IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v221y2025ics0040162525003622.html

Can digitalization of inclusive finance promote innovation of small and medium-sized enterprises? A quasi-natural experiment approach

Author

Listed:
  • Xiang, Dong
  • Tian, Tingting
  • Yu, Jiangli

Abstract

As small and medium-sized enterprises (SMEs) often struggle with financing constraints, understanding how digital inclusive finance (DIF) can support their innovation efforts is critical. We apply a rigorous econometric approach to estimate the causal impact of digital finance on SME innovation. The findings demonstrate two key results. First, the digitalization of inclusive finance can significantly promote technological innovation in SMEs by mitigating financing constraints, with particularly strong effects on low-level innovations such as design patents. Second, the broad reach of digital finance services plays a critical role in reducing financing constraints. These findings offer actionable insights for policymakers and financial institutions aiming to support SME innovation by enhancing access to digital financial services. Finally, this research contributes to the growing body of evidence on how digital finance can strategically enhance SME innovation under financing constraints.

Suggested Citation

  • Xiang, Dong & Tian, Tingting & Yu, Jiangli, 2025. "Can digitalization of inclusive finance promote innovation of small and medium-sized enterprises? A quasi-natural experiment approach," Technological Forecasting and Social Change, Elsevier, vol. 221(C).
  • Handle: RePEc:eee:tefoso:v:221:y:2025:i:c:s0040162525003622
    DOI: 10.1016/j.techfore.2025.124331
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162525003622
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2025.124331?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. Asli Demirgüç-Kunt & Leora Klapper & Dorothe Singer & Saniya Ansar & Jake Hess, 2020. "The Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access to and Use of Financial Services," The World Bank Economic Review, World Bank, vol. 34(Supplemen), pages 2-8.
    2. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    3. Ahamed, M. Mostak & Ho, Shirley J. & Mallick, Sushanta K. & Matousek, Roman, 2021. "Inclusive banking, financial regulation and bank performance: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 124(C).
    4. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    5. Du, Yanan & Wang, Qingxi & Zhou, Jianping, 2023. "How does digital inclusive finance affect economic resilience: Evidence from 285 cities in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    6. Jacques Mairesse, 2008. "Employment, innovation, and productivity: evidence from Italian microdata," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 813-839, August.
    7. Lianying Yao & Xiaoli Yang, 2022. "Can digital finance boost SME innovation by easing financing constraints?: Evidence from Chinese GEM-listed companies," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-20, March.
    8. Kim, Donghyun & Wang, Qinghai & Wang, Xiaoqiong, 2022. "Geographic clustering of institutional investors," Journal of Financial Economics, Elsevier, vol. 144(2), pages 547-570.
    9. 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).
    10. Faleye, Olubunmi & Kovacs, Tunde & Venkateswaran, Anand, 2014. "Do Better-Connected CEOs Innovate More?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(5-6), pages 1201-1225, December.
    11. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    12. de la Fuente, Angel & Marin, JoseMaria, 1996. "Innovation, bank monitoring, and endogenous financial development," Journal of Monetary Economics, Elsevier, vol. 38(2), pages 269-301, October.
    13. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    14. Biyun Ren & Liuying Li & Hongmei Zhao & Yunbo Zhou, 2018. "The Financial Exclusion In The Development Of Digital Finance — A Study Based On Survey Data In The Jingjinji Rural Area," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 65-82, March.
    15. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    16. Ziyu Jiang & Guojian Ma & Wenyue Zhu, 2022. "Research on the impact of digital finance on the innovation performance of enterprises," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 25(6), pages 804-820, June.
    17. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    18. Marc Rysman & Scott Schuh, 2017. "New Innovations in Payments," Innovation Policy and the Economy, University of Chicago Press, vol. 17(1), pages 27-48.
    19. Shiyun Li & Yiping Huang, 2020. "Do Cryptocurrencies Increase the Systemic Risk of the Global Financial Market?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 28(1), pages 122-143, January.
    20. Maria Demertzis & Silvia Merler & Guntram B Wolff, 2018. "Capital Markets Union and the Fintech Opportunity," Journal of Financial Regulation, Oxford University Press, vol. 4(1), pages 157-165.
    21. Ding Hu & Xianming Fang & Yuting Meng DiGiovanni, 2023. "Technological progress, financial constrains, and digital financial inclusion," Small Business Economics, Springer, vol. 61(4), pages 1693-1721, December.
    22. François Derrien & Ambrus Kecskés & Phuong-Anh Nguyen, 2023. "Labor Force Demographics and Corporate Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 36(7), pages 2797-2838.
    23. Richard Duncombe & Richard Boateng, 2009. "Mobile Phones and Financial Services in Developing Countries: a review of concepts, methods, issues, evidence and future research directions," Third World Quarterly, Taylor & Francis Journals, vol. 30(7), pages 1237-1258.
    24. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    25. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    26. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    27. Dutta, Nabamita & Sobel, Russell S., 2018. "Entrepreneurship and human capital: The role of financial development," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 319-332.
    28. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    29. Czarnitzki, Dirk & Hussinger, Katrin, 2004. "The Link Between R&D Subsidies, R&D Spending and Technological Performance," ZEW Discussion Papers 04-56, ZEW - Leibniz Centre for European Economic Research.
    30. 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.
    31. Chowdhury, Reza H. & Maung, Min, 2012. "Financial market development and the effectiveness of R&D investment: Evidence from developed and emerging countries," Research in International Business and Finance, Elsevier, vol. 26(2), pages 258-272.
    32. 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.
    33. Marc Rysman & Marianne Crowe & Joanna Stavins, 2010. "Mobile Payments in the United States at Retail Point of Sale: Current Market and Future Prospects," Boston University - Department of Economics - Working Papers Series WP2010-055, Boston University - Department of Economics.
    34. Xu, Bin, 2000. "Multinational enterprises, technology diffusion, and host country productivity growth," Journal of Development Economics, Elsevier, vol. 62(2), pages 477-493, August.
    35. C. Edward Fee & Charles J. Hadlock & Joshua R. Pierce, 2009. "Investment, Financing Constraints, and Internal Capital Markets: Evidence from the Advertising Expenditures of Multinational Firms," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2361-2392, June.
    36. Morshadul Hasan & Thi Le & Ariful Hoque, 2021. "How does financial literacy impact on inclusive finance?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-23, December.
    37. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    38. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    39. Guan, Yuyan & Zhang, Liandong & Zheng, Liu & Zou, Hong, 2021. "Managerial liability and corporate innovation: Evidence from a legal shock," Journal of Corporate Finance, Elsevier, vol. 69(C).
    40. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    41. Hussain, Matloub & Papastathopoulos, Avraam, 2022. "Organizational readiness for digital financial innovation and financial resilience," International Journal of Production Economics, Elsevier, vol. 243(C).
    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, Ning & Wang, Ye & Liu, Yu & Fu, Chengbo, 2025. "Does digital finance foster corporate innovation? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 88(C), pages 1502-1524.
    2. Lu, Xiaomeng & Zhang, Xianjun & Guo, Jiaojiao & Yue, Pengpeng, 2024. "Digital finance era: Will individual investors become better players?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    3. Pang, Caiji & Wang, Ying, 2020. "Stock pledge, risk of losing control and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 60(C).
    4. Lyu, Xiaoliang & Ma, Jiameng & Zhang, Xiaochen, 2023. "Social trust and corporate innovation: An informal institution perspective," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
    5. 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).
    6. Dong, Xiao & Yu, Mingzhe, 2024. "Green bond issuance and green innovation: Evidence from China's energy industry," International Review of Financial Analysis, Elsevier, vol. 94(C).
    7. Wang, Rui & Yang, Shijie, 2023. "Credit ratings and firm innovation: Evidence from sovereign downgrades," Journal of Banking & Finance, Elsevier, vol. 148(C).
    8. Wang, Xiaoting & Hou, Siyuan & Kyaw, Khine & Xue, Xupeng & Liu, Xueqin, 2023. "Exploring the determinants of Fintech Credit: A comprehensive analysis," Economic Modelling, Elsevier, vol. 126(C).
    9. 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).
    10. Fuzhen Gu & Junguang Gao & Xiaoya Zhu & Jiamin Ye, 2023. "The impact of digital inclusive finance on SMEs’ technological innovation activities—Empirical analysis based on the data of new third board enterprises," PLOS ONE, Public Library of Science, vol. 18(11), pages 1-21, November.
    11. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    12. Yanfang Wang & Bin Zhang & Haifeng Hu, 2026. "How does FinTech development impact technological progress? A theoretical framework and empirical evidence," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 12(1), pages 1-46, December.
    13. Dong, Xiao & Yu, Mingzhe, 2023. "Does FinTech development facilitate firms' innovation? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
    14. Kong, Dongmin & Wang, Yanan & Zhang, Jian, 2020. "Efficiency wages as gift exchange: Evidence from corporate innovation in China," Journal of Corporate Finance, Elsevier, vol. 65(C).
    15. Hasan, Iftekhar & (Stan) Hoi, Chun-Keung & Wu, Qiang & Zhang, Hao, 2020. "Is social capital associated with corporate innovation? Evidence from publicly listed firms in the U.S," Journal of Corporate Finance, Elsevier, vol. 62(C).
    16. Zhao, Qifeng & Li, Zhen & Yu, Yihua, 2021. "Does top management quality promote innovation? Firm-level evidence from China," China Economic Review, Elsevier, vol. 65(C).
    17. El Ghoul, Sadok & Gong, Zhaoran (Jason) & Guedhami, Omrane & Hou, Fangfang & Tong, Wilson H.S., 2023. "Social trust and firm innovation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    18. Liu, Jiangtao & Zhang, Yi & Kuang, Jia, 2023. "Fintech development and green innovation: Evidence from China," Energy Policy, Elsevier, vol. 183(C).
    19. Didier, Tatiana & Levine, Ross & Llovet Montanes, Ruth & Schmukler, Sergio L., 2021. "Capital market financing and firm growth," Journal of International Money and Finance, Elsevier, vol. 118(C).
    20. Yang, Bao & Chou, Hsin-I. & Zhao, Jing, 2020. "Innovation or dividend payout: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 68(C), pages 180-203.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    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:tefoso:v:221:y:2025:i:c:s0040162525003622. 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.sciencedirect.com/science/journal/00401625 .

    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.