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Green digital finance and technology diffusion

Author

Listed:
  • Xiujie Tan

    (Wuhan University)

  • Si Cheng

    (Hubei University of Economics
    Hubei University of Economics)

  • Yishuang Liu

    (Wuhan University)

Abstract

Technology diffusion is essential for sustainable development. However, traditional financing faces structural problems in supporting technological innovation and diffusion. Fortunately, greening and digitalisation have become important directions for the financial development. It’s well worth examining whether green digital finance would promote the diffusion of technology among regions. Therefore, this study explores the causal relationship between green digital finance and technology diffusion using the panel data of 35,532 ‘citing city-cited city’ pair observations from 2002 to 2015. Considering different spatial spillover effects of administrative boundaries and geographic distances, it applies and extends the classic spatial Dubin model with a dual-weighted boundary and distance. The main findings of this study are as follows. First, green digital finance shows significant and considerable spatial stimulus effects, particularly in terms of spatial diffusion across cities. A slight cumulative phenomenon is revealed for different technology diffusion durations. Green digital credit, investment, and support have better stimulating effects on technology diffusion. Second, digital economy and market integration are effective mechanism pathways during this stimulating process of green digital finance on technology diffusion. Digitalisation innovation has a better mechanism effect than others. Third, considering the direction of technology diffusion, the diffusion effect from the east-region cities was better than that from the central-west-region cities.

Suggested Citation

  • Xiujie Tan & Si Cheng & Yishuang Liu, 2024. "Green digital finance and technology diffusion," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-02902-z
    DOI: 10.1057/s41599-024-02902-z
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    1. Halleck-Vega, Solmaria & Mandel, Antoine & Millock, Katrin, 2018. "Accelerating diffusion of climate-friendly technologies: A network perspective," Ecological Economics, Elsevier, vol. 152(C), pages 235-245.
    2. Jasjit Singh & Matt Marx, 2013. "Geographic Constraints on Knowledge Spillovers: Political Borders vs. Spatial Proximity," Management Science, INFORMS, vol. 59(9), pages 2056-2078, September.
    3. Vujanović, Nina & Radošević, Slavo & Stojčić, Nebojša & Hisarciklilar, Mehtap & Hashi, Iraj, 2022. "FDI spillover effects on innovation activities of knowledge using and knowledge creating firms: Evidence from an emerging economy," Technovation, Elsevier, vol. 118(C).
    4. Stephen Ayerst & Faisal Ibrahim & Gaelan MacKenzie & Swapnika Rachapalli, 2023. "Trade and Diffusion of Embodied Technology: An Empirical Analysis," Staff Working Papers 23-21, Bank of Canada.
    5. Diego B. Ocampo-Corrales & Rosina Moreno & Jordi Suriñach, 2021. "Knowledge flows and technologies in renewable energies at the regional level in Europe," Regional Studies, Taylor & Francis Journals, vol. 55(3), pages 521-532, March.
    6. Diego Comin & Ramana Nanda, 2019. "Financial Development and Technology Diffusion," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(2), pages 395-419, June.
    7. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    8. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    9. 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).
    10. Balsmeier, Benjamin & Fleming, Lee & Manso, Gustavo, 2017. "Independent boards and innovation," Journal of Financial Economics, Elsevier, vol. 123(3), pages 536-557.
    11. Wang, Hu & Shen, Hong & Li, Shouwei, 2023. "Does green direct financing work in reducing carbon risk?," Economic Modelling, Elsevier, vol. 128(C).
    12. Fadly, Dalia & Fontes, Francisco, 2019. "Geographical proximity and renewable energy diffusion: An empirical approach," Energy Policy, Elsevier, vol. 129(C), pages 422-435.
    13. Changling Sun & Zixi Zhang & Marek Vochozka & Iveta Vozòáková, 2022. "Enterprise digital transformation and debt financing cost in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(3), pages 783-829, September.
    14. Jagtiani, Julapa & Lemieux, Catharine, 2018. "Do fintech lenders penetrate areas that are underserved by traditional banks?," Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
    15. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    16. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    17. Abramo, Giovanni & D’Angelo, Ciriaco Andrea & Di Costa, Flavia, 2020. "The role of geographical proximity in knowledge diffusion, measured by citations to scientific literature," Journal of Informetrics, Elsevier, vol. 14(1).
    18. Md Ruhul Amin & Chune Young Chung & Sanggyu Kang, 2023. "Does information quality matter in corporate innovation? Evidence from the Korean market," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(1), pages 92-112, January.
    19. Liu, Baohua & Lin, Yan & Chan, Kam C. & Fung, Hung-Gay, 2018. "The dark side of rent-seeking: The impact of rent-seeking on earnings management," Journal of Business Research, Elsevier, vol. 91(C), pages 94-107.
    20. Bin Xu & Eric CHiang, 2005. "Trade, Patents and International Technology Diffusion," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 14(1), pages 115-135.
    21. Fagerberg, Jan & Verspagen, Bart, 2002. "Technology-gaps, innovation-diffusion and transformation: an evolutionary interpretation," Research Policy, Elsevier, vol. 31(8-9), pages 1291-1304, December.
    22. Lv, Chengchao & Bian, Baocheng & Lee, Chien-Chiang & He, Zhiwen, 2021. "Regional gap and the trend of green finance development in China," Energy Economics, Elsevier, vol. 102(C).
    23. Amrita Chatterjee, 2020. "Financial inclusion, information and communication technology diffusion, and economic growth: a panel data analysis," Information Technology for Development, Taylor & Francis Journals, vol. 26(3), pages 607-635, July.
    24. Xu, Aiting & Zhu, Yuhan & Wang, Wenpu, 2023. "Micro green technology innovation effects of green finance pilot policy—From the perspectives of action points and green value," Journal of Business Research, Elsevier, vol. 159(C).
    25. Sebastian Losacker & Jens Horbach & Ingo Liefner, 2023. "Geography and the speed of green technology diffusion," Industry and Innovation, Taylor & Francis Journals, vol. 30(5), pages 531-555, May.
    26. Tong, Tony W. & Zhang, Kun & He, Zi-Lin & Zhang, Yuchen, 2018. "What determines the duration of patent examination in China? An outcome-specific duration analysis of invention patent applications at SIPO," Research Policy, Elsevier, vol. 47(3), pages 583-591.
    27. Christian Catalini, 2018. "Microgeography and the Direction of Inventive Activity," Management Science, INFORMS, vol. 64(9), pages 4348-4364, September.
    28. Wang, Quan-Jing & Tang, Kai & Hu, Hai-Qing, 2022. "The impact of digital finance on green innovation: Evidence from provinces in China," Innovation and Green Development, Elsevier, vol. 1(1).
    29. Dongho Han & Ilwon Seo, 2023. "Uncertainty in Market-Mediated Technology Transfer and Geographical Diffusion: Evidence from Chinese Technology Flow," Journal of Urban Technology, Taylor & Francis Journals, vol. 30(3), pages 3-22, May.
    30. Sergio Mariotti & Lucia Piscitello & Stefano Elia, 2010. "Spatial agglomeration of multinational enterprises: the role of information externalities and knowledge spillovers," Journal of Economic Geography, Oxford University Press, vol. 10(4), pages 519-538, July.
    31. Feng, Gen-Fu & Zheng, Mingbo & Wen, Jun & Chang, Chun-Ping & Chen, Yin E., 2019. "The assessment of globalization on innovation in Chinese manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 190-202.
    32. Purva Khera & Stephanie Ng & Sumiko Ogawa & Ratna Sahay, 2022. "Measuring Digital Financial Inclusion in Emerging Market and Developing Economies: A New Index," Asian Economic Policy Review, Japan Center for Economic Research, vol. 17(2), pages 213-230, July.
    33. Baruffaldi, Stefano H. & Simeth, Markus, 2020. "Patents and knowledge diffusion: The effect of early disclosure," Research Policy, Elsevier, vol. 49(4).
    34. Jere R. Francis & Shawn Huang & Inder K. Khurana & Raynolde Pereira, 2009. "Does Corporate Transparency Contribute to Efficient Resource Allocation?," Journal of Accounting Research, Wiley Blackwell, vol. 47(4), pages 943-989, September.
    35. 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.
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