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Struggle for survival in credit crunch: The effect of interest rate deregulation in China

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  • Xu, Si
  • He, Xiaoyi
  • Cao, Chunfang

Abstract

This study investigates how interest rate deregulation affects firms' financing choice between bank debt and public debt. Our analysis exploits China's 2013 bank interest rate floor deregulation as an exogenous shock to the supply of bank credit. Using a difference-in-difference design, we find that firms with higher default risk substitute away from bank loan and switch to public debt after the 2013 deregulation. However, this substitution to public debt is limited, leading to a dramatic decline in debt ratio. Our result also demonstrates that the effect on firms' public debt financing is more pronounced for firms with better information environments, suggesting that good information environment is an important prerequisite for making the switch. This switching, contradicting to traditional financing framework that high-risk firms prefer bank loans, inevitably is costly. Compared with low-risk firms, bonds issued by high-risk firms have significantly higher spreads, a higher likelihood of being secured, and a higher tendency of including an interest-adjusted clause. More importantly, we also document that high-risk firms subsequently improve their information transparency after the interest rate deregulation. Our findings highlight the role of interest rate deregulation in firms' financing choice and illustrate that firms incur high switching costs when their choice deviates from the optimal financing choice.

Suggested Citation

  • Xu, Si & He, Xiaoyi & Cao, Chunfang, 2023. "Struggle for survival in credit crunch: The effect of interest rate deregulation in China," China Economic Review, Elsevier, vol. 77(C).
  • Handle: RePEc:eee:chieco:v:77:y:2023:i:c:s1043951x22001699
    DOI: 10.1016/j.chieco.2022.101911
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    as
    1. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    2. Cantillo, Miguel & Wright, Julian, 2000. "How Do Firms Choose Their Lenders? An Empirical Investigation," The Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 155-189.
    3. Gao, Huasheng & Zhang, Jin, 2019. "SOX Section 404 and Corporate Innovation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(2), pages 759-787, April.
    4. Choi, Woon Gyu & Kim, Yungsan, 2005. "Trade Credit and the Effect of Macro-Financial Shocks: Evidence from U.S. Panel Data," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(4), pages 897-925, December.
    5. Xin Chang & Sudipto Dasgupta & Gilles Hilary, 2006. "Analyst Coverage and Financing Decisions," Journal of Finance, American Finance Association, vol. 61(6), pages 3009-3048, December.
    6. Leming Lin, 2016. "Collateral and the Choice Between Bank Debt and Public Debt," Management Science, INFORMS, vol. 62(1), pages 111-127, January.
    7. Chen, Shenglan & Ma, Hui & Wu, Qiang, 2019. "Bank credit and trade credit: Evidence from natural experiments," Journal of Banking & Finance, Elsevier, vol. 108(C).
    8. García-Herrero, Alicia & Gavilá, Sergio & Santabárbara, Daniel, 2009. "What explains the low profitability of Chinese banks?," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2080-2092, November.
    9. Duan, Jin-Chuan & Sun, Jie & Wang, Tao, 2012. "Multiperiod corporate default prediction—A forward intensity approach," Journal of Econometrics, Elsevier, vol. 170(1), pages 191-209.
    10. Guangming Gong & Si Xu & Xun Gong, 2018. "On the Value of Corporate Social Responsibility Disclosure: An Empirical Investigation of Corporate Bond Issues in China," Journal of Business Ethics, Springer, vol. 150(1), pages 227-258, June.
    11. Reisel, Natalia, 2014. "On the value of restrictive covenants: Empirical investigation of public bond issues," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 251-268.
    12. 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.
    13. Boyd, John H. & Prescott, Edward C., 1986. "Financial intermediary-coalitions," Journal of Economic Theory, Elsevier, vol. 38(2), pages 211-232, April.
    14. Peter M. DeMarzo & Michael J. Fishman, 2007. "Optimal Long-Term Financial Contracting," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 2079-2128, November.
    15. Chemmanur, Thomas J & Fulghieri, Paolo, 1994. "Reputation, Renegotiation, and the Choice between Bank Loans and Publicly Traded Debt," Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 475-506.
    16. Andres Almazan & Javier Suarez, 2003. "Managerial Compensation and the Market Reaction to Bank Loans," Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 237-261.
    17. Goel, Manisha & Zemel, Michelle, 2018. "Switching to bonds when loans are scarce: Evidence from four U.S. crises," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 1-27.
    18. 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.
    19. Sakai, Koji & Uesugi, Iichiro & Watanabe, Tsutomu, 2010. "Firm age and the evolution of borrowing costs: Evidence from Japanese small firms," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1970-1981, August.
    20. 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.
    21. Barajas, Adolfo & Steiner, Roberto & Salazar, Natalia, 2000. "The impact of liberalization and foreign investment in Colombia's financial sector," Journal of Development Economics, Elsevier, vol. 63(1), pages 157-196, October.
    22. 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.
    23. 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.
    24. Chava, Sudheer & Purnanandam, Amiyatosh, 2011. "The effect of banking crisis on bank-dependent borrowers," Journal of Financial Economics, Elsevier, vol. 99(1), pages 116-135, January.
    25. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    26. 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.
    27. Patrick Bolton & Xavier Freixas, 2000. "Equity, Bonds, and Bank Debt: Capital Structure and Financial Market Equilibrium under Asymmetric Information," Journal of Political Economy, University of Chicago Press, vol. 108(2), pages 324-351, April.
    28. 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.
    29. Mark H. Lang & Karl V. Lins & Darius P. Miller, 2004. "Concentrated Control, Analyst Following, and Valuation: Do Analysts Matter Most When Investors Are Protected Least?," Journal of Accounting Research, Wiley Blackwell, vol. 42(3), pages 589-623, June.
    30. Meneghetti, Costanza, 2012. "Managerial Incentives and the Choice between Public and Bank Debt," Journal of Corporate Finance, Elsevier, vol. 18(1), pages 65-91.
    31. Becker, Bo & Ivashina, Victoria, 2014. "Cyclicality of credit supply: Firm level evidence," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 76-93.
    32. Ashbaugh-Skaife, Hollis & Collins, Daniel W. & Kinney Jr., William R., 2007. "The discovery and reporting of internal control deficiencies prior to SOX-mandated audits," Journal of Accounting and Economics, Elsevier, vol. 44(1-2), pages 166-192, September.
    33. Ma, Zhiming & Stice, Derrald & Williams, Christopher, 2019. "The effect of bank monitoring on public bond terms," Journal of Financial Economics, Elsevier, vol. 133(2), pages 379-396.
    34. 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.
    35. Boubaker, Sabri & Saffar, Walid & Sassi, Syrine, 2018. "Product market competition and debt choice," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 204-224.
    36. Dan S. Dhaliwal & Inder K. Khurana & Raynolde Pereira, 2011. "Firm Disclosure Policy and the Choice Between Private and Public Debt," Contemporary Accounting Research, John Wiley & Sons, vol. 28(1), pages 293-330, March.
    37. Matteo P. Arena & John S. Howe, 2009. "Takeover Exposure, Agency, And The Choice Between Private And Public Debt," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 32(2), pages 199-230, June.
    38. Diamond, Douglas W., 1993. "Seniority and maturity of debt contracts," Journal of Financial Economics, Elsevier, vol. 33(3), pages 341-368, June.
    39. 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.
    40. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    41. Jun (Qj) Qian & Philip E. Strahan & Zhishu Yang, 2015. "The Impact of Incentives and Communication Costs on Information Production and Use: Evidence from Bank Lending," Journal of Finance, American Finance Association, vol. 70(4), pages 1457-1493, August.
    42. Gertner, Robert & Scharfstein, David, 1991. "A Theory of Workouts and the Effects of Reorganization Law," Journal of Finance, American Finance Association, vol. 46(4), pages 1189-1222, September.
    43. Murillo Campello & Mauricio Larrain, 2016. "Enlarging the Contracting Space: Collateral Menus, Access to Credit, and Economic Activity," Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 349-383.
    44. Liberti, José María & Sturgess, Jason, 2018. "The Anatomy of a Credit Supply Shock: Evidence from an Internal Credit Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(2), pages 547-579, April.
    45. 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.
    46. Berlin, Mitchell & Loeys, Jan, 1988. " Bond Covenants and Delegated Monitoring," Journal of Finance, American Finance Association, vol. 43(2), pages 397-412, June.
    47. Houston, Joel & James, Christopher, 1996. "Bank Information Monopolies and the Mix of Private and Public Debt Claims," Journal of Finance, American Finance Association, vol. 51(5), pages 1863-1889, December.
    48. Katrien Kestens & Philippe Van Cauwenberge & Heidi Vander Bauwhede, 2012. "Trade credit and company performance during the 2008 financial crisis," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 52(4), pages 1125-1151, December.
    49. 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.
    50. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2013. "Corporate ownership structure and the choice between bank debt and public debt," Journal of Financial Economics, Elsevier, vol. 109(2), pages 517-534.
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    More about this item

    Keywords

    Interest rate floor deregulation; Bank credit shock; Bank loans; Public debt financing; Quasi-natural experiment;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • 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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