c5997874-t5tsf Total loading time: 0 Render date: 2024-11-15T12:38:41.324Z Has data issue: false hasContentIssue false

Bank Interventions and Trade Credit: Evidence from Debt Covenant Violations

Published online by Cambridge University Press:  19 September 2018

Abstract

This study examines the consequences of conflicts between creditors. Using the setting of debt covenant violations, I employ a regression discontinuity design to identify the effect of banks’ interventions on their borrowers’ trade credit. The results show that trade credit experiences a substantial decline when banks intervene in the borrowing firm following covenant violations. The decline is mitigated by the presence of dependent suppliers and exacerbated by banks’ incentives to exercise control rights. Such externalities are reflected in the loan-contract design. Borrowing firms sign less restrictive loan contracts when they rely more on trade credit or trade creditors.

Type
Research Article
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2018 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Footnotes

1

I am grateful to my dissertation committee members Vidhan Goyal (chair), Sudipto Dasgupta, Kasper Nielsen, and Tai-Yuan Chen for helpful advice and discussions. This article also benefited from constructive comments from Heitor Almeida (the referee), Utpal Bhattacharya, Jie Deng, David Denis, Pengjie Gao, Guojun He, Kai Li, Oliver Li, Ruicong Li, Weikai Li, Yupeng Lin, Laura Liu, Xuewen Liu, Mark Loewenstein, Fangyuan Ma, Paul Malatesta (the editor), Abhiroop Mukherjee, Jun Qian, Rik Sen, Stephen Sun, Sheridan Titman, Baolian Wang, Wei Wang, Fan Yu, and seminar participants at the 2014 Australasian Finance and Banking Conference, 2014 Financial Management Association Asian Conference Doctoral Consortium, 2014 Summer Institute of Finance Conference, 2015 China International Conference in Finance, City University of Hong Kong, Hong Kong University of Science and Technology, University of Kansas, Kobe University, Peking University, Shanghai Advanced Institute of Finance, and Zhejiang University. A previous version of this paper circulated under the title “Debt Covenant Violations and Trade Credit.” I acknowledge financial support from the start-up grant of the City University of Hong Kong (Project Number 7200490).

References

Almeida, H., and Philippon, T.. “The Risk-Adjusted Cost of Financial Distress.” Journal of Finance, 62 (2007), 25572586.Google Scholar
Appel, I. R.; Gormley, T. A.; and Keim, D. B.. “Passive Investors, Not Passive Owners.” Journal of Financial Economics, 121 (2016), 111141.Google Scholar
Banerjee, S.; Dasgupta, S.; and Kim, Y.. “Buyer-Supplier Relationships and the Stakeholder Theory of Capital Structure.” Journal of Finance, 63 (2008), 25072552.Google Scholar
Barrot, J.Trade Credit and Industry Dynamics: Evidence from Trucking Firms.” Journal of Finance, 71 (2016), 19752016.Google Scholar
Beatty, A.; Liao, S.; and Weber, J.. “Evidence on the Determinants and Economic Consequences of Delegated Monitoring.” Journal of Accounting and Economics, 53 (2012), 555576.Google Scholar
Bharath, S.; Dahiya, S.; Saunders, A.; and Srinivasan, A.. “So What Do I Get? The Bank’s View of Lending Relationships.” Journal of Financial Economics, 85 (2007), 368419.Google Scholar
Biais, B., and Gollier, C.. “Trade Credit and Credit Rationing.” Review of Financial Studies, 10 (1997), 903937.Google Scholar
Bird, A.; Ertan, A.; Karolyi, S. A.; and Ruchti, T. G.. “Lender Forbearance.” Working Paper, available at https://ssrn.com/abstract=2995224 (2017).Google Scholar
Bulow, J. I., and Shoven, J. B.. “The Bankruptcy Decision.” Bell Journal of Economics, 9 (1978), 437456.Google Scholar
Burkart, M., and Ellingsen, T.. “In-Kind Finance: A Theory of Trade Credit.” American Economic Review, 94 (2004), 569590.Google Scholar
Calonico, S.; Cattaneo, M. D.; and Titiunik, R.. “Robust Nonparametric Confidence Intervals for Regression-Discontinuity Designs.” Econometrica, 82 (2014), 22952326.Google Scholar
Canis, B., and Yacobucci, B. D.. “The U.S. Motor Vehicle Industry: Confronting a New Dynamic in the Global Economy.” Congressional Research Service, R41154 (2010).Google Scholar
Chava, S., and Roberts, M. R.. “How Does Financing Impact Investment? The Role of Debt Covenants.” Journal of Finance, 63 (2008), 20852121.Google Scholar
Chen, K. C. W., and Wei, K. C. J.. “Creditors’ Decisions to Waive Violations of Accounting-Based Debt Covenants.” Accounting Review, 68 (1993), 218232.Google Scholar
Chen, Y.-N.“Debt Seniority and the Lenders’ Incentive to Monitor: Why Isn’t Trade Credit Senior?” EFA 2004 Maastricht Meetings Paper No. 2244 (2005).Google Scholar
Costello, A. M.Mitigating Incentive Conflicts in Inter-Firm Relationships: Evidence from Long-Term Supply Contracts.” Journal of Accounting and Economics, 56 (2013), 1939.Google Scholar
Cunat, V.Trade Credit: Suppliers as Debt Collectors and Insurance Providers.” Review of Financial Studies, 20 (2007), 491527.Google Scholar
Cunat, V., and Garcia-Appendini, E.. “Trade Credit and Its Role in Entrepreneurial Finance.” In The Oxford Handbook of Entrepreneurial Finance, Cumming, D., ed. Oxford, UK: Oxford University Press (2012).Google Scholar
Dechow, P. M., and Dichev, I. D.. “The Quality of Accruals and Earnings: The Role of Accrual Estimation Errors.” Accounting Review, 77 (2002), 3559.Google Scholar
DeFond, M. L., and Jiambalvo, J.. “Debt Covenant Violation and Manipulation of Accruals.” Journal of Accounting and Economics, 17 (1994), 145176.Google Scholar
Demerjian, P. R., and Owens, E. L.. “Measuring the Probability of Financial Covenant Violation in Private Debt Contracts.” Journal of Accounting and Economics, 61 (2016), 433447.Google Scholar
Demiroglu, C., and James, C. M.. “The Information Content of Bank Loan Covenants.” Review of Financial Studies, 23 (2010), 37003737.Google Scholar
Denis, D. J., and Wang, J.. “Debt Covenant Renegotiations and Creditor Control Rights.” Journal of Financial Economics, 113 (2014), 348367.Google Scholar
Diamond, D. W.Financial Intermediation and Delegated Monitoring.” Review of Economic Studies, 51 (1984), 393414.Google Scholar
Dichev, I. D., and Skinner, D. J.. “Large Sample Evidence on the Debt Covenant Hypothesis.” Journal of Accounting Research, 40 (2002), 10911123.Google Scholar
Eckbo, B. E.; Thorburn, K. S.; and Wang, W.. “How Costly Is Corporate Bankruptcy for the CEO?Journal of Financial Economics, 121 (2016), 210229.Google Scholar
Falato, A., and Liang, N.. “Do Creditor Rights Increase Employment Risk? Evidence from Loan Covenants.” Journal of Finance, 71 (2016), 25452590.Google Scholar
Fama, E. F.Contract Costs and Financing Decisions.” Journal of Business, 63 (1990), S71S91.Google Scholar
Ferreira, D.; Ferreira, M.; and Mariano, B.. “Creditor Control Rights and Board Independence.” Journal of Finance, 73 (2018), 23852423.Google Scholar
Franks, J. R., and Nyborg, K. G.. “Control Rights, Debt Structure, and the Loss of Private Benefits: The Case of the UK Insolvency Code.” Review of Financial Studies, 9 (1996), 11651210.Google Scholar
Garcia-Appendini, E., and Montoriol-Garriga, J.. “Firms as Liquidity Providers: Evidence from the 2007–2008 Financial Crisis.” Journal of Financial Economics, 109 (2013), 272291.Google Scholar
Gormley, T. A., and Matsa, D. A.. “Common Errors: How to (and Not to) Control for Unobserved Heterogeneity.” Review of Financial Studies, 27 (2014), 617661.Google Scholar
Gu, Y.; Mao, C. X.; and Tian, X.. “Bank Interventions and Firm Innovation: Evidence from Debt Covenant Violations.” Journal of Law and Economics, 60 (2017), 637671.Google Scholar
Hahn, J.; Todd, P.; and Van der Klaauw, W.. “Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design.” Econometrica, 69 (2001), 201209.Google Scholar
Hertzel, M. G.; Li, Z.; Officer, M. S.; and Rodgers, K. J.. “Inter-Firm Linkages and the Wealth Effects of Financial Distress along the Supply Chain.” Journal of Financial Economics, 87 (2008), 374387.Google Scholar
Imbens, G., and Kalyanaraman, K.. “Optimal Bandwidth Choice for the Regression Discontinuity Estimator.” Review of Economic Studies, 79 (2012), 933959.Google Scholar
Imbens, G., and Lemieux, T.. “Regression Discontinuity Designs: A Guide to Practice.” Journal of Econometrics, 142 (2008), 615635.Google Scholar
Jiang, W.; Li, K.; and Wang, W.. “Hedge Funds and Chapter 11.” Journal of Finance, 67 (2012), 513560.Google Scholar
Jorion, P., and Zhang, G.. “Credit Contagion from Counterparty Risk.” Journal of Finance, 64 (2009), 20532087.Google Scholar
Klapper, L.; Laeven, L.; and Rajan, R.. “Trade Credit Contracts.” Review of Financial Studies, 25 (2012), 838867.Google Scholar
Lee, D. S., and Lemieux, T.. “Regression Discontinuity Designs in Economics.” Journal of Economic Literature, 48 (2010), 281355.Google Scholar
Li, B.; Purda, L. D.; and Wang, W.. “Senior Lender Control: Monitoring Spillover or Creditor Conflict?Journal of Law, Finance, and Accounting, 3 (2018), 373411.Google Scholar
Li, K., and Wang, W.. “Debtor-in-Possession Financing, Loan-to-Loan and Loan-to-Own.” Journal of Corporate Finance, 39 (2016), 121138.Google Scholar
Love, I.; Preve, L. A.; and Sarria-Allende, V.. “Trade Credit and Bank Credit: Evidence from Recent Financial Crises.” Journal of Financial Economics, 83 (2007), 453469.Google Scholar
McCrary, J.Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test.” Journal of Econometrics, 142 (2008), 698714.Google Scholar
McKinnish, T.Panel Data Models and Transitory Fluctuations in the Explanatory Variable.” In Modeling and Evaluating Treatment Effects in Econometrics, Millimet, D., Smith, J., and Vytlacil, E., eds. Amsterdam, Netherlands: Elsevier (2008).Google Scholar
Murfin, J.The Supply-Side Determinants of Loan Contract Strictness.” Journal of Finance, 67 (2012), 15651601.Google Scholar
Ng, C. K.; Smith, J. K.; and Smith, R. L.. “Evidence on the Determinants of Credit Terms Used in Interfirm Trade.” Journal of Finance, 54 (1999), 11091129.Google Scholar
Nilsen, J. H.Trade Credit and the Bank Lending Channel.” Journal of Money, Credit and Banking, 34 (2002), 226253.Google Scholar
Nini, G.; Smith, D. C.; and Sufi, A.. “Creditor Control Rights, Corporate Governance, and Firm Value.” Review of Financial Studies, 25 (2012), 17131761.Google Scholar
Petersen, M. A., and Rajan, R. G.. “Trade Credit: Theories and Evidence.” Review of Financial Studies, 10 (1997), 661691.Google Scholar
Raman, K., and Shahrur, H.. “Relationship-Specific Investments and Earnings Management: Evidence on Corporate Suppliers and Customers.” Accounting Review, 83 (2008), 10411081.Google Scholar
Roberts, M. R., and Sufi, A.. “Control Rights and Capital Structure: An Empirical Investigation.” Journal of Finance, 64 (2009), 16571695.Google Scholar
Smith, J. K.Trade Credit and Informational Asymmetry.” Journal of Finance, 42 (1987), 863872.Google Scholar
Tan, L.Creditor Control Rights, State of Nature Verification, and Financial Reporting Conservatism.” Journal of Accounting and Economics, 55 (2013), 122.Google Scholar
Titman, S.The Effect of Capital Structure on a Firm’s Liquidation Decision.” Journal of Financial Economics, 13 (1984), 137151.Google Scholar
Titman, S., and Wessels, R.. “The Determinants of Capital Structure Choice.” Journal of Finance, 43 (1988), 119.Google Scholar
Vashishtha, R.The Role of Bank Monitoring in Borrowers’ Discretionary Disclosure: Evidence from Covenant Violations.” Journal of Accounting and Economics, 57 (2014), 176195.Google Scholar
Watts, R. L., and Zimmerman, J. L.. Positive Accounting Theory. Englewood Cliffs, NJ: Prentice Hall (1986).Google Scholar
Wilner, B. S.The Exploitation of Relationships in Financial Distress: The Case of Trade Credit.” Journal of Finance, 55 (2000), 153178.Google Scholar
Supplementary material: File

Zhang supplementary material

Zhang supplementary material 1

Download Zhang supplementary material(File)
File 154.6 KB