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The impact of digital inclusive finance on SMEs’ technological innovation activities—Empirical analysis based on the data of new third board enterprises

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  • Fuzhen Gu
  • Junguang Gao
  • Xiaoya Zhu
  • Jiamin Ye

Abstract

The landscape of financial technology is undergoing a continuous evolution, driven by the relentless advancement of information technology. In this transformative milieu, digital finance has emerged as a novel financial paradigm, offering a blueprint for fostering inclusive finance. With a particular emphasis on its implications for Small and Medium-sized Enterprises (SMEs), this article harnesses a comprehensive dataset spanning the years 2011 to 2021, encompassing digital inclusive finance and SMEs listed on the SME board. Employing fixed effects models, this study performs a regression analysis to verify the driving effect of digital inclusive finance on SMEs’ innovation activities. The findings unequivocally affirm the potency of inclusive finance in ameliorating the longstanding financing constraints that have historically constrained the growth trajectory of SMEs. Furthermore, the study elucidated the nuanced nature of the promotional impact of digital inclusive finance on SMEs, contingent upon their distinct property rights and technological attributes. Specifically, the empirical findings unveil a discernible pattern wherein digital inclusive finance exerts a conspicuously stronger promotional effect on non-state-owned enterprises and high-tech SMEs’ endeavors in technological innovation. The conclusions derived from this research furnish a salient point of reference for governmental authorities engaged in the formulation and advancement of digital inclusive finance strategies, thereby imparting strategic guidance for the cultivation of innovation and holistic development within the SME sector.

Suggested Citation

  • 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.
  • Handle: RePEc:plo:pone00:0293500
    DOI: 10.1371/journal.pone.0293500
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    References listed on IDEAS

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    1. 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.
    2. Zhu, Xiaoyang & Asimakopoulos, Stylianos & Kim, Jaebeom, 2020. "Financial development and innovation-led growth: Is too much finance better?," Journal of International Money and Finance, Elsevier, vol. 100(C).
    3. Milo Bianchi, 2010. "Credit constraints, entrepreneurial talent, and economic development," Small Business Economics, Springer, vol. 34(1), pages 93-104, January.
    4. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    5. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    6. Qi, Xiaoyan & Guo, Yanshan & Guo, Pibin & Yao, Xilong & Liu, Xiuli, 2022. "Do subsidies and R&D investment boost energy transition performance? Evidence from Chinese renewable energy firms," Energy Policy, Elsevier, vol. 164(C).
    7. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    8. Nguyen, Xuan, 2015. "On the efficiency of private and state-owned enterprises in mixed markets," Economic Modelling, Elsevier, vol. 50(C), pages 130-137.
    9. Hussain, Matloub & Papastathopoulos, Avraam, 2022. "Organizational readiness for digital financial innovation and financial resilience," International Journal of Production Economics, Elsevier, vol. 243(C).
    10. Abbasi, Kaleemullah & Alam, Ashraful & Brohi, Noor Ahmed & Brohi, Imtiaz Ali & Nasim, Shahzad, 2021. "P2P lending Fintechs and SMEs’ access to finance," Economics Letters, Elsevier, vol. 204(C).
    11. Faranak Emtehani & Nasim Nahavandi & Farimah Mokhatab Rafiei, 2021. "A joint inventory–finance model for coordinating a capital-constrained supply chain with financing limitations," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-39, December.
    12. 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).
    13. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    14. Hervás-Oliver, José-Luis & Parrilli, Mario Davide & Rodríguez-Pose, Andrés & Sempere-Ripoll, Francisca, 2021. "The drivers of SME innovation in the regions of the EU," Research Policy, Elsevier, vol. 50(9).
    15. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    16. Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki & Fukuda, Lisa & Rasoulinezhad, Ehsan, 2021. "A model for calculating optimal credit guarantee fee for small and medium-sized enterprises," Economic Modelling, Elsevier, vol. 95(C), pages 361-373.
    17. Mushtaq, Rizwan & Gull, Ammar Ali & Usman, Muhammad, 2022. "ICT adoption, innovation, and SMEs’ access to finance," Telecommunications Policy, Elsevier, vol. 46(3).
    18. Lin, Justin Yifu & Li, Zhiyun, 2008. "Policy burden, privatization and soft budget constraint," Journal of Comparative Economics, Elsevier, vol. 36(1), pages 90-102, March.
    19. 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.
    20. 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).
    21. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    22. Constance E. Helfat, 1997. "Know‐how and asset complementarity and dynamic capability accumulation: the case of r&d," Strategic Management Journal, Wiley Blackwell, vol. 18(5), pages 339-360, May.
    23. repec:dau:papers:123456789/5381 is not listed on IDEAS
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    Cited by:

    1. Shiyun Li, 2025. "Leveraging Big Data for SME Credit Risk Assessment: A Novel BP-KMV and GARCH Integration," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 3321-3349, March.

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