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Heterogeneous human capital, spatial spillovers and regional innovation: evidence from the Yangtze River Economic Belt, China

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  • Fenghua Wen

    (Central University of Finance and Economics)

  • Shan Yang

    (Central University of Finance and Economics)

  • Daohan Huang

    (Beijing University of Civil Engineering and Architecture)

Abstract

Investing in human capital can assist in achieving technological innovations, while the spatial spillover effects of human capital on urban innovation in urban agglomeration are largely ignored. Using the panel data of 108 cities in China’s Yangtze River Economic Belt (YREB) during 2011–2020, this paper explores the interactions between human capital and urban innovation with a two-way fixed effects Spatial Durbin Model framework, which incorporates the interpretation of spatial spillover effects. The results show that urban innovation in the YREB has spatial heterogeneity in the structure, which is reflected in its diffusion from the downstream cities on the eastern coast to the upstream cities in the western region. Then, the low-level human capital inhibits the development of local innovation, while intermediate and high-level human capital improves local innovation. Furthermore, the spatial spillover effect shows an opposite trend. The impact of human capital on urban innovation is not significant in the downstream cities, such as Shanghai and Nanjing. Finally, three policy directions are proposed to optimize the human capital structure of the YREB, which are, strengthening investment in human capital and technological innovation, enhancing the talent spillover effect, and improving basic education.

Suggested Citation

  • Fenghua Wen & Shan Yang & Daohan Huang, 2023. "Heterogeneous human capital, spatial spillovers and regional innovation: evidence from the Yangtze River Economic Belt, China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
  • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01809-5
    DOI: 10.1057/s41599-023-01809-5
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    References listed on IDEAS

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    1. Muhamad, Suriyani & Che Sulaiman, Nor Fatimah & Saputra, Jumadil, 2018. "The Role of Human Capital and Innovation Capacity on Economic Growth in ASEAN-3," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 257-268.
    2. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    3. Pedro Teixeira, 2014. "Gary Becker’s early work on human capital – collaborations and distinctiveness," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-20, December.
    4. Petrakis, P. E. & Stamatakis, D., 2002. "Growth and educational levels: a comparative analysis," Economics of Education Review, Elsevier, vol. 21(5), pages 513-521, October.
    5. Chris Papageorgiou, 2003. "Distinguishing Between the Effects of Primary and Post‐primary Education on Economic Growth," Review of Development Economics, Wiley Blackwell, vol. 7(4), pages 622-635, November.
    6. Lenihan, Helena & McGuirk, Helen & Murphy, Kevin R., 2019. "Driving innovation: Public policy and human capital," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    7. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    8. Ferreira, João J. & Fernandes, Cristina I. & Guo, Ying & Rammal, Hussain G., 2022. "Knowledge worker mobility and knowledge management in MNEs: A bibliometric analysis and research agenda," Journal of Business Research, Elsevier, vol. 142(C), pages 464-475.
    9. Mourad Dakhli & Dirk De Clercq, 2004. "Human capital, social capital, and innovation: a multi-country study," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 16(2), pages 107-128, March.
    10. Eckhardt Bode, 2004. "The spatial pattern of localized R&D spillovers: an empirical investigation for Germany," Journal of Economic Geography, Oxford University Press, vol. 4(1), pages 43-64, January.
    11. Filippopoulos, Nikolaos & Fotopoulos, Georgios, 2022. "Innovation in economically developed and lagging European regions: A configurational analysis," Research Policy, Elsevier, vol. 51(2).
    12. Claude Diebolt & Ralph Hippe, 2022. "The Long-Run Impact of Human Capital on Innovation and Economic Growth in the Regions of Europe," Frontiers in Economic History, in: Human Capital and Regional Development in Europe, chapter 0, pages 85-115, Springer.
    13. Ballot, Gerard & Fakhfakh, Fathi & Taymaz, Erol, 2001. "Firms' human capital, R&D and performance: a study on French and Swedish firms," Labour Economics, Elsevier, vol. 8(4), pages 443-462, September.
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    1. Haodong Yang & Li Liu & Gaofeng Wang, 2024. "Does large-scale research infrastructure affect regional knowledge innovation, and how? A case study of the National Supercomputing Center in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.

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