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

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  • 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
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    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Milo Bianchi, 2010. "Credit constraints, entrepreneurial talent, and economic development," Small Business Economics, Springer, vol. 34(1), pages 93-104, January.
    9. 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.
    10. Chen, Shiyi & Lin, Bin, 2019. "Dual-track interest rates and capital misallocation," China Economic Review, Elsevier, vol. 57(C).
    11. Chod, Jiri & Lyandres, Evgeny & Yang, S. Alex, 2019. "Trade credit and supplier competition," Journal of Financial Economics, Elsevier, vol. 131(2), pages 484-505.
    12. 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.
    13. 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.
    14. 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.
    15. 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).
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. repec:oup:qjecon:v:132:y:2016:i:1:p:317-365. is not listed on IDEAS
    22. 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.
    23. 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).
    24. 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).
    25. 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.
    26. 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.
    27. Swamy, Vighneswara, 2014. "Financial Inclusion, Gender Dimension, and Economic Impact on Poor Households," World Development, Elsevier, vol. 56(C), pages 1-15.
    28. 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.
    29. 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.
    30. Deng, Lu & Jiang, Ping & Li, Sifei & Liao, Mingqing, 2020. "Government intervention and firm investment," Journal of Corporate Finance, Elsevier, vol. 63(C).
    31. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    32. Daniel Bradley & Incheol Kim & Xuan Tian, 2017. "Do Unions Affect Innovation?," Management Science, INFORMS, vol. 63(7), pages 2251-2271, July.
    33. 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).
    34. 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).
    35. 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).
    36. Ge, Ying & Qiu, Jiaping, 2007. "Financial development, bank discrimination and trade credit," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 513-530, February.
    37. 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.
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