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Human Capital, Market Environment, and Firm Innovation in Chinese Manufacturing Firms

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  • Xiuli Sun

    (School of Statistics, Southwestern University of Finance and Economics, Chengdu 611130, China)

Abstract

This paper explored firm-level innovation in different market environments from a human capital point of view using both theoretical and empirical approaches. In the theoretical model, two firms compete with each other in a two-stage Cournot competition game, the innovation stage and production stage. Theoretical results indicated that a firm’s innovation is not only determined by its human capital level, firm characteristics, and its market share, but also might be affected by market environment. In the empirical study, we used two firm-level datasets from China, one from metropolitan cities and one from mid-sized cities. Results show that skilled human capital is vital for firm innovation in metropolitan cities, while R&D plays an important role in firm innovation in mid-sized cities. The GM’s experience is more important for firms in metropolitan cities, while the GM’s education is more critical for firms in mid-sized cities. Moreover, GDP per capita has a positive effect on firm innovation in metropolitan cities, while it harms firm innovation in mid-sized cities. We further showed that the industry composition explanation could account for our results. Finally, we also tried IV estimation, and the related results are discussed.

Suggested Citation

  • Xiuli Sun, 2022. "Human Capital, Market Environment, and Firm Innovation in Chinese Manufacturing Firms," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12642-:d:933762
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    References listed on IDEAS

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    1. Richard J. Rosen, 1991. "Research and Development with Asymmetric Firm Sizes," RAND Journal of Economics, The RAND Corporation, vol. 22(3), pages 411-429, Autumn.
    2. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273.
    3. Howitt, Peter & Mayer-Foulkes, David, 2005. "R&D, Implementation, and Stagnation: A Schumpeterian Theory of Convergence Clubs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(1), pages 147-177, February.
    4. Shangqin Hong & Les Oxley & Philip McCann & Trinh Le, 2016. "Why firm size matters: investigating the drivers of innovation and economic performance in New Zealand using the," Applied Economics, Taylor & Francis Journals, vol. 48(55), pages 5379-5395, November.
    5. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    6. Cláudia Custódio & Miguel A. Ferreira & Pedro Matos, 2019. "Do General Managerial Skills Spur Innovation?," Management Science, INFORMS, vol. 65(2), pages 459-476, February.
    7. Grimpe, Christoph & Sofka, Wolfgang, 2009. "Search patterns and absorptive capacity: Low- and high-technology sectors in European countries," Research Policy, Elsevier, vol. 38(3), pages 495-506, April.
    8. Mara P. Squicciarini & Nico Voigtländer, 2015. "Human Capital and Industrialization: Evidence from the Age of Enlightenment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1825-1883.
    9. Bosetti, Valentina & Cattaneo, Cristina & Verdolini, Elena, 2015. "Migration of skilled workers and innovation: A European Perspective," Journal of International Economics, Elsevier, vol. 96(2), pages 311-322.
    10. Krammer, Sorin M.S., 2009. "Drivers of national innovation in transition: Evidence from a panel of Eastern European countries," Research Policy, Elsevier, vol. 38(5), pages 845-860, June.
    11. Alan B. Krueger, 1993. "How Computers Have Changed the Wage Structure: Evidence from Microdata, 1984–1989," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(1), pages 33-60.
    12. Raymond, Wladimir & Mairesse, Jacques & Mohnen, Pierre & Palm, Franz, 2015. "Dynamic models of R & D, innovation and productivity: Panel data evidence for Dutch and French manufacturing," European Economic Review, Elsevier, vol. 78(C), pages 285-306.
    13. Mathias Thoenig & Thierry Verdier, 2003. "A Theory of Defensive Skill-Biased Innovation and Globalization," American Economic Review, American Economic Association, vol. 93(3), pages 709-728, June.
    14. Laursen, Keld & Leten, Bart & Nguyen, Ngoc Han & Vancauteren, Mark, 2020. "Mounting corporate innovation performance: The effects of high-skilled migrant hires and integration capacity," Research Policy, Elsevier, vol. 49(9).
    15. McGuirk, Helen & Lenihan, Helena & Hart, Mark, 2015. "Measuring the impact of innovative human capital on small firms’ propensity to innovate," Research Policy, Elsevier, vol. 44(4), pages 965-976.
    16. Berna Sezen Özen & Tüzin Baycan, 2022. "Regional Innovation Performances in Turkey," Sustainability, MDPI, vol. 14(16), pages 1-34, August.
    17. Yi Qiu & Hana Wang, 2022. "The Impact of Public Services on Urban Innovation—A Study Based on Differences and Mechanisms," Sustainability, MDPI, vol. 14(15), pages 1-18, August.
    18. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    19. Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984. "Pseudo Maximum Likelihood Methods: Applications to Poisson Models," Econometrica, Econometric Society, vol. 52(3), pages 701-720, May.
    20. Martin Andersson & Hans Lööf, 2012. "Small business innovation: firm level evidence from Sweden," The Journal of Technology Transfer, Springer, vol. 37(5), pages 732-754, October.
    21. Rong, Zhao & Wang, Wenchun & Gong, Qiang, 2016. "Housing price appreciation, investment opportunity, and firm innovation: Evidence from China," Journal of Housing Economics, Elsevier, vol. 33(C), pages 34-58.
    22. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    23. Fleisher, Belton M. & Hu, Yifan & Li, Haizheng & Kim, Seonghoon, 2011. "Economic transition, higher education and worker productivity in China," Journal of Development Economics, Elsevier, vol. 94(1), pages 86-94, January.
    24. Anna Lewandowska & Herman Cherniaiev, 2022. "R&D Cooperation and Investments concerning Sustainable Business Innovation: Empirical Evidence from Polish SMEs," Sustainability, MDPI, vol. 14(16), pages 1-16, August.
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