IDEAS home Printed from https://ideas.repec.org/p/cdf/wpaper/2019-14.html
   My bibliography  Save this paper

What Causes Chinese Listed Firms To Switch Bank Loan Provider? Evidence From A Survival Analysis

Author

Listed:

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 2,102 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 ommercialisation 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, 2019. "What Causes Chinese Listed Firms To Switch Bank Loan Provider? Evidence From A Survival Analysis," Cardiff Economics Working Papers E2019/14, Cardiff University, Cardiff Business School, Economics Section.
  • Handle: RePEc:cdf:wpaper:2019/14
    as

    Download full text from publisher

    File URL: http://carbsecon.com/wp/E2019_14.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    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. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Jimenez, Gabriel & Salas, Vicente & Saurina, Jesus, 2006. "Determinants of collateral," Journal of Financial Economics, Elsevier, vol. 81(2), pages 255-281, August.
    14. 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.
    15. 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.
    16. 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.
    17. Elsas, Ralf, 2005. "Empirical determinants of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 14(1), pages 32-57, January.
    18. Ongena, Steven & Smith, David C., 2001. "The duration of bank relationships," Journal of Financial Economics, Elsevier, vol. 61(3), pages 449-475, September.
    19. repec:zbw:bofitp:2017_003 is not listed on IDEAS
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. Ralf Elsas & Frank Heinemann & Marcel Tyrell, 2004. "Multiple but Asymmetric Bank Financing: The Case of Relationship Lending," CESifo Working Paper Series 1251, CESifo.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    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.
    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. Doris Neuberger & Solvig Räthke, 2009. "Microenterprises and multiple bank relationships: The case of professionals," Small Business Economics, Springer, vol. 32(2), pages 207-229, February.
    2. Udell, Gregory F., 2008. "What's in a relationship The case of commercial lending," Business Horizons, Elsevier, vol. 51(2), pages 93-103.
    3. Kano, Masaji & Uchida, Hirofumi & Udell, Gregory F. & Watanabe, Wako, 2011. "Information verifiability, bank organization, bank competition and bank-borrower relationships," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 935-954, April.
    4. Ghosh, Chinmoy & He, Fan, 2023. "The impact of laws and institutions on financial contracts: Evidence from relationship lending across the world," Journal of Banking & Finance, Elsevier, vol. 148(C).
    5. Song Zhang & Liang Han & Konstantinos Kallias & Antonios Kallias, 2022. "Bank switching of US small businesses: new methods and evidence," Review of Quantitative Finance and Accounting, Springer, vol. 58(4), pages 1573-1616, May.
    6. Ginés Hernández-Cánovas & Pedro Martínez-Solano, 2010. "Relationship lending and SME financing in the continental European bank-based system," Small Business Economics, Springer, vol. 34(4), pages 465-482, May.
    7. Franco Fiordelisi & Stefano Monferrà & Gabriele Sampagnaro, 2014. "Relationship Lending and Credit Quality," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 295-315, December.
    8. Amarjit Gill & Craig Wilson, 2021. "Bank connections and small business performance: Evidence from Canadian survey data," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5110-5134, October.
    9. Jarko Fidrmuc & Philipp Schreiber & Martin Siddiqui, 2018. "Intangible Assets and the Determinants of a Single Bank Relation of German SMEs," European Journal of Business Science and Technology, Mendel University in Brno, Faculty of Business and Economics, vol. 4(1), pages 5-30.
    10. Hussain, Inayat & Durand, Robert B. & Harris, Mark N., 2021. "Relationship lending: A source of support or a means of exploitation?," Global Finance Journal, Elsevier, vol. 48(C).
    11. Gajewski, Krzysztof & Pawłowska, Małgorzata & Rogowski, Wojciech, 2012. "Relacje firm z bankami w Polsce w świetle danych ze sprawozdawczości bankowej [Bank-firm relationships in Poland in the light of data from bank reporting]," MPRA Paper 42544, University Library of Munich, Germany, revised 29 Oct 2012.
    12. Annalisa Castelli & Gerald P. Dwyer & Iftekhar Hasan, 2006. "Bank relationships and small firms’ financial performance," FRB Atlanta Working Paper 2006-05, Federal Reserve Bank of Atlanta.
    13. repec:zbw:bofrdp:2009_036 is not listed on IDEAS
    14. Allen N. Berger & William Goulding & Tara N. Rice, 2013. "Do Small Businesses Still Prefer Community Banks?," International Finance Discussion Papers 1096, Board of Governors of the Federal Reserve System (U.S.).
    15. Annalisa Castelli & Gerald P. Dwyer & Iftekhar Hasan, 2012. "Bank Relationships and Firms' Financial Performance: The Italian Experience," European Financial Management, European Financial Management Association, vol. 18(1), pages 28-67, January.
    16. Yu, Y., 2014. "Essays on relationship banking," Other publications TiSEM f3d56b9e-e79e-46c4-bd42-4, Tilburg University, School of Economics and Management.
    17. Manoj Athavale & Robert O. Edmister, 2004. "The Pricing of Sequential Bank Loans," The Financial Review, Eastern Finance Association, vol. 39(2), pages 231-253, May.
    18. Doris Neuberger & Maurice Pedergnana & Solvig Räthke-Döppner, 2008. "Concentration of Banking Relationships in Switzerland: The Result of Firm Structure or Banking Market Structure?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 33(2), pages 101-126, April.
    19. Alessandro Gambini & Alberto Zazzaro, 2013. "Long-lasting bank relationships and growth of firms," Small Business Economics, Springer, vol. 40(4), pages 977-1007, May.
    20. Berger, Allen N. & Goulding, William & Rice, Tara, 2014. "Do small businesses still prefer community banks?," Journal of Banking & Finance, Elsevier, vol. 44(C), pages 264-278.
    21. 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.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cdf:wpaper:2019/14. 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: Yongdeng Xu (email available below). General contact details of provider: https://edirc.repec.org/data/ecscfuk.html .

    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.