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Regional innovation distribution and its dynamic evolution: Policy impact and spillover effect—Based on the perspective of innovation motivation

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  • Yanyang Yan
  • Zhichao Wu

Abstract

This study aims to explore the direct effect and spillover effect of innovation policy in the distribution and dynamic evolution of the regional innovation from the perspective of innovation motivation using the spatial econometric model. Substantive innovation and strategic innovation in one region could affect innovation in another region. In addition, the direct effect and spatial spillover effect of innovation policy could significantly affect innovation; however, they exert a higher impact on substantive innovation. Considering different policy tools, we found that government subsidies exert a significant positive impact on substantive innovation and strategic innovation, whereas financial institution loans exert a significant negative impact on substantive innovation and strategic innovation. And for the impact range, the government subsidies are higher than that of financial institution loans. Furthermore, this study reveals the leading environmental factors affecting regional innovation and provide a policy basis to promote the construction of an innovation-oriented country.

Suggested Citation

  • Yanyang Yan & Zhichao Wu, 2020. "Regional innovation distribution and its dynamic evolution: Policy impact and spillover effect—Based on the perspective of innovation motivation," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-29, July.
    • Handle: RePEc:plo:pone00:0235828
    DOI: 10.1371/journal.pone.0235828
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    1. Afees A. Salisu & Taofeek O. Ayinde, 2018. "Testing for spillovers in naira exchange rates: The role of electioneering & global financial crisis," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 341-348, December.
    2. Giovanni Dosi & Luigi Marengo & Corrado Pasquali, 2010. "How Much Should Society Fuel the Greed of Innovators? On the Relations between Appropriability, Opportunities and Rates of Innovation," Chapters, in: Riccardo Viale & Henry Etzkowitz (ed.), The Capitalization of Knowledge, chapter 4, Edward Elgar Publishing.
    3. Max Rolfstam, 2009. "Public procurement as an innovation policy tool: The role of institutions," Science and Public Policy, Oxford University Press, vol. 36(5), pages 349-360, June.
    4. Howell, Anthony, 2016. "Firm R&D, innovation and easing financial constraints in China: Does corporate tax reform matter?," Research Policy, Elsevier, vol. 45(10), pages 1996-2007.
    5. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    6. Czarnitzki, Dirk & Hanel, Petr & Rosa, Julio Miguel, 2011. "Evaluating the impact of R&D tax credits on innovation: A microeconometric study on Canadian firms," Research Policy, Elsevier, vol. 40(2), pages 217-229, March.
    7. Xiurong Chen & Aimin Hao & Yali Li, 2020. "The impact of financial contagion on real economy-An empirical research based on combination of complex network technology and spatial econometrics model," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-20, March.
    8. Viral V. Acharya & Krishnamurthy V. Subramanian, 2009. "Bankruptcy Codes and Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 4949-4988, December.
    9. Xu, Mingli & Kong, Gaowen & Kong, Dongmin, 2017. "Does wage justice hamper creativity? Pay gap and firm innovation in China," China Economic Review, Elsevier, vol. 44(C), pages 186-202.
    10. Howell, Anthony, 2015. "‘Indigenous’ innovation with heterogeneous risk and new firm survival in a transitioning Chinese economy," Research Policy, Elsevier, vol. 44(10), pages 1866-1876.
    11. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    12. 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.
    13. Cappelli, Riccardo & Czarnitzki, Dirk & Kraft, Kornelius, 2014. "Sources of spillovers for imitation and innovation," Research Policy, Elsevier, vol. 43(1), pages 115-120.
    14. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    15. Carlino, Gerald A. & Chatterjee, Satyajit & Hunt, Robert M., 2007. "Urban density and the rate of invention," Journal of Urban Economics, Elsevier, vol. 61(3), pages 389-419, May.
    16. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    17. Ning, Lutao & Wang, Fan & Li, Jian, 2016. "Urban innovation, regional externalities of foreign direct investment and industrial agglomeration: Evidence from Chinese cities," Research Policy, Elsevier, vol. 45(4), pages 830-843.
    18. Lynne G. Zucker & Michael R. Darby, 2009. "Star Scientists, Innovation and Regional and National Immigration," Chapters, in: David B. Audretsch & Robert E. Litan & Robert Strom (ed.), Entrepreneurship and Openness, chapter 6, Edward Elgar Publishing.
    19. Josh Lerner & Morten Sorensen & Per Strömberg, 2011. "Private Equity and Long‐Run Investment: The Case of Innovation," Journal of Finance, American Finance Association, vol. 66(2), pages 445-477, April.
    20. J Sylvan Katz & Viv Cothey, 2006. "Web indicators for complex innovation systems," Research Evaluation, Oxford University Press, vol. 15(2), pages 85-95, August.
    21. Claudio A. Piga & Gianfranco Atzeni, 2007. "R&D Investment, Credit Rationing And Sample Selection," Bulletin of Economic Research, Wiley Blackwell, vol. 59(2), pages 149-178, April.
    22. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
    23. Fabrizio, Kira R. & Poczter, Sharon & Zelner, Bennet A., 2017. "Does innovation policy attract international competition? Evidence from energy storage," Research Policy, Elsevier, vol. 46(6), pages 1106-1117.
    24. Bhattacharya, Utpal & Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2017. "What Affects Innovation More: Policy or Policy Uncertainty?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 1869-1901, October.
    25. Ran Zhang & Jigao Zhu & Heng Yue & Chunyan Zhu, 2010. "Corporate Philanthropic Giving, Advertising Intensity, and Industry Competition Level," Journal of Business Ethics, Springer, vol. 94(1), pages 39-52, June.
    26. Bronwyn H. Hall & Dietmar Harhoff, 2012. "Recent Research on the Economics of Patents," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 541-565, July.
    27. Hu, Mei-Chih & Mathews, John A., 2005. "National innovative capacity in East Asia," Research Policy, Elsevier, vol. 34(9), pages 1322-1349, November.
    28. repec:rre:publsh:v:34:y:2004:i:1:p:11-36 is not listed on IDEAS
    29. Vincent Chandler, 2012. "The economic impact of the Canada small business financing program," Small Business Economics, Springer, vol. 39(1), pages 253-264, July.
    30. Katz, J. Sylvan, 2006. "Indicators for complex innovation systems," Research Policy, Elsevier, vol. 35(7), pages 893-909, September.
    31. Lim, Up, 2003. "The Spatial Distribution of Innovative Activity in U.S. Metropolitan Areas: Evidence from Patent Data," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 33(2), pages 1-30.
    32. Bruce C. Greenwald & Joseph E. Stiglitz, 1986. "Externalities in Economies with Imperfect Information and Incomplete Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(2), pages 229-264.
    33. Blind, Knut, 2012. "The influence of regulations on innovation: A quantitative assessment for OECD countries," Research Policy, Elsevier, vol. 41(2), pages 391-400.
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