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The role of education in regional innovation activities and economic growth: spatial evidence from China

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  • Chi, Wei
  • Qian, Xiaoye

Abstract

This study examines one of the channels through which education may contribute to economic growth, specifically, innovation. Endogenous growth theory has long suggested that human capital lead to greater innovation and, through technology innovation and diffusion, contribute to economic growth. However, there is little evidence on the role of human capital in innovation. Using the Chinese provincial data from 1997 to 2006, we show that workers’ tertiary education is significantly and positively related to provincial innovative activities measured by invention patent applications per capita. This result does not vary when spatial dependence is allowed in the estimation. Thus, we find strong and robust evidence for the prediction of endogenous growth theory regarding the effect of human capital on innovation. However, we do not find the consistently significant effect of innovation on growth. This finding may, however, relate to the growth pattern in China.

Suggested Citation

  • Chi, Wei & Qian, Xiaoye, 2009. "The role of education in regional innovation activities and economic growth: spatial evidence from China," MPRA Paper 15779, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:15779
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    References listed on IDEAS

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    1. Chen, Jian & Fleisher, Belton M., 1996. "Regional Income Inequality and Economic Growth in China," Journal of Comparative Economics, Elsevier, vol. 22(2), pages 141-164, April.
    2. Sai Ding & John Knight, 2011. "Why has China Grown So Fast? The Role of Physical and Human Capital Formation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73(2), pages 141-174, April.
    3. Yuko Arayama & Katsuya Miyoshi, 2004. "Regional Diversity and Sources of Economic Growth in China," The World Economy, Wiley Blackwell, vol. 27(10), pages 1583-1607, November.
    4. Song, Shunfeng & Chu, George S. -F. & Chao, Rongqing, 2000. "Intercity regional disparity in China," China Economic Review, Elsevier, vol. 11(3), pages 246-261.
    5. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    6. John Knight & Sai Ding, 2008. "Why has China Grown so Fast? The Role of Structural Change," Economics Series Working Papers 415, University of Oxford, Department of Economics.
    7. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    8. Ito, Takatoshi & Krueger, Anne O. (ed.), 1995. "Growth Theories in Light of the East Asian Experience," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226386706, August.
    9. Simonen, Jaakko & McCann, Philip, 2008. "Firm innovation: The influence of R&D cooperation and the geography of human capital inputs," Journal of Urban Economics, Elsevier, vol. 64(1), pages 146-154, July.
    10. Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
    11. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    12. Takatoshi Ito & Anne O. Krueger, 1995. "Growth Theories in Light of the East Asian Experience," NBER Books, National Bureau of Economic Research, Inc, number ito_95-2.
    13. Lai, Mingyong & Peng, Shuijun & BAO, Qun, 2006. "Technology spillovers, absorptive capacity and economic growth," China Economic Review, Elsevier, vol. 17(3), pages 300-320.
    14. Yao, Shujie & Zhang, Zongyi, 2001. "On Regional Inequality and Diverging Clubs: A Case Study of Contemporary China," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 466-484, September.
    15. Gemmell, Norman, 1996. "Evaluating the Impacts of Human Capital Stocks and Accumulation on Economic Growth: Some New Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(1), pages 9-28, February.
    16. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    17. Yingqi Wei & Xiaming Liu & Haiyan Song & Peter Romilly, 2001. "Endogenous innovation growth theory and regional income convergence in China," Journal of International Development, John Wiley & Sons, Ltd., vol. 13(2), pages 153-168.
    18. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    19. Cheung Kui-yin & Lin, Ping, 2004. "Spillover effects of FDI on innovation in China: Evidence from the provincial data," China Economic Review, Elsevier, vol. 15(1), pages 25-44.
    20. Monchuk, Daniel C. & Miranowski, John A., 2003. "Spatial Labor Markets And Technology Spillovers - Analysis From Us Midwest," 2003 Annual meeting, July 27-30, Montreal, Canada 22250, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    21. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    22. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    23. CHI, Wei, 2008. "The role of human capital in China's economic development: Review and new evidence," China Economic Review, Elsevier, vol. 19(3), pages 421-436, September.
    24. Miranowski, John A. & Monchuk, Daniel C., 2004. "Spatial Labor Markets and Technology Spillovers - Analysis from the US Midwest," Working Papers 18224, Iowa State University, Department of Economics.
    25. Kuo, Chun-Chien & Yang, Chih-Hai, 2008. "Knowledge capital and spillover on regional economic growth: Evidence from China," China Economic Review, Elsevier, vol. 19(4), pages 594-604, December.
    26. McMahon, Walter W., 1998. "Education and Growth in East Asia," Economics of Education Review, Elsevier, vol. 17(2), pages 159-172, April.
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    Cited by:

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    3. Leten, Bart & Landoni, Paolo & Van Looy, Bart, 2014. "Science or graduates: How do firms benefit from the proximity of universities?," Research Policy, Elsevier, vol. 43(8), pages 1398-1412.
    4. Marcin Gryczka, 2021. "The Impact of Educational Factor on Innovation and Competitiveness of Middle-Income Countries," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 171-186.

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    More about this item

    Keywords

    Education; Human Capital; Innovation; Paten; Economic Growth; Spatial Analysis;
    All these keywords.

    JEL classification:

    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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