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A research on the threshold effect of human capital structure upgrading and industrial structure upgrading—based on the perspective of path dependence

Author

Listed:
  • Xiao Dai

    (Hubei University)

  • Liang Yan

    (Hubei University)

  • Liu Jianping

    (Hubei University)

  • JianWu

    (China University of Geosciences)

Abstract

This paper considers that industrial structure upgrading (ISU) means a larger market size, however, ISU often faces huge challenges such as human capital mismatches, which directly hinder the vision of regional economic sustainable development. Through literature review, we found that the current research on the dynamic evolution of China's human capital structure is insufficient, and it is unable to give a clear evidence of the mechanism between human capital structure upgrading (HCSU) and ISU. These dilemmas make researchers difficult to restore the whole process of how the evolution of human capital smoothly embeds in industrial structure system in different regions. Therefore, we propose how the path-dependent research framework can be useful for studying the nonlinear relationship between HCSU and ISU. The results show that, regardless of China’s regions or China as a whole, HCSU has a significant threshold effect on ISU. On the whole, HCSU has not plays its advantageous role in ISU. For regions, it is only in the eastern part that HCSU promotes the advancement aspect of ISU, while in other regions, HCSU has the opposite influence path. The innovation lies in that we discuss the relative relationship of different human capital and the way of its path dependence instead of focusing on the stock of a certain type of human capital, therefore we reveal the impact of the overall dynamic change of human capital structure on ISU. The significance is that as China is the largest developing country, its development model trajectory and the gap between regional economic development constitute an effective and diverse realistic scenario for the establishment of HCSU and ISU, which makes the results have high reference significance for other countries.

Suggested Citation

  • Xiao Dai & Liang Yan & Liu Jianping & JianWu, 2022. "A research on the threshold effect of human capital structure upgrading and industrial structure upgrading—based on the perspective of path dependence," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(4), pages 2645-2674, August.
  • Handle: RePEc:spr:qualqt:v:56:y:2022:i:4:d:10.1007_s11135-021-01230-7
    DOI: 10.1007/s11135-021-01230-7
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    3. Bruno Martorano & Marco Sanfilippo, 2015. "Structural Change and Wage Inequality in the Manufacturing Sector: Long Run Evidence from East Asia," Oxford Development Studies, Taylor & Francis Journals, vol. 43(2), pages 212-231, June.
    4. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    5. Houkai WEI & Songji WANG, 2019. "Analysis of and Theoretical Reflections on China’s “Excessive De-Industrialization” Phenomenon," Chinese Journal of Urban and Environmental Studies (CJUES), World Scientific Publishing Co. Pte. Ltd., vol. 7(04), pages 1-31, December.
    6. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    7. Antonio Spilimbergo & Gordon H. Hanson, 1999. "Illegal Immigration, Border Enforcement, and Relative Wages: Evidence from Apprehensions at the U.S.-Mexico Border," American Economic Review, American Economic Association, vol. 89(5), pages 1337-1357, December.
    8. Heckman, James J. & Yi, Junjian, 2012. "Human Capital, Economic Growth, and Inequality in China," IZA Discussion Papers 6550, Institute of Labor Economics (IZA).
    9. Yong Jin Kim & Jong‐Wha Lee, 2011. "Technological Change, Human Capital Structure, And Multiple Growth Paths," The Japanese Economic Review, Japanese Economic Association, vol. 62(3), pages 305-330, September.
    10. Peneder, Michael, 2003. "Industrial structure and aggregate growth," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 427-448, December.
    11. Jan Hagemejer & Jakub Mućk, 2018. "Unraveling the economic performance of the CEEC countries. The role of exports and global value chains," NBP Working Papers 283, Narodowy Bank Polski.
    12. Ju, Jiandong & Lin, Justin Yifu & Wang, Yong, 2015. "Endowment structures, industrial dynamics, and economic growth," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 244-263.
    13. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    14. Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, vol. 99(394), pages 116-131, March.
    15. Oyama, Daisuke, 2009. "Agglomeration under forward-looking expectations: Potentials and global stability," Regional Science and Urban Economics, Elsevier, vol. 39(6), pages 696-713, November.
    16. Acs, Zoltan J. & Armington, Catherine, 2004. "The impact of geographic differences in human capital on service firm formation rates," Journal of Urban Economics, Elsevier, vol. 56(2), pages 244-278, September.
    17. Antonio Ciccone & Elias Papaioannou, 2009. "Human Capital, the Structure of Production, and Growth," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 66-82, February.
    18. Park, Jungsoo, 2006. "Dispersion of human capital and economic growth," Journal of Macroeconomics, Elsevier, vol. 28(3), pages 520-539, September.
    19. Gille, Véronique, 2015. "Distribution of human capital and income: An empirical study on Indian States," Journal of Macroeconomics, Elsevier, vol. 43(C), pages 239-256.
    20. Lange, Fabian & Topel, Robert, 2006. "The Social Value of Education and Human Capital," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 8, pages 459-509, Elsevier.
    21. Xiao Dai & Jian Wu & Liang Yan, 2018. "A Spatial Evolutionary Study of Technological Innovation Talents’ Sticky Wages and Technological Innovation Efficiency Based on the Perspective of Sustainable Development," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
    22. 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.
    23. Glauben, Thomas & Herzfeld, Thomas & Rozelle, Scott & Wang, Xiaobing, 2012. "Persistent Poverty in Rural China: Where, Why, and How to Escape?," World Development, Elsevier, vol. 40(4), pages 784-795.
    24. Yi Che & Lei Zhang, 2018. "Human Capital, Technology Adoption and Firm Performance: Impacts of China's Higher Education Expansion in the Late 1990s," Economic Journal, Royal Economic Society, vol. 128(614), pages 2282-2320, September.
    25. David, Paul A., 1994. "Why are institutions the 'carriers of history'?: Path dependence and the evolution of conventions, organizations and institutions," Structural Change and Economic Dynamics, Elsevier, vol. 5(2), pages 205-220, December.
    26. Enrique L�pez-Bazo & Rosina Moreno, 2012. "Profitability of Investments in Education: Evidence from Spanish Regions," Regional Studies, Taylor & Francis Journals, vol. 46(10), pages 1333-1346, November.
    27. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    28. Birgit Leick & Thilo Lang, 2018. "Re-thinking non-core regions: planning strategies and practices beyond growth," European Planning Studies, Taylor & Francis Journals, vol. 26(2), pages 213-228, February.
    29. Ron Martin, 2010. "Roepke Lecture in Economic Geography—Rethinking Regional Path Dependence: Beyond Lock-in to Evolution," Economic Geography, Taylor & Francis Journals, vol. 86(1), pages 1-27, January.
    30. Taylor, Alan M. & Williamson, Jeffrey G., 1997. "Convergence in the age of mass migration," European Review of Economic History, Cambridge University Press, vol. 1(1), pages 27-63, April.
    31. Frank Neffke & Matté Hartog & Ron Boschma & Martin Henning, 2018. "Agents of Structural Change: The Role of Firms and Entrepreneurs in Regional Diversification," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 23-48, January.
    32. Thomas, Vinod & Wang, Yan & Fan, Xibo, 2001. "Measuring education inequality - Gini coefficients of education," Policy Research Working Paper Series 2525, The World Bank.
    33. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    34. Gianni Guastella & Francesco Timpano, 2016. "Knowledge, innovation, agglomeration and regional convergence in the EU: motivating place-based regional intervention," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 36(2), pages 121-143, October.
    35. Amparo Castello & Rafael Domenech, 2002. "Human Capital Inequality and Economic Growth: Some New Evidence," Economic Journal, Royal Economic Society, vol. 112(478), pages 187-200, March.
    36. Antonio Spilimbergo & Gordon H. Hanson, 1999. "Illegal Immigration, Border Enforcement, and Relative Wages: Evidence from Apprehensions at the U.S.-Mexico Border," American Economic Review, American Economic Association, vol. 89(5), pages 1337-1357, December.
    37. Dapeng Hu & Masahisa Fujita, 2001. "Regional disparity in China 1985-1994: The effects of globalization and economic liberalization," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(1), pages 3-37.
    38. Yoshiaki Ushifusa & Akinori Tomohara, 2013. "Productivity and Labor Density: Agglomeration Effects over Time," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 41(2), pages 123-132, June.
    39. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    40. Cheong, Tsun Se & Wu, Yanrui, 2014. "The impacts of structural transformation and industrial upgrading on regional inequality in China," China Economic Review, Elsevier, vol. 31(C), pages 339-350.
    41. Taskin, Fatma & Zaim, Osman, 2001. "The role of international trade on environmental efficiency: a DEA approach," Economic Modelling, Elsevier, vol. 18(1), pages 1-17, January.
    42. Fishman, Arthur & Simhon, Avi, 2002. "The Division of Labor, Inequality and Growth," Journal of Economic Growth, Springer, vol. 7(2), pages 117-136, June.
    43. Mark W. Frank, 2009. "Inequality And Growth In The United States: Evidence From A New State‐Level Panel Of Income Inequality Measures," Economic Inquiry, Western Economic Association International, vol. 47(1), pages 55-68, January.
    44. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    45. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    46. Jesus Crespo Cuaresma & Tapas Mishra, 2011. "Human capital, age structure and growth fluctuations," Applied Economics, Taylor & Francis Journals, vol. 43(28), pages 4311-4329.
    47. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    48. Jan Hagemejer & Jakub Mućk, 2019. "Export‐led growth and its determinants: Evidence from Central and Eastern European countries," The World Economy, Wiley Blackwell, vol. 42(7), pages 1994-2025, July.
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