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What causes Chinese listed firms to switch bank loan provider? Evidence from a survival analysis

Author

Listed:
  • Huang, Jiayi
  • Matthews, Kent
  • Zhou, Peng

Abstract

This paper analyses the duration of firm-bank relationships and examines what drives firms in China to change from one bank loan provider to another. Matched data of firm-loan-duration to bank provides a unique panel data set of relationship between China's listed firms and their lending banks consisting of 2102 firms listed on both the Shanghai Stock Exchange and Shenzhen Stock Exchange in the period of 1996–2016. The Cox proportional hazard model is used to allow for a semiparametric hazard function after parametrically controlling for firm-specific financial factors, industry factors, ownership characteristics, internal management changes, and external macroeconomic changes. In addition, we explore the impact of the 2008 financial crisis, bank-financial and ownership characteristics. The main finding of this study is that in an environment of growing commercialisation of relationships the firm-bank relationship between state-owned enterprises (SOEs) and state-owned banks (SOBs) in China remains super-stable. However, a change in the CEO of a firm even of a SOE increases the probability of the loan-provider being changed.

Suggested Citation

  • Huang, Jiayi & Matthews, Kent & Zhou, Peng, 2020. "What causes Chinese listed firms to switch bank loan provider? Evidence from a survival analysis," Emerging Markets Review, Elsevier, vol. 43(C).
  • Handle: RePEc:eee:ememar:v:43:y:2020:i:c:s1566014119301104
    DOI: 10.1016/j.ememar.2020.100678
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    1. Hubert, Franz & Schäfer, Dorothea, 2002. "Coordination Failure with Multiple-Source Lending: The Cost of Protection against a Powerful Lender," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 158(2), pages 256-275.
    2. Chutatong Charumilind & Raja Kali & Yupana Wiwattanakantang, 2006. "Connected Lending: Thailand before the Financial Crisis," The Journal of Business, University of Chicago Press, vol. 79(1), pages 181-218, January.
    3. Claessens, Stijn & Feijen, Erik & Laeven, Luc, 2008. "Political connections and preferential access to finance: The role of campaign contributions," Journal of Financial Economics, Elsevier, vol. 88(3), pages 554-580, June.
    4. Wei Yin & Kent Matthews, 2016. "The determinants and profitability of switching costs in Chinese banking," Applied Economics, Taylor & Francis Journals, vol. 48(43), pages 4156-4166, September.
    5. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    6. Elsas, Ralf & Krahnen, Jan Pieter, 1998. "Is relationship lending special? Evidence from credit-file data in Germany," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1283-1316, October.
    7. Ongena, Steven & Smith, David C., 2001. "The duration of bank relationships," Journal of Financial Economics, Elsevier, vol. 61(3), pages 449-475, September.
    8. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    9. Andreas Stephan & Andriy Tsapin & Oleksandr Talavera, 2012. "Main Bank Power, Switching Costs, and Firm Performance: Theory and Evidence from Ukraine," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(2), pages 76-93, March.
    10. Aka, Brou E., 2006. "On the duration of the financial system stability under liberalization," Emerging Markets Review, Elsevier, vol. 7(2), pages 147-161, June.
    11. Farinha, Luisa A. & Santos, Joao A. C., 2002. "Switching from Single to Multiple Bank Lending Relationships: Determinants and Implications," Journal of Financial Intermediation, Elsevier, vol. 11(2), pages 124-151, April.
    12. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    13. Jimenez, Gabriel & Saurina, Jesus, 2004. "Collateral, type of lender and relationship banking as determinants of credit risk," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2191-2212, September.
    14. Kent Matthews & Wei Yin, 2019. "Limited loan rate differentiation, guanxi, loan size and loan maturity in the Chinese bank credit market," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 24(3), pages 381-401, July.
    15. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    16. Caliendo, Marco & Künn, Steffen & Uhlendorff, Arne, 2016. "Earnings exemptions for unemployed workers: The relationship between marginal employment, unemployment duration and job quality," Labour Economics, Elsevier, vol. 42(C), pages 177-193.
    17. 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.
    18. Charles J. Hadlock & Christopher M. James, 2002. "Do Banks Provide Financial Slack?," Journal of Finance, American Finance Association, vol. 57(3), pages 1383-1419, June.
    19. Cole, Rebel A., 1998. "The importance of relationships to the availability of credit," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 959-977, August.
    20. Lee, Liane W.Y. & Tang, Yiming & Yip, Leslie S.C. & Sharma, Piyush, 2018. "Managing customer relationships in the emerging markets – guanxi as a driver of Chinese customer loyalty," Journal of Business Research, Elsevier, vol. 86(C), pages 356-365.
    21. Peng Zhou & Huw Dixon, 2019. "The Determinants of Price Rigidity in the UK: Analysis of the CPI and PPI Microdata and Application to Macrodata Modelling," Manchester School, University of Manchester, vol. 87(5), pages 640-677, September.
    22. Wei Yin & Kent Matthews, 2018. "Why Do Firms Switch Banks? Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(9), pages 2040-2052, July.
    23. Jimenez, Gabriel & Salas, Vicente & Saurina, Jesus, 2006. "Determinants of collateral," Journal of Financial Economics, Elsevier, vol. 81(2), pages 255-281, August.
    24. 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.
    25. Elsas, Ralf, 2005. "Empirical determinants of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 14(1), pages 32-57, January.
    26. repec:zbw:bofitp:2017_003 is not listed on IDEAS
    27. Boot, Arnoud W A & Thakor, Anjan V, 1994. "Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 899-920, November.
    28. 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.
    29. Gopalan, Radhakrishnan & Udell, Gregory F. & Yerramilli, Vijay, 2011. "Why Do Firms Form New Banking Relationships?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(5), pages 1335-1365, October.
    30. Zan Yang & Ying Fan & Song Shi & Jing Liao, 2018. "Political Connections and Corporate Borrowing: an Analysis on the Listed Real Estate Firms in China," The Journal of Real Estate Finance and Economics, Springer, vol. 57(3), pages 315-350, October.
    31. Ralf Elsas & Frank Heinemann & Marcel Tyrell, 2004. "Multiple but Asymmetric Bank Financing: The Case of Relationship Lending," CESifo Working Paper Series 1251, CESifo.
    32. Joel F. Houston & Liangliang Jiang & Chen Lin & Yue Ma, 2014. "Political Connections and the Cost of Bank Loans," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 193-243, March.
    33. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1371-1411.
    34. Vasso Ioannidou & Steven Ongena, 2010. "“Time for a Change”: Loan Conditions and Bank Behavior when Firms Switch Banks," Journal of Finance, American Finance Association, vol. 65(5), pages 1847-1877, October.
    35. 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.
    36. Faccio, Mara & Marchica, Maria-Teresa & Mura, Roberto, 2016. "CEO gender, corporate risk-taking, and the efficiency of capital allocation," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 193-209.
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    More about this item

    Keywords

    Firm-bank switch; China; Survival analysis; Hazard function;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

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