IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v101y2025ics1059056025003867.html

The impact of digital finance on firms' digital Transformation: Mechanism analysis based on enterprise financing

Author

Listed:
  • Li, Shuang
  • Xie, Nan

Abstract

In the context of the digital economy, exploring the impact of digital finance on firms' digital transformation not only helps clarify the influencing factors of digital transformation and enhances the new productivity of firms, but also clarifies the functional role of digital finance in the development of the digital economy. This paper analyzes the impact of digital finance on firms' digital transformation from two perspectives: the economic functions of digital finance and the external driving forces of corporate development. It further examines the mechanism through which digital finance influences firms' digital transformation from the perspective of financing constraints and financing channels. Based on sample data from China's A-share listed companies from 2015 to 2022, fixed-effects models are constructed for empirical research. The results show that digital finance can alleviate firms' financing constraints, expand firms' financing channels, and promote their digital transformation. Improving enterprise financing is an important mechanism through which digital finance facilitates firms' digital transformation. Heterogeneity analysis results indicate that the development of digital finance is more effective in promoting digital transformation among small-scale firms and non-state-owned enterprises.

Suggested Citation

  • Li, Shuang & Xie, Nan, 2025. "The impact of digital finance on firms' digital Transformation: Mechanism analysis based on enterprise financing," International Review of Economics & Finance, Elsevier, vol. 101(C).
  • Handle: RePEc:eee:reveco:v:101:y:2025:i:c:s1059056025003867
    DOI: 10.1016/j.iref.2025.104223
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056025003867
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2025.104223?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Mingtao Yu & Aiguo Yan, 2022. "Can Digital Finance Accelerate the Digital Transformation of Companies? From the Perspective of M&A," Sustainability, MDPI, vol. 14(21), pages 1-16, November.
    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. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    4. Mu, Weiwei & Liu, Kefu & Tao, Yunqing & Ye, Yongwei, 2023. "Digital finance and corporate ESG," Finance Research Letters, Elsevier, vol. 51(C).
    5. Li, Quan & Chen, Huimin & Chen, Yang & Xiao, Tong & Wang, Li, 2023. "Digital economy, financing constraints, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    6. Guo, Bingnan & Feng, Yu & Lin, Ji, 2023. "Digital inclusive finance and digital transformation of enterprises," Finance Research Letters, Elsevier, vol. 57(C).
    7. Hui, Peng & Zhao, Hui & Liu, Desheng & Li, Ye, 2023. "How does digital finance affect regional innovation capacity? A spatial econometric analysis," Economic Modelling, Elsevier, vol. 122(C).
    8. Yang, Junhong & Wu, Yu & Huang, Bihong, 2023. "Digital finance and financial literacy: Evidence from Chinese households," Journal of Banking & Finance, Elsevier, vol. 156(C).
    9. Zhu, Changchun & Li, Na & Ma, Jing, 2024. "Impact of CEO overconfidence on enterprise digital transformation: Moderating effect based on digital finance," Finance Research Letters, Elsevier, vol. 59(C).
    10. Feng, Rui & Shen, Chen & Guo, Yiyang, 2024. "Digital finance and labor demand of manufacturing enterprises: Theoretical mechanism and heterogeneity analysis," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 17-32.
    11. Zhiqiang Lu & Junjie Wu & Hongyu Li & Duc Khuong Nguyen, 2022. "Local Bank, Digital Financial Inclusion and SME Financing Constraints: Empirical Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(6), pages 1712-1725, May.
    12. Li, Xin & Shao, Xuefeng & Chang, Tsangyao & Albu, Lucian Liviu, 2022. "Does digital finance promote the green innovation of China's listed companies?," Energy Economics, Elsevier, vol. 114(C).
    13. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    14. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    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. Wang, Kai-Hua & Zhao, Yan-Xin & Jiang, Cui-Feng & Li, Zheng-Zheng, 2022. "Does green finance inspire sustainable development? Evidence from a global perspective," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 412-426.
    17. Favourate Y. Mpofu, 2024. "Industry 4.0 in Finance, Digital Financial Services and Digital Financial Inclusion in Developing Countries: Opportunities, Challenges, and Possible Policy Responses," International Journal of Economics and Financial Issues, Econjournals, vol. 14(2), pages 120-135, March.
    18. Tao Kong & RenJi Sun & Guanglin Sun & Youtao Song, 2022. "Effects of Digital Finance on Green Innovation considering Information Asymmetry: An Empirical Study Based on Chinese Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4399-4411, December.
    19. Qian Wang & Jinbao Yang & Yung‐ho Chiu & Tai‐Yu Lin, 2020. "The impact of digital finance on financial efficiency," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(7), pages 1225-1236, October.
    20. Ai, Yongfang & Sun, Guanglin & Kong, Tao, 2023. "Digital finance and stock price crash risk," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 607-619.
    21. André Hanelt & René Bohnsack & David Marz & Cláudia Antunes Marante, 2021. "A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change," Journal of Management Studies, Wiley Blackwell, vol. 58(5), pages 1159-1197, July.
    22. Li, Chengming & Wang, Yilin & Zhou, Zhihan & Wang, Zeyu & Mardani, Abbas, 2023. "Digital finance and enterprise financing constraints: Structural characteristics and mechanism identification," Journal of Business Research, Elsevier, vol. 165(C).
    23. Ji, Yu & Shi, Lina & Zhang, Shunming, 2022. "Digital finance and corporate bankruptcy risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    24. Chen, Shengqi & Zhang, Hong, 2021. "Does digital finance promote manufacturing servitization: Micro evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 856-869.
    25. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    26. Lin, Ying & Yan, Xiaohan & Yang, Xiuyun, 2023. "Digital finance and enterprise investment efficiency in China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    27. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    28. Wu, Kai & Lu, Yufei, 2023. "Corporate digital transformation and financialization: Evidence from Chinese listed firms," Finance Research Letters, Elsevier, vol. 57(C).
    29. Ce Guo & Xijian Wang & Gecheng Yuan, 2022. "Digital Finance and the Efficiency of Household Investment Portfolios," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(10), pages 2895-2909, August.
    30. Pang, Si Lu & Liu, Hui & Hua, Gui Hong, 2024. "How does digital finance drive the green economic growth? New discoveries of spatial threshold effect and attenuation possibility boundary," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 561-581.
    31. Guoxiang Li & Rong Zhang & Suling Feng & Yuqing Wang, 2022. "Digital finance and sustainable development: Evidence from environmental inequality in China," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3574-3594, November.
    32. Ren, Xiaohang & Zeng, Gudian & Zhao, Yang, 2023. "Digital finance and corporate ESG performance: Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    33. Laeven, Luc & Levine, Ross & Michalopoulos, Stelios, 2015. "Financial innovation and endogenous growth," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 1-24.
    34. Zhang, Yue & Ge, Mengshuai & Yang, Jiaju & Liu, Cuiying & Chen, Xi, 2023. "Controlling shareholders' equity pledge, digital finance, and corporate digital transformation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    35. 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.
    36. Sun, Guanglin & Li, Ting & Ai, Yongfang & Li, Qinghai, 2023. "Digital finance and corporate financial fraud," International Review of Financial Analysis, Elsevier, vol. 87(C).
    37. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    38. Minli Yu & Fu-Sheng Tsai & Hui Jin & Hejie Zhang, 2022. "Digital finance and renewable energy consumption: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-19, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. He, Yugang, 2026. "Rewiring industrial futures: The role of AI-enabled digital twins in energy productivity transitions," International Review of Economics & Finance, Elsevier, vol. 105(C).
    2. Sun, Yaoxin, 2025. "A study of the impact of digital finance on the economic development of Latin American countries," International Review of Financial Analysis, Elsevier, vol. 107(C).
    3. Zhao, Xing & Chen, Xinya & Lee, Chien-Chiang, 2026. "Towards green transformation: Digital finance and green technology innovation in renewable energy enterprises," Renewable Energy, Elsevier, vol. 259(C).
    4. Liu, Xiang & Zhou, Zhichao & Gu, Xianhua, 2025. "How does digital finance promote enterprise exports? An empirical analysis of FDI and trade structure," Finance Research Letters, Elsevier, vol. 86(PF).
    5. Zhang, Wei & Cheng, Na & Li, Qiuyang & Hu, Xinyi & Lei, Xue, 2025. "The digital odyssey: Why management team stability matters for corporate transformation," Finance Research Letters, Elsevier, vol. 86(PF).
    6. Li, Wen & Lv, Beining & Sun, Hongxia, 2026. "Impact of executive team heterogeneity on enterprise digital technology innovation: The moderating effect based on digital finance," Finance Research Letters, Elsevier, vol. 89(C).

    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. Khalid, Fahad & Irfan, Muhammad & Srivastava, Mohit, 2024. "The impact of digital inclusive finance on ESG disputes: Evidence from Chinese non-financial listed companies," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    2. Ayaz, Muhammad & Anwer, Zaheer & Hassan, M. Kabir & Xiaoyang, Xu, 2025. "Inhabiting influence of digital finance on stock price synchronicity," Global Finance Journal, Elsevier, vol. 64(C).
    3. Hongyi Wang & Yi Li & Bingyang He, 2024. "Spatial Spillover Effects of Digital Finance on Corporate ESG Performance," Sustainability, MDPI, vol. 16(16), pages 1-20, August.
    4. Zhang, Ping & Wang, Yiru, 2025. "Digital finance and stock price crash: Evidence from China," Emerging Markets Review, Elsevier, vol. 66(C).
    5. Yue, Sishi & Yang, Mo & Dong, Dayong, 2024. "Do enterprises adopting digital finance exhibit higher values? Based on textual analysis," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
    6. Zheng, Minyu, 2025. "Digital finance, financing constraints, and regional trade development," Finance Research Letters, Elsevier, vol. 85(PC).
    7. Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    8. Wu, Ke & Zhang, Yongfang & Chen, Ying & Li, Miao, 2025. "Impact of digital finance on corporate ESG," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    9. Xiang, Xin & He, Xu & Han, Yajie, 2026. "Digital finance and IPO underpricing: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 105(C).
    10. Lin Tian & Weilun Tian & Junru Guo & Jiarui Wang, 2025. "Digital Finance and Corporate Leverage Manipulation: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 8755-8780, June.
    11. Guo, Xiaoxu & Wang, Yihan, 2025. "Effects of digital finance on enterprise total factor productivity: Evidence from the perspective of innovation level," Finance Research Letters, Elsevier, vol. 72(C).
    12. Ding, Qian & Huang, Jianbai & Chen, Jinyu, 2023. "Does digital finance matter for corporate green investment? Evidence from heavily polluting industries in China," Energy Economics, Elsevier, vol. 117(C).
    13. Wang, Wei & Bai, Xiaoyu, 2025. "Digital economy in rural areas and credit costs: mediating role of financial inclusion," Finance Research Letters, Elsevier, vol. 86(PB).
    14. Wang, Yihui & Ge, Xiangyu, 2025. "Digital finance, investor sentiment, and corporate inefficient investment," Finance Research Letters, Elsevier, vol. 83(C).
    15. Zhao, Boyu & Yu, Conglei & Zhao, Feng & Wang, Lingli, 2025. "Mechanisms of digital finance on collaborative innovation of small and medium-sized enterprise clusters," Finance Research Letters, Elsevier, vol. 86(PB).
    16. Liu Junqi & Sher Abbas & Liu Rongbing & Najabat Ali, 2024. "The impact of digital financial development on corporate leverage ratio: The case of a-share listed non-financial enterprises in China’s Shanghai and Shenzhen stock exchanges," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-25, August.
    17. Chen, Junshi & Chi, Jing & Smith, David & Yuen, Mui Kuen, 2025. "How does digital finance impact birth rates: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1945-1965.
    18. Fang, Xia & Zhang, Yun & Lv, Shuqing & Tan, Longxin, 2025. "Does digital finance spatial correlation drive income convergence?," Economic Modelling, Elsevier, vol. 153(C).
    19. Wang, Mansi & Yu, Xinxin & Hong, Xinyi & Yang, Xiaotao, 2025. "Can digital finance promote green innovation collaboration in enterprises?," Global Finance Journal, Elsevier, vol. 65(C).
    20. Yin, Lei & Sun, Guanglin & Kong, Tao, 2025. "Regional big data development and corporate financial fraud," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • M15 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - IT Management
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:eee:reveco:v:101:y:2025:i:c:s1059056025003867. 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/inca/620165 .

    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.