IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v11y2024i1d10.1057_s41599-024-02902-z.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-024-02902-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41599-024-02902-z?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 search for a different version of it.

    References listed on IDEAS

    as
    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.
    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. van der Wouden, Frank & Youn, Hyejin, 2023. "The impact of geographical distance on learning through collaboration," Research Policy, Elsevier, vol. 52(2).
    2. Keith Head & Yao Amber Li & Asier Minondo, 2019. "Geography, Ties, and Knowledge Flows: Evidence from Citations in Mathematics," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 713-727, October.
    3. Tubiana, Matteo & Miguelez, Ernest & Moreno, Rosina, 2022. "In knowledge we trust: Learning-by-interacting and the productivity of inventors," Research Policy, Elsevier, vol. 51(1).
    4. Ascani, Andrea & Bettarelli, Luca & Resmini, Laura & Balland, Pierre-Alexandre, 2020. "Global networks, local specialisation and regional patterns of innovation," Research Policy, Elsevier, vol. 49(8).
    5. Wang, Elizabeth Yi & Kafouros, Mario, 2020. "Location still matters! How does geographic configuration influence the performance-enhancing advantages of FDI spillovers?," Journal of International Management, Elsevier, vol. 26(3).
    6. Pranpreya Sriwannawit & Ulf Sandström, 2015. "Large-scale bibliometric review of diffusion research," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(2), pages 1615-1645, February.
    7. Chen, Yongmin & Jiang, Haiwei & Liang, Yousha & Pan, Shiyuan, 2022. "The impact of foreign direct investment on innovation: Evidence from patent filings and citations in China," Journal of Comparative Economics, Elsevier, vol. 50(4), pages 917-945.
    8. Sebastian Losacker & Hendrik Hansmeier & Jens Horbach & Ingo Liefner, 2023. "The geography of environmental innovation: a critical review and agenda for future research," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(2), pages 291-316, August.
    9. Zacchia, Paolo, 2018. "Benefiting colleagues but not the city: Localized effects from the relocation of superstar inventors," Research Policy, Elsevier, vol. 47(5), pages 992-1005.
    10. Gao, Xue & Rai, Varun, 2023. "Knowledge acquisition and innovation quality: The moderating role of geographical characteristics of technology," Technovation, Elsevier, vol. 125(C).
    11. Kyle HIGHAM & NAGAOKA Sadao, 2022. "Language Barriers and the Speed of Knowledge Diffusion," Discussion papers 22074, Research Institute of Economy, Trade and Industry (RIETI).
    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. Castellani, Davide & Perri, Alessandra & Scalera, Vittoria G., 2022. "Knowledge integration in multinational enterprises: The role of inventors crossing national and organizational boundaries," Journal of World Business, Elsevier, vol. 57(3).
    14. Zafer Sonmez, 2018. "Interregional inventor collaboration and the commercial value of patented inventions: evidence from the US biotechnology industry," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(2), pages 399-438, September.
    15. Shin, Seungryul Ryan & Lee, Jisoo & Jung, Yura Rosemary & Hwang, Junseok, 2022. "The diffusion of scientific discoveries in government laboratories: The role of patents filed by government scientists," Research Policy, Elsevier, vol. 51(5).
    16. Wen, Jun & Wang, Siqin & Yang, Xiuyun & Zhou, Xiaozhou, 2023. "Impacts of epidemics on innovation: An empirical analysis," Technovation, Elsevier, vol. 119(C).
    17. Dietmar Harhoff & Elisabeth Mueller & John Van Reenen, 2014. "What are the Channels for Technology Sourcing? Panel Data Evidence from German Companies," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(1), pages 204-224, March.
    18. Hyuk-Soo Kwon & Jihong Lee & Sokbae Lee & Ryungha Oh, 2022. "Knowledge spillovers and patent citations: trends in geographic localization, 1976–2015," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 31(3), pages 123-147, April.
    19. Lai, Kuei-Kuei & Chen, Yu-Long & Kumar, Vimal & Daim, Tugrul & Verma, Pratima & Kao, Fang-Chen & Liu, Ruirong, 2023. "Mapping technological trajectories and exploring knowledge sources: A case study of E-payment technologies," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    20. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.

    More about this item

    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:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-02902-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    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.