IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v83y2022ics0038012122000362.html
   My bibliography  Save this article

Do fintech applications promote regional innovation efficiency? Empirical evidence from China

Author

Listed:
  • Yang, Lihong
  • Wang, Shixun

Abstract

The rise of fintech in the past decade has received growing scholarly attention. Does the application of fintech promote innovation efficiency at the regional level? Will fintech heterogeneously affect a different stage of innovation? Motivated by these questions, this paper studies the impact of fintech on innovation efficiency and the spatial spillover effects of fintech by using regional-level data on China. We employ a two-stage DEA method to evaluate the innovation efficiency, namely, the R&D efficiency and launching efficiency, of different innovation processes. We conduct an empirical test by using the spatial Durbin model in combination with the fintech development index. The results suggest that fintech promotes overall innovation efficiency and launching efficiency but less affects R&D efficiency. Fintech also exhibits adverse spatial spillover effects on the surrounding regions in the launching stage. We further studied the effects of the breadth and depth of fintech on innovation and the impacts on different types of patents. The results show a heterogeneous impact of fintech, which generates regional development policy implications in the digital era.

Suggested Citation

  • Yang, Lihong & Wang, Shixun, 2022. "Do fintech applications promote regional innovation efficiency? Empirical evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    • Handle: RePEc:eee:soceps:v:83:y:2022:i:c:s0038012122000362
    DOI: 10.1016/j.seps.2022.101258
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012122000362
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.seps.2022.101258?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. Sampsa Samila & Olav Sorenson, 2011. "Venture Capital, Entrepreneurship, and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 338-349, February.
    2. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    3. Guan, Jiancheng & Chen, Kaihua, 2012. "Modeling the relative efficiency of national innovation systems," Research Policy, Elsevier, vol. 41(1), pages 102-115.
    4. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    5. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    6. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    7. Kao, Chiang & Hwang, Shiuh-Nan, 2008. "Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan," European Journal of Operational Research, Elsevier, vol. 185(1), pages 418-429, February.
    8. James P. Lesage, 2008. "An Introduction to Spatial Econometrics," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 19-44.
    9. Keh, Hean Tat & Chu, Singfat & Xu, Jiye, 2006. "Efficiency, effectiveness and productivity of marketing in services," European Journal of Operational Research, Elsevier, vol. 170(1), pages 265-276, April.
    10. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    11. 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).
    12. Cruz-Cázares, Claudio & Bayona-Sáez, Cristina & García-Marco, Teresa, 2013. "You can’t manage right what you can’t measure well: Technological innovation efficiency," Research Policy, Elsevier, vol. 42(6), pages 1239-1250.
    13. 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.
    14. Xun Zhang & Ying Tan & Zonghui Hu & Chen Wang & Guanghua Wan, 2020. "The Trickle‐down Effect of Fintech Development: From the Perspective of Urbanization," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 28(1), pages 23-40, January.
    15. 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.
    16. Fang, Hao & Chung, Chien-Ping & Lu, Yang-Cheng & Lee, Yen-Hsien & Wang, Wen-Hao, 2021. "The impacts of investors' sentiments on stock returns using fintech approaches," International Review of Financial Analysis, Elsevier, vol. 77(C).
    17. Geddes, Anna & Schmidt, Tobias S., 2020. "Integrating finance into the multi-level perspective: Technology niche-finance regime interactions and financial policy interventions," Research Policy, Elsevier, vol. 49(6).
    18. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    19. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    20. Liang Liang & Wade D. Cook & Joe Zhu, 2008. "DEA models for two‐stage processes: Game approach and efficiency decomposition," Naval Research Logistics (NRL), John Wiley & Sons, vol. 55(7), pages 643-653, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Huwei Wen & Yutong Liu, 2023. "Can Fintech Lead to the Collaborative Reduction in Pollution Discharges and Carbon Emissions?," Sustainability, MDPI, vol. 15(15), pages 1-19, July.
    2. Yuzhen Ma & Xinyang Wei & Gaoyun Yan & Xiaoyu He, 2023. "The Impact of Fintech Development on Air Pollution," IJERPH, MDPI, vol. 20(4), pages 1-16, February.
    3. Wang, Jianda & Wang, Kun & Dong, Kangyin & Zhang, Shiqiu, 2023. "Assessing the role of financial development in natural resource utilization efficiency: Does artificial intelligence technology matter?," Resources Policy, Elsevier, vol. 85(PA).

    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. Thomas J. Chemmanur & Michael B. Imerman & Harshit Rajaiya & Qianqian Yu, 2020. "Recent Developments In The Fintech Industry," Journal of Financial Management, Markets and Institutions (JFMMI), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-31, June.
    2. Rudra P. Pradhan & Rana P. Maradana & Danish B. Zaki & Saurav Dash & Manju Jayakumar & Kunal Gaurav, 2017. "Venture Capital and Innovation: Evidence from European Economic Area Countries," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 14(06), pages 1-30, December.
    3. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    4. Konstantinos Dellis, 2020. "Knowledge Diffusion and Financial Development Thresholds," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 154, Hellenic Observatory, LSE.
    5. 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).
    6. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    7. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    8. Dellis, Konstantinos, 2020. "Knowledge diffusion and financial development thresholds," LSE Research Online Documents on Economics 107882, London School of Economics and Political Science, LSE Library.
    9. Crespi, Gustavo & Figal Garone, Lucas & Maffioli, Alessandro & Stein, Ernesto, 2020. "Public support to R&D, productivity, and spillover effects: Firm-level evidence from Chile," World Development, Elsevier, vol. 130(C).
    10. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    11. repec:bof:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    12. Cowling, Marc & Ughetto, Elisa & Lee, Neil, 2018. "The innovation debt penalty: Cost of debt, loan default, and the effects of a public loan guarantee on high-tech firms," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 166-176.
    13. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    14. Liu, Jiangtao & Zhang, Yi & Kuang, Jia, 2023. "Fintech development and green innovation: Evidence from China," Energy Policy, Elsevier, vol. 183(C).
    15. Hasan, Iftekhar & Li, Xiang & Takalo, Tuomas, 2023. "Technological innovation and the bank lending channel of monetary policy transmission," BOFIT Discussion Papers 9/2023, Bank of Finland Institute for Emerging Economies (BOFIT).
    16. Angela Cipollone & Paolo E. Giordani, 2012. "Animal Spirits in Entrepreneurial Innovation: Theory and Evidence," Working Papers CELEG 1201, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    17. Aaron Chatterji & Edward Glaeser & William Kerr, 2014. "Clusters of Entrepreneurship and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 129-166.
    18. Doumpos, Michalis & Zopounidis, Constantin & Gounopoulos, Dimitrios & Platanakis, Emmanouil & Zhang, Wenke, 2023. "Operational research and artificial intelligence methods in banking," European Journal of Operational Research, Elsevier, vol. 306(1), pages 1-16.
    19. Carlos J. Serrano & Rosemarie Ziedonis, 2018. "How Redeployable are Patent Assets? Evidence from Failed Startups," NBER Working Papers 24526, National Bureau of Economic Research, Inc.
    20. Anders Gustafsson & Andreas Stephan & Alice Hallman & Nils Karlsson, 2016. "The “sugar rush” from innovation subsidies: a robust political economy perspective," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 43(4), pages 729-756, November.
    21. Kowalewski, Oskar & Pisany, Paweł, 2022. "Banks' consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing," International Review of Financial Analysis, Elsevier, vol. 81(C).
    22. Badi H. Baltagi & Peter H. Egger & Michaela Kesina, 2016. "Firm‐Level Productivity Spillovers in China's Chemical Industry: A Spatial Hausman‐Taylor Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(1), pages 214-248, January.
    23. Anabela Santos & Michele Cincera & Giovanni Cerulli, 2019. "Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy," Working Paper 54d93216-99f7-4438-975d-2, European Microfinance Network.

    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:soceps:v:83:y:2022:i:c:s0038012122000362. 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.elsevier.com/locate/seps .

    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.