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The Impact of Science and Technology Finance on Regional Collaborative Innovation: The Threshold Effect of Absorptive Capacity

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  • Zibiao Li

    (School of Economics and Management, Hebei University of Technology, Tianjin 300401, China)

  • Han Li

    (School of Economics and Management, Hebei University of Technology, Tianjin 300401, China)

  • Siwei Wang

    (School of Economics and Management, Hebei University of Technology, Tianjin 300401, China)

  • Xue Lu

    (School of Economics and Management, Hebei University of Technology, Tianjin 300401, China)

Abstract

The collaborative innovation of Beijing-Tianjin-Hebei region is faced with prominent problems such as the large gap in innovation resources and capability. In addition, science and technology (S&T) finance provides the approach to promote the flow of regional capital, technology and talents, which can facilitate the coordinated development of Beijing-Tianjin-Hebei region. Therefore, this study takes the Beijing-Tianjin-Hebei region as an example to explore the mechanism of different S&T finance on regional S&T collaborative innovation. Based on the provincial panel data of Beijing-Tianjin-Hebei region from 2009 to 2020, this paper constructs a dynamic panel threshold model with different regional absorptive capacities (technology level and economic base) as threshold variables to analyze the impact of public and market S&T finance on regional collaborative innovation. The main findings of this paper are as follows: first, the overall level of regional collaborative innovation in Beijing, Tianjin and Hebei is low, and public and market S&T finance significantly affects regional collaborative innovation in Beijing, Tianjin and Hebei. Specifically, public S&T finance plays an inhibitory role on regional collaborative innovation, and market S&T finance positively affects regional collaborative innovation. Secondly, both types of S&T finance have obvious heterogeneous threshold characteristics of absorptive capacity on regional collaborative innovation. Once the absorptive capacity of both regions breaks through the critical scale, the inhibiting effect of public S&T finance on regional collaborative innovation shows a weakening trend; with the improvement of technology level, the positive influence of market S&T finance on regional collaborative innovation keeps increasing. With the improvement of economic base, it shows a shift from negative to positive. The research findings provide theoretical and practical guidance for accelerating the pace of S&T innovation and the implementation mechanism of regional coordinated development.

Suggested Citation

  • Zibiao Li & Han Li & Siwei Wang & Xue Lu, 2022. "The Impact of Science and Technology Finance on Regional Collaborative Innovation: The Threshold Effect of Absorptive Capacity," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:23:p:15980-:d:988949
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    as
    1. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    2. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    3. 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).
    4. Fei Fan & Huan Lian & Song Wang, 2020. "Can regional collaborative innovation improve innovation efficiency? An empirical study of Chinese cities," Growth and Change, Wiley Blackwell, vol. 51(1), pages 440-463, March.
    5. Vladimir Bochko, 2015. "The Accelerating And Constraining Factors Of The Coordinated And Balanced Development Of Regions," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(1), pages 39-52.
    6. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    7. Nivedita Mukherji & Jonathan Silberman, 2013. "Absorptive Capacity, Knowledge Flows, And Innovation In U.S. Metropolitan Areas," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 392-417, August.
    8. Wu, Haitao & Hao, Yu & Weng, Jia-Hsi, 2019. "How does energy consumption affect China's urbanization? New evidence from dynamic threshold panel models," Energy Policy, Elsevier, vol. 127(C), pages 24-38.
    9. Valter Giacinto, 2010. "On vector autoregressive modeling in space and time," Journal of Geographical Systems, Springer, vol. 12(2), pages 125-154, June.
    10. Ang, James B., 2010. "Research, technological change and financial liberalization in South Korea," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 457-468, March.
    11. Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 61, pages 2713-2739, Elsevier.
    12. Myung Hwan Seo & Sueyoul Kim & Young-Joo Kim, 2019. "Estimation of dynamic panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 19(3), pages 685-697, September.
    13. Yano, Go & Shiraishi, Maho, 2020. "Finance, institutions, and innovation activities in China," Economic Systems, Elsevier, vol. 44(4).
    14. Roberto Basile & Roberta Capello & Andrea Caragliu, 2012. "Technological interdependence and regional growth in Europe: Proximity and synergy in knowledge spillovers," Papers in Regional Science, Wiley Blackwell, vol. 91(4), pages 697-722, November.
    15. Freeman, C., 1991. "Networks of innovators: A synthesis of research issues," Research Policy, Elsevier, vol. 20(5), pages 499-514, October.
    16. Yu, Zhi-Feng & Wang, Wen-Quan & Yan, Yan & Liu, Xing-Shun, 2021. "Energy loss evaluation in a Francis turbine under overall operating conditions using entropy production method," Renewable Energy, Elsevier, vol. 169(C), pages 982-999.
    17. Miguel A. Márquez & Julián Ramajo & Geoffrey JD. Hewings, 2015. "Regional growth and spatial spillovers: Evidence from an SpVAR for the Spanish regions," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 1-18, November.
    18. Xie, Rui & Fu, Wei & Yao, Siling & Zhang, Qi, 2021. "Effects of financial agglomeration on green total factor productivity in Chinese cities: Insights from an empirical spatial Durbin model," Energy Economics, Elsevier, vol. 101(C).
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