IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v69y2024ipas1544612324011620.html
   My bibliography  Save this article

Does the big data credit platform reduce corporate credit resource mismatch: Evidence from China

Author

Listed:
  • Fu, Yiting
  • Zhou, Xin

Abstract

This paper uses the construction of China's social credit system as a quasi-natural experiment to examine the impact of big data credit platforms on corporate credit resource allocation. We robustly find that big data credit platforms can reduce corporate credit resource mismatch. Mechanism tests indicate that the primary mechanism is the reduction of information asymmetry. We enriched the study of credit resource mismatch from a big data credit perspective and provided a basis for improving big data credit platforms.

Suggested Citation

  • Fu, Yiting & Zhou, Xin, 2024. "Does the big data credit platform reduce corporate credit resource mismatch: Evidence from China," Finance Research Letters, Elsevier, vol. 69(PA).
  • Handle: RePEc:eee:finlet:v:69:y:2024:i:pa:s1544612324011620
    DOI: 10.1016/j.frl.2024.106133
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612324011620
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2024.106133?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. David Dollar & Shang-Jin Wei, 2007. "Das (Wasted) Kapital: Firm Ownership and Investment Efficiency in China," IMF Working Papers 2007/009, International Monetary Fund.
    2. 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.
    3. Banna, Hasanul & Kabir Hassan, M. & Rashid, Mamunur, 2021. "Fintech-based financial inclusion and bank risk-taking: Evidence from OIC countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    4. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    5. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2019. "Exploring the impact of artificial Intelligence: Prediction versus judgment," Information Economics and Policy, Elsevier, vol. 47(C), pages 1-6.
    6. Fungáčová, Zuzana & Kochanova, Anna & Weill, Laurent, 2015. "Does Money Buy Credit? Firm-Level Evidence on Bribery and Bank Debt," World Development, Elsevier, vol. 68(C), pages 308-322.
    7. Maryam Farboodi & Laura Veldkamp, 2020. "Long-Run Growth of Financial Data Technology," American Economic Review, American Economic Association, vol. 110(8), pages 2485-2523, August.
    8. Julapa Jagtiani & Catharine Lemieux, 2019. "The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform," Financial Management, Financial Management Association International, vol. 48(4), pages 1009-1029, December.
    9. Fuster, Elena & Padilla-Meléndez, Antonio & Lockett, Nigel & del-Águila-Obra, Ana Rosa, 2019. "The emerging role of university spin-off companies in developing regional entrepreneurial university ecosystems: The case of Andalusia," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 219-231.
    10. Guo, Junyan & Fang, Hanqing & Liu, Xuexin & Wang, Cizhi & Wang, Yuan, 2023. "FinTech and financing constraints of enterprises: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    11. Lai, Xiaobing & Yue, Shujing & Guo, Chong & Zhang, Xinhe, 2023. "Does FinTech reduce corporate excess leverage? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 281-299.
    12. Shane A. Corwin & Paul Schultz, 2012. "A Simple Way to Estimate Bid‐Ask Spreads from Daily High and Low Prices," Journal of Finance, American Finance Association, vol. 67(2), pages 719-760, April.
    13. Ji, Yu & Shi, Lina & Zhang, Shunming, 2022. "Digital finance and corporate bankruptcy risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    14. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    15. Long Jin & Changchun Pan & Yan Li & Xinmiao Liu, 2022. "How Can FinTech Reduce Corporate Zombification Risk?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4350-4360, December.
    16. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    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. Choudhary, Priya & Thenmozhi, M., 2024. "Fintech and financial sector: ADO analysis and future research agenda," International Review of Financial Analysis, Elsevier, vol. 93(C).
    2. Xia, Yanchun & Qiao, Zhilin & Xie, Guanghua, 2022. "Corporate resilience to the COVID-19 pandemic: The role of digital finance," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
    3. Liu, Haiming & Hu, Jikong, 2024. "The impact of bank fintech on corporate debt default," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    4. Zhang, Xiaoyan & Li, Jinbao & Xiang, Dong & Worthington, Andrew C., 2023. "Digitalization, financial inclusion, and small and medium-sized enterprise financing: Evidence from China," Economic Modelling, Elsevier, vol. 126(C).
    5. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    6. Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos, 2023. "Does alternative digital lending affect bank performance? Cross-country and bank-level evidence," International Review of Financial Analysis, Elsevier, vol. 90(C).
    7. Lei Xu & Qian Liu & Bin Li & Chen Ma, 2022. "Fintech business and firm access to bank loans," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4381-4421, December.
    8. Wu, Fei & Hu, Yan & Shen, Me, 2024. "The color of FinTech: FinTech and corporate green transformation in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
    9. Xue, Shengxi & Cao, Taiyun & Yu, Qianqian & Liu, Yuanyuan, 2024. "Clan culture and corporate cash holdings: Are private companies supported by informal institutions?," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    10. Ding, Haoyuan & Ni, Bei & Xue, Chang & Zhang, Xiaoyu, 2022. "Land holdings and outward foreign direct investment: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 124(C).
    11. Kowalewski, Oskar & Pisany, Paweł, 2022. "Banks' consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing," International Review of Financial Analysis, Elsevier, vol. 81(C).
    12. Maogang Tang & Silu Cheng & Wenqing Guo & Weibiao Ma & Fengxia Hu, 2023. "Relationship between carbon emission trading schemes and companies’ total factor productivity: evidence from listed companies in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11735-11767, October.
    13. Degryse, Hans & Lu, Liping & Ongena, Steven, 2016. "Informal or formal financing? Evidence on the co-funding of Chinese firms," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 31-50.
    14. John Knight & Sai Ding, 2010. "Why Does China Invest So Much?," Asian Economic Papers, MIT Press, vol. 9(3), pages 87-117, Fall.
    15. Huang, Shuo, 2022. "Does FinTech improve the investment efficiency of enterprises? Evidence from China’s small and medium-sized enterprises," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 571-586.
    16. Guo, Kai & Ke, Bin & Tang, Song, 2023. "Private firms' financial constraints and share pledging by controlling shareholders of publicly listed firms: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 80(C).
    17. Li, Dongdong & Gui, Mingxia & Ma, Rui & Feng, Yiwen, 2024. "Public data accessibility and corporate maturity mismatch: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    18. Jérôme Héricourt & Sandra Poncet, 2007. "FDI and credit constraints: firm level evidence in China," Documents de travail du Centre d'Economie de la Sorbonne bla07009, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    19. Yao, Zhiyong & Gu, Dingwei & Cao, Wen, 2019. "SOEs as intermediation: Leakage effect under financial repression," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 349-361.
    20. Huang, Yiping & Li, Zhenhua & Qiu, Han & Tao, Sun & Wang, Xue & Zhang, Longmei, 2023. "BigTech credit risk assessment for SMEs," China Economic Review, Elsevier, vol. 81(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:finlet:v:69:y:2024:i:pa:s1544612324011620. 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/frl .

    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.