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Can Agriculture-Related Enterprises’ Green Technological Innovation Ride the “Digital Inclusive Finance” Wave?

Author

Listed:
  • Gu Ning

    (Center for Quantitative Economics, Jilin University, Changchun, China)

  • Zhao Xiangyuan

    (School of Economics and Management, Harbin Institute of Technology, Harbin, China)

  • Fu Chengbo

    (School of Business, University of Northern British Columbia, Prince Geroge, BC, Canada)

Abstract

This article systematically examines how digital inclusive finance drives green technological innovation in agriculture-related enterprises. The findings reveal three key insights. First, digital inclusive finance fosters both the “quantity expansion” and “quality enhancement” of green technological innovation in agriculture-related enterprises. Second, this effect operates through three mechanisms: improving financial accessibility, reducing information asymmetry, and stimulating innovation vitality. Third, the impact of digital inclusive finance is heterogeneous – its driving effect is more pronounced in non-state-owned enterprises, highly digitally transformed firms, businesses in non-heavily polluting industries, and enterprises located in eastern China. In summary, this article uncovers an important channel through which digital inclusive finance promotes green technological innovation in agriculture-related enterprises and provides empirical evidence for relevant policy formulation.

Suggested Citation

  • Gu Ning & Zhao Xiangyuan & Fu Chengbo, 2025. "Can Agriculture-Related Enterprises’ Green Technological Innovation Ride the “Digital Inclusive Finance” Wave?," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 19(1), pages 1-25.
    • Handle: RePEc:bpj:econoa:v:19:y:2025:i:1:p:25:n:1002
    DOI: 10.1515/econ-2025-0174
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    References listed on IDEAS

    as
    1. Ma, Kelin, 2023. "Digital inclusive finance and corporate green technology innovation," Finance Research Letters, Elsevier, vol. 55(PB).
    2. Armand Kasztelan & Anna Nowak, 2024. "Green growth in agriculture―New measurement concept and its empirical verification," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 325-335, February.
    3. Li, Huijing & Clancey-Shang, Danjue & Fu, Chengbo & Li, Tianze, 2025. "Does the world need more traditional energy? A comparative analysis of ESG activities, free cash flow, and capital market implications," International Review of Financial Analysis, Elsevier, vol. 99(C).
    4. Liu, Chen & Xiong, Mengxu, 2022. "Green finance reform and corporate innovation: Evidence from China✰," Finance Research Letters, Elsevier, vol. 48(C).
    5. Oksana Hrynevych & Miguel Blanco Canto & Mercedes Jiménez García, 2022. "Tendencies of Precision Agriculture in Ukraine: Disruptive Smart Farming Tools as Cooperation Drivers," Agriculture, MDPI, vol. 12(5), pages 1-15, May.
    6. Balsmeier, Benjamin & Fleming, Lee & Manso, Gustavo, 2017. "Independent boards and innovation," Journal of Financial Economics, Elsevier, vol. 123(3), pages 536-557.
    7. Sena, Vania & Duygun, Meryem & Lubrano, Giuseppe & Marra, Marianna & Shaban, Mohamed, 2018. "Board independence, corruption and innovation. Some evidence on UK subsidiaries," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 22-43.
    8. Gong, Xu & Song, Yijie & Fu, Chengbo & Li, Huijing, 2023. "Climate risk and stock performance of fossil fuel companies: An international analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 89(C).
    9. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    10. Yongbin Lv & Ying Jia & Chenying Sang & Xianming Sun, 2024. "Carbon reduction effect of digital finance in China: based on household micro data and input-output model," China Finance Review International, Emerald Group Publishing Limited, vol. 15(2), pages 363-388, July.
    11. Kassouri, Yacouba & Kacou, Kacou Yves Thierry, 2022. "Does the structure of credit markets affect agricultural development in West African countries?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 588-601.
    12. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    13. Bronwyn H. Hall & Pietro Moncada-Paternò-Castello & Sandro Montresor & Antonio Vezzani, 2016. "Financing constraints, R&D investments and innovative performances: new empirical evidence at the firm level for Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 183-196, April.
    14. Julapa Jagtiani & Catharine Lemieux, 2019. "The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform," Financial Management, Financial Management Association International, vol. 48(4), pages 1009-1029, December.
    15. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    16. Cherrafi, Anass & Garza-Reyes, Jose Arturo & Kumar, Vikas & Mishra, Nishikant & Ghobadian, Abby & Elfezazi, Said, 2018. "Lean, green practices and process innovation: A model for green supply chain performance," International Journal of Production Economics, Elsevier, vol. 206(C), pages 79-92.
    17. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    18. Campanella, Francesco & Serino, Luana & Battisti, Enrico & Giakoumelou, Anastasia & Karasamani, Isabella, 2023. "FinTech in the financial system: Towards a capital-intensive and high competence human capital reality?," Journal of Business Research, Elsevier, vol. 155(PA).
    19. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    20. Chen, Chung-Jen & Lin, Bou-Wen & Lin, Ya-Hui & Hsiao, Yung-Chang, 2016. "Ownership structure, independent board members and innovation performance: A contingency perspective," Journal of Business Research, Elsevier, vol. 69(9), pages 3371-3379.
    21. 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.
    22. Leonardo Gambacorta & Yiping Huang & Zhenhua Li & Han Qiu & Shu Chen, 2023. "Data versus Collateral," Review of Finance, European Finance Association, vol. 27(2), pages 369-398.
    23. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
    24. Yu, Liping & Li, Huiyang & Wang, Zuogong & Duan, Yunlong, 2019. "Technology imports and self-innovation in the context of innovation quality," International Journal of Production Economics, Elsevier, vol. 214(C), pages 44-52.
    25. 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.
    26. Kamble, Sachin S. & Gunasekaran, Angappa & Gawankar, Shradha A., 2020. "Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications," International Journal of Production Economics, Elsevier, vol. 219(C), pages 179-194.
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    Keywords

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    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

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