IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v90y2025ics0927538x24003731.html
   My bibliography  Save this article

Does credit information sharing affect corporate debt concentration? Evidence from China

Author

Listed:
  • Zhu, Zhiliang
  • Song, Wuqi

Abstract

Credit information sharing reduces creditors' information collection and monitoring costs, facilitates creditor coordination, and enables firms to adopt a more dispersed debt structure. We examine the impact of improved access to credit information, spurred by public credit information arrangements, on firms' debt concentration. Using the Construction of China's Social Credit System (CSCS) as an exogenous shock to the availability of credit files, we employ a difference-in-differences analysis and find that CSCS decreases corporate debt concentration. This shift is driven by reduced information opacity and lower default risk. The effect is more pronounced for firms with lower liquidation values and those in regions with weaker formal institutions. Additionally, we observe that CSCS increases the use of commercial paper and term loans for debt financing. Our study underscores the role of credit information sharing in shaping firms' debt concentration strategies.

Suggested Citation

  • Zhu, Zhiliang & Song, Wuqi, 2025. "Does credit information sharing affect corporate debt concentration? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:pacfin:v:90:y:2025:i:c:s0927538x24003731
    DOI: 10.1016/j.pacfin.2024.102621
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X24003731
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2024.102621?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. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. Ouyang, Caiyue & Xiong, Jiacai & Liu, Li & Yao, Jun, 2024. "Geographic proximity and trade credit: Evidence from a quasi-natural experiment," Journal of Corporate Finance, Elsevier, vol. 84(C).
    3. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    4. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    5. Vanhaverbeke, Steven & Balsmeier, Benjamin & Doherr, Thorsten, 2024. "Mandatory financial information disclosure and credit ratings," Journal of Accounting and Economics, Elsevier, vol. 78(1).
    6. Wu, Lingling & Zhang, Yi, 2024. "Social credit system construction and corporate debt dilemmas," Finance Research Letters, Elsevier, vol. 60(C).
    7. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    8. Arturo Bris & Ivo Welch, 2005. "The Optimal Concentration of Creditors," Journal of Finance, American Finance Association, vol. 60(5), pages 2193-2212, October.
    9. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    10. Cai, Kailan & Fairchild, Richard & Guney, Yilmaz, 2008. "Debt maturity structure of Chinese companies," Pacific-Basin Finance Journal, Elsevier, vol. 16(3), pages 268-297, June.
    11. Paul Asquith & Robert Gertner & David Scharfstein, 1994. "Anatomy of Financial Distress: An Examination of Junk-Bond Issuers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 625-658.
    12. Paolo Colla & Filippo Ippolito & Kai Li, 2013. "Debt Specialization," Journal of Finance, American Finance Association, vol. 68(5), pages 2117-2141, October.
    13. Hu, Yiming & Xu, Mingxia, 2021. "Xi's anti-corruption campaign and the speed of capital structure adjustment," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    14. Padilla, A. Jorge & Pagano, Marco, 2000. "Sharing default information as a borrower discipline device," European Economic Review, Elsevier, vol. 44(10), pages 1951-1980, December.
    15. Zuo, Jingjing & Huang, Changqing & Qiu, Baoyin & Mai, Ruidong, 2023. "The construction of social credit system and corporate innovation: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    16. Tao, Yunqing & Kong, Dongmin & Sun, Nan & Li, Xiaofan, 2024. "Social credit and corporate risk-taking: Evidence from China," Research in International Business and Finance, Elsevier, vol. 69(C).
    17. Connie L. Becker & Mark L. Defond & James Jiambalvo & K.R. Subramanyam, 1998. "The Effect of Audit Quality on Earnings Management," Contemporary Accounting Research, John Wiley & Sons, vol. 15(1), pages 1-24, March.
    18. Fang, Guanfu & Gao, Tiantian & He, Huanlang & Sun, Qian, 2023. "Public credit information arrangements and entrepreneurship: Evidence from China," China Economic Review, Elsevier, vol. 81(C).
    19. Bolton, Patrick & Scharfstein, David S, 1996. "Optimal Debt Structure and the Number of Creditors," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 1-25, February.
    20. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    21. Behr, Patrick & Entzian, Annekathrin & Güttler, Andre, 2011. "How do lending relationships affect access to credit and loan conditions in microlending?," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2169-2178, August.
    22. Petya Platikanova & Kazbi Soonawalla, 2020. "Who monitors opaque borrowers? Debt specialisation, institutional ownership, and information opacity," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1867-1904, June.
    23. Padilla, A Jorge & Pagano, Marco, 1997. "Endogenous Communication among Lenders and Entrepreneurial Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 10(1), pages 205-236.
    24. Wuqi Song & Wenshuai Xu & Wenzhou Qu & Xu Gong, 2024. "Climate risk exposure and debt concentration: Evidence from Chinese listed companies," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(4), pages 3361-3386, December.
    25. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    26. Joshua D. Rauh & Amir Sufi, 2010. "Capital Structure and Debt Structure," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4242-4280, December.
    27. X. Frank Zhang, 2006. "Information Uncertainty and Analyst Forecast Behavior," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 565-590, June.
    28. Aktas, Nihat & Petmezas, Dimitris & Servaes, Henri & Karampatsas, Nikolaos, 2021. "Credit ratings and acquisitions," Journal of Corporate Finance, Elsevier, vol. 69(C).
    29. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    30. Du, Wenjing & Fang, Guanfu & Gao, Tiantian & Jiang, Wei, 2023. "Public credit institutions, export activities, and global value chain participation: Evidence from China's credit demonstration city construction program," Economic Modelling, Elsevier, vol. 126(C).
    31. Xia, Han, 2014. "Can investor-paid credit rating agencies improve the information quality of issuer-paid rating agencies?," Journal of Financial Economics, Elsevier, vol. 111(2), pages 450-468.
    32. Clark, Brian & Donato, James & Francis, Bill B., 2023. "Credit default swaps and debt specialization," Journal of Financial Intermediation, Elsevier, vol. 54(C).
    33. Wu, Xiting & Luo, Le & You, Jiaxing, 2023. "Actions speak louder than words: Environmental law enforcement externalities and access to bank loans," Journal of Banking & Finance, Elsevier, vol. 153(C).
    34. Gu, Qiankun & Song, Zilong & Sun, Yiyuan (Ian) & Yu, Xiaoou, 2024. "Digital infrastructure investment and corporate debt concentration: Evidence from a quasi-natural experiment," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    35. Yao, Wenyun & Lu, Feier & Wang, Yuting & Song, Zilong, 2023. "Social insurance contributions and firms' debt concentration choice: A quasi-natural experiment based on the implementation of China's social insurance law," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    36. Yun Lou & Clemens A. Otto, 2020. "Debt Heterogeneity and Covenants," Management Science, INFORMS, vol. 66(1), pages 70-92, January.
    37. Doblas-Madrid, Antonio & Minetti, Raoul, 2013. "Sharing information in the credit market: Contract-level evidence from U.S. firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 198-223.
    38. 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.
    39. Berkowitz, Daniel & Lin, Chen & Ma, Yue, 2015. "Do property rights matter? Evidence from a property law enactment," Journal of Financial Economics, Elsevier, vol. 116(3), pages 583-593.
    40. Kose John & Mahsa S Kaviani & Lawrence Kryzanowski & Hosein Maleki, 2021. "Do Country-Level Creditor Protections Affect Firm-Level Debt Structure Concentration? [Why not a political Coase theorem? Social conflict, commitment, and politics]," Review of Finance, European Finance Association, vol. 25(6), pages 1677-1725.
    41. Sutherland, Andrew, 2018. "Does credit reporting lead to a decline in relationship lending? Evidence from information sharing technology," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 123-141.
    42. Samuel Fosu & Henry Agyei‐Boapeah & Neytullah Ciftci, 2023. "Credit information sharing and cost of debt: Evidence from the introduction of credit bureaus in developing countries," The Financial Review, Eastern Finance Association, vol. 58(4), pages 783-810, November.
    43. Svenja Dube & Chenqi Zhu, 2021. "The Disciplinary Effect of Social Media: Evidence from Firms' Responses to Glassdoor Reviews," Journal of Accounting Research, Wiley Blackwell, vol. 59(5), pages 1783-1825, December.
    44. Yao, Wenyun & Yang, Hang & Shi, Xiulian & Song, Zilong, 2024. "Top management team stability and debt concentration," International Review of Financial Analysis, Elsevier, vol. 91(C).
    45. Castro, Paula & Keasey, Kevin & Amor-Tapia, Borja & Tascon, Maria T. & Vallascas, Francesco, 2020. "Does debt concentration depend on the risk-taking incentives in CEO compensation?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    46. Liu, Tianming & Xiong, Haifang & Li, Yifei & Wang, Zhiqiang, 2023. "The flight to safety during credit recovery: The role of implicit government guarantees," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    47. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    48. Haoyu Gao & Peixuan Zhao & Huiyu Wen, 2023. "How does credit information sharing affect trade credit? Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(5), pages 4909-4938, December.
    49. Claudio O. de Moraes & Gustavo F.S. Duarte & Renan F. Nascimento, 2022. "Credit information and financial development," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 2182-2193, April.
    50. Samuel Fosu & Albert Danso & Henry Agyei-Boapeah & Collins G. Ntim & Emmanuel Adegbite, 2020. "Credit information sharing and loan default in developing countries: the moderating effect of banking market concentration and national governance quality," Review of Quantitative Finance and Accounting, Springer, vol. 55(1), pages 55-103, July.
    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. Gu, Qiankun & Song, Zilong & Sun, Yiyuan (Ian) & Yu, Xiaoou, 2024. "Digital infrastructure investment and corporate debt concentration: Evidence from a quasi-natural experiment," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    2. Yao, Wenyun & Lu, Feier & Wang, Yuting & Song, Zilong, 2023. "Social insurance contributions and firms' debt concentration choice: A quasi-natural experiment based on the implementation of China's social insurance law," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    3. Pindado, Julio & Requejo, Ignacio & Rivera, Juan C., 2017. "Economic forecast and corporate leverage choices: The role of the institutional environment," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 121-144.
    4. Dang, Viet Anh & Karpuz, Ahmet & Mohamed, Abdulkadir, 2023. "Venture capital directors and corporate debt structure: An empirical analysis of newly listed companies," Journal of Banking & Finance, Elsevier, vol. 157(C).
    5. Liu, Xiaotian & Qi, Yaxuan & Wan, Wai Yee, 2024. "Bankruptcy reforms and corporate debt structure," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 95(C).
    6. Chen, Haosi & Maslar, David A. & Serfling, Matthew, 2020. "Asset redeployability and the choice between bank debt and public debt," Journal of Corporate Finance, Elsevier, vol. 64(C).
    7. Beni Kouevi Gath, 2021. "Credit Information Sharing and Bank Stability: Evidence from SSA Countries," Working Papers CEB 21-009, ULB -- Universite Libre de Bruxelles.
    8. Deng, Kebin & Zhu, Yushu & Smith, Tom & McCrystal, Alan, 2020. "Tax and leverage: Evidence from China," China Economic Review, Elsevier, vol. 62(C).
    9. Sebastian Steinker & Mario Pesch & Kai Hoberg, 2016. "Inventory management under financial distress: an empirical analysis," International Journal of Production Research, Taylor & Francis Journals, vol. 54(17), pages 5182-5207, September.
    10. Goenner, Cullen F. & Lee, Kwan Yong, 2022. "The capital structure of domestic and foreign denominated debt: Firm-level evidence from South Korea," International Review of Financial Analysis, Elsevier, vol. 83(C).
    11. Ralph De Haas & Matteo Millone & Jaap Bos, 2021. "Information Sharing in a Competitive Microcredit Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(7), pages 1677-1717, October.
    12. Liu, Jia & Riyanto, Yohanes E., 2019. "Liquidation policy and credit history in financial contracting: An experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 526-542.
    13. Liberti, Jose & Sturgess, Jason & Sutherland, Andrew, 2018. "Economics of Voluntary Information Sharing," MPRA Paper 93673, University Library of Munich, Germany.
    14. Christa Gibbs & Benedict Guttman-Kenney & Donghoon Lee & Scott Nelson & Wilbert van der Klaauw & Jialan Wang, 2025. "Consumer Credit Reporting Data," Journal of Economic Literature, American Economic Association, vol. 63(2), pages 598-636, June.
    15. Yao, Wenyun & Yang, Hang & Shi, Xiulian & Song, Zilong, 2024. "Top management team stability and debt concentration," International Review of Financial Analysis, Elsevier, vol. 91(C).
    16. Dierkes, Maik & Erner, Carsten & Langer, Thomas & Norden, Lars, 2013. "Business credit information sharing and default risk of private firms," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2867-2878.
    17. Tumer-Alkan, G., 2008. "Essays on banking," Other publications TiSEM 8d5ec521-4702-4e75-bc79-a, Tilburg University, School of Economics and Management.
    18. Lucia Gibilaro & Gianluca Mattarocci, 2021. "Financial Distress and Information Sharing: Evidences from the Italian Credit Register," Risks, MDPI, vol. 9(5), pages 1-12, May.
    19. Liberti, José & Sturgess, Jason & Sutherland, Andrew, 2022. "How voluntary information sharing systems form: Evidence from a U.S. commercial credit bureau," Journal of Financial Economics, Elsevier, vol. 145(3), pages 827-849.
    20. Tao, Yunqing & Kong, Dongmin & Sun, Nan & Li, Xiaofan, 2024. "Social credit and corporate risk-taking: Evidence from China," Research in International Business and Finance, Elsevier, vol. 69(C).

    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:pacfin:v:90:y:2025:i:c:s0927538x24003731. 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/pacfin .

    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.