IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v80y2023icp1475-1489.html
   My bibliography  Save this article

Does digital financial inclusion lead to regional differences in trade credit financing?: A quasi-natural experiment

Author

Listed:
  • Bai, Hengrui
  • Wu, Yiming
  • Wang, Ruiqian

Abstract

The People's Bank of China (PBOC) drafted the G20 High-Level Principles for Digital Financial Inclusion in 2016. Employing these principles in a quasi-natural experiment, we use the difference-in-difference (DID) method to estimate changes in enterprises’ trade credit financing (TCF). The findings are as follows: First, digital financial inclusion (DFI) significantly increases enterprises’ TCF in China's central and western regions, and the policy effect is transmitted through bank credit and the level of digital finance development. Second, DFI's effects on enterprises are heterogeneous with different ownership structures and sizes and in different industries; the promotive effect on TCF is stronger for non-state-owned enterprises (non-SOEs) and nonmanufacturing enterprises, while the policy prohibits the TCF of small and medium enterprises. Third, provincial factors have positive moderating effects on DFI.

Suggested Citation

  • Bai, Hengrui & Wu, Yiming & Wang, Ruiqian, 2023. "Does digital financial inclusion lead to regional differences in trade credit financing?: A quasi-natural experiment," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1475-1489.
  • Handle: RePEc:eee:ecanpo:v:80:y:2023:i:c:p:1475-1489
    DOI: 10.1016/j.eap.2023.10.023
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592623002710
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2023.10.023?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. repec:oup:qjecon:v:132:y:2016:i:1:p:317-365. is not listed on IDEAS
    2. Casey, Eddie & O'Toole, Conor M., 2014. "Bank lending constraints, trade credit and alternative financing during the financial crisis: Evidence from European SMEs," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 173-193.
    3. Li Li & Quanqi Liu & Jun Wang & Xuefei Hong, 2019. "Carbon Information Disclosure, Marketization, and Cost of Equity Financing," IJERPH, MDPI, vol. 16(1), pages 1-14, January.
    4. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    5. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    6. 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).
    7. Zhang, Qi & Yu, Zhi & Kong, Dongmin, 2019. "The real effect of legal institutions: Environmental courts and firm environmental protection expenditure," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    8. Milo Bianchi, 2010. "Credit constraints, entrepreneurial talent, and economic development," Small Business Economics, Springer, vol. 34(1), pages 93-104, January.
    9. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    10. Mateut, Simona, 2014. "Reverse trade credit or default risk? Explaining the use of prepayments by firms," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 303-326.
    11. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    12. Nilsen, Jeffrey H, 2002. "Trade Credit and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 226-253, February.
    13. Love, Inessa & Preve, Lorenzo A. & Sarria-Allende, Virginia, 2007. "Trade credit and bank credit: Evidence from recent financial crises," Journal of Financial Economics, Elsevier, vol. 83(2), pages 453-469, February.
    14. Efraim Benmelech & Ralf R. Meisenzahl & Rodney Ramcharan, 2017. "The Real Effects of Liquidity During the Financial Crisis: Evidence from Automobiles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 317-365.
    15. Carpinelli, Luisa & Crosignani, Matteo, 2021. "The design and transmission of central bank liquidity provisions," Journal of Financial Economics, Elsevier, vol. 141(1), pages 27-47.
    16. Swamy, Vighneswara, 2014. "Financial Inclusion, Gender Dimension, and Economic Impact on Poor Households," World Development, Elsevier, vol. 56(C), pages 1-15.
    17. Cao, Zhangfan & Chen, Steven Xianglong & Lee, Edward, 2022. "Does business strategy influence interfirm financing? Evidence from trade credit," Journal of Business Research, Elsevier, vol. 141(C), pages 495-511.
    18. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    19. Chun-Liang Chen & Yao-Chin Lin & Wei-Hung Chen & Cheng-Fu Chao & Henry Pandia, 2021. "Role of Government to Enhance Digital Transformation in Small Service Business," Sustainability, MDPI, vol. 13(3), pages 1-24, January.
    20. Deng, Lu & Jiang, Ping & Li, Sifei & Liao, Mingqing, 2020. "Government intervention and firm investment," Journal of Corporate Finance, Elsevier, vol. 63(C).
    21. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    22. Daniel Bradley & Incheol Kim & Xuan Tian, 2017. "Do Unions Affect Innovation?," Management Science, INFORMS, vol. 63(7), pages 2251-2271, July.
    23. Lei, Xiaoyan & Shen, Yan & Yang, Ling, 2023. "Digital financial inclusion and subjective well-being – Evidence from China health and retirement longitudinal study," China Economic Review, Elsevier, vol. 81(C).
    24. Jin, Laiqun & Dai, Jiaying & Jiang, Weijie & Cao, Kairui, 2023. "Digital finance and misallocation of resources among firms: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    25. Chen, Shiyi & Lin, Bin, 2019. "Dual-track interest rates and capital misallocation," China Economic Review, Elsevier, vol. 57(C).
    26. Leora Klapper & Luc Laeven & Raghuram Rajan, 2012. "Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 838-867.
    27. Chod, Jiri & Lyandres, Evgeny & Yang, S. Alex, 2019. "Trade credit and supplier competition," Journal of Financial Economics, Elsevier, vol. 131(2), pages 484-505.
    28. Segev, Nimrod & Schaffer, Matthew, 2020. "Monetary policy, bank competition and regional credit cycles: Evidence from a quasi-natural experiment," Journal of Corporate Finance, Elsevier, vol. 64(C).
    29. Jiadan Jiang, 2015. "Bank Lending Channel of Monetary Policy in China: Evidence from SVAR Analysis," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 4(01), pages 1-29, June.
    30. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    31. Wu, Yilin & Huang, Shilei, 2022. "The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China's new energy enterprises," Energy Economics, Elsevier, vol. 112(C).
    32. Ge, Ying & Qiu, Jiaping, 2007. "Financial development, bank discrimination and trade credit," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 513-530, February.
    33. Sun, Lixin & Ford, J.L. & Dickinson, David G., 2010. "Bank loans and the effects of monetary policy in China: VAR/VECM approach," China Economic Review, Elsevier, vol. 21(1), pages 65-97, March.
    34. Yanru Li & Guanglin Sun & Qiang Gao & Changming Cheng, 2023. "Digital Financial Inclusion, Financial Efficiency and Green Innovation," Sustainability, MDPI, vol. 15(3), pages 1-13, January.
    35. Chan, Kenneth S. & Dang, Vinh Q.T. & Yan, Isabel K.M., 2012. "Financial reform and financing constraints: Some evidence from listed Chinese firms," China Economic Review, Elsevier, vol. 23(2), pages 482-497.
    36. S. Alex Yang & John R. Birge, 2018. "Trade Credit, Risk Sharing, and Inventory Financing Portfolios," Management Science, INFORMS, vol. 64(8), pages 3667-3689, August.
    37. Guanhua Li & Xue Lv & Xu Han, 2023. "Digital financial inclusion and household debt in China," Applied Economics Letters, Taylor & Francis Journals, vol. 30(19), pages 2862-2866, November.
    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. Michael Machokoto & Daniel Gyimah & Boulis Maher Ibrahim, 2022. "The evolution of trade credit: new evidence from developed versus developing countries," Review of Quantitative Finance and Accounting, Springer, vol. 59(3), pages 857-912, October.
    2. Xiu, Zongfeng & Liu, Ran & Feng, Pengshuo & Yin, Jingwei, 2023. "Does social culture matter for firms' access to trade credit? Evidence from China," Economic Modelling, Elsevier, vol. 119(C).
    3. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    4. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    5. Adalto Barbaceia Gonçalves & Rafael Schiozer & Hsia Hua Sheng, 2018. "Trade Credit and Product Market Power during a Financial Crisis," Working Papers CEB 18-004, ULB -- Universite Libre de Bruxelles.
    6. Wahyu Jatmiko & M. Shahid Ebrahim & Abdullah Iqbal & Rafal M. Wojakowski, 2023. "Can trade credit rejuvenate Islamic banking?," Review of Quantitative Finance and Accounting, Springer, vol. 60(1), pages 111-146, January.
    7. Gonçalves, Adalto Barbaceia & Schiozer, Rafael F. & Sheng, Hsia Hua, 2018. "Trade credit and product market power during a financial crisis," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 308-323.
    8. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish, 2022. "Natural disasters, trade credit, and firm performance," Economic Modelling, Elsevier, vol. 116(C).
    9. Nam, Hocheol & Uchida, Konari, 2019. "Accounts payable and firm value: International evidence," Journal of Banking & Finance, Elsevier, vol. 102(C), pages 116-137.
    10. Tsuruta, Daisuke & Uchida, Hirofumi, 2019. "The real driver of trade credit," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    11. Liu, Guangqiang & Wang, Shenghua, 2023. "Digital transformation and trade credit provision: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    12. Alvaro Garcia-Marin & Santiago Justel & Tim Schmidt-Eisenlohr, 2019. "Trade Credit, Markups, and Relationships," CESifo Working Paper Series 7600, CESifo.
    13. Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2017. "Stock market listing and the use of trade credit: Evidence from public and private firms," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 391-410.
    14. Norden, Lars & Udell, Gregory F. & Wang, Teng, 2020. "Do bank bailouts affect the provision of trade credit?11All errors are our own. The views expressed in this paper are solely those of the authors and should not be interpreted as reflecting the views ," Journal of Corporate Finance, Elsevier, vol. 60(C).
    15. Mateut, Simona & Mizen, Paul & Ziane, Ydriss, 2015. "Inventory composition and trade credit," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 434-446.
    16. Srivastava, Jagriti & Gopalakrishnan, Balagopal, 2021. "In-kind financing during a pandemic: Trade credit and COVID-19," MPRA Paper 111433, University Library of Munich, Germany, revised Dec 2021.
    17. Chen, Xiaomeng Charlene & Jones, Stewart & Hasan, Mostafa Monzur & Zhao, Ruoyun & Alam, Nurul, 2023. "Does strategic deviation influence firms’ use of supplier finance?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    18. Pengxiang Zhai & Rufei Ma, 2017. "Does ownership structure affect trade credit policy in small- and medium-sized firms? Evidence from China," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 35(83), pages 130-138, June.
    19. Luo, Chunhua & Wei, Dianlong & He, Feng, 2023. "Corporate ESG performance and trade credit financing – Evidence from China," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 337-351.
    20. Cao, Zhangfan & Chen, Steven Xianglong & Lee, Edward, 2022. "Does business strategy influence interfirm financing? Evidence from trade credit," Journal of Business Research, Elsevier, vol. 141(C), pages 495-511.

    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:ecanpo:v:80:y:2023:i:c:p:1475-1489. 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.journals.elsevier.com/economic-analysis-and-policy .

    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.