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Human capital convergence in European NUTS 2 regions

Author

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  • Barbara Dañska-Borsiak

    (University of Lodz, Poland)

Abstract

Research background: The role of human capital in modern economy development is as important as that of material growth factors. According to the three-sector model theory, economic growth is associated with the process of labour force leaving the primary sector. The research issue addressed in this paper was the human capital level estimation in European NUTS 2 regions and the relationship between the human capital level and sectoral structure of the economy. Purpose of the article: The article aimed to verify the hypotheses of absolute and conditional human capital convergence in European NUTS 2 regions. The analysis covered the 2005–2020 period for European NUTS 2 regions and two subgroups: the CEE regions and the Western European regions. Methods: A composite indicator approach was adopted to measure human capital levels in NUTS 2 regions. In order to verify the absolute and conditional -convergence hypotheses, dynamic panel data models were estimated. The Blundell and Bond system-GMM estimator with parameter standard errors robust to heteroscedasticity was used. Findings & value added: The study positively verified the hypotheses of absolute and conditional convergence in each group of regions. Percentages of employees in sectors proved to be the steady-state determinants. The time needed to reduce differences occurring in human capital levels by half (a half-life) was about 11 times greater for the CEE regions than for the Western European ones. The value added of the article lies in proving the relationship between the sectoral structure of employees and the pace of human capital convergence in European NUTS 2 regions.

Suggested Citation

  • Barbara Dañska-Borsiak, 2023. "Human capital convergence in European NUTS 2 regions," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(2), pages 367-392, June.
    • Handle: RePEc:pes:ierequ:v:18:y:2023:i:2:p:367-392
    DOI: 10.24136/eq.2023.011
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    References listed on IDEAS

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    1. Valerio Mendoza, Octasiano Miguel & Borsi, Mihály Tamás & Comim, Flavio, 2022. "Human capital dynamics in China: Evidence from a club convergence approach," Journal of Asian Economics, Elsevier, vol. 79(C).
    2. Matthew Collin & David N. Weil, 2020. "The Effect of Increasing Human Capital Investment on Economic Growth and Poverty: A Simulation Exercise," Journal of Human Capital, University of Chicago Press, vol. 14(1), pages 43-83.
    3. Demirgüç-Kunt, Asli & Torre, Iván, 2022. "Measuring human capital in middle income countries," Journal of Comparative Economics, Elsevier, vol. 50(4), pages 1036-1067.
    4. D. Stamatakis, 2016. "Convergence on Alternative Human Capital Proxy Variables: A Cross Country Empirical Investigation," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 86-109.
    5. Edgar Cruz, 2019. "Kuznets meets Lucas: structural change and human capital," Oxford Economic Papers, Oxford University Press, vol. 71(4), pages 848-873.
    6. Carlos Mendez, 2020. "Convergence Clubs in Labor Productivity and its Proximate Sources," SpringerBriefs in Economics, Springer, number 978-981-15-8629-3, October.
    7. Campbell, Susanna G. & Üngör, Murat, 2020. "Revisiting human capital and aggregate income differences," Economic Modelling, Elsevier, vol. 91(C), pages 43-64.
    8. Carlos Mendez, 2020. "Convergence Clubs in Labor Productivity," SpringerBriefs in Economics, in: Convergence Clubs in Labor Productivity and its Proximate Sources, chapter 0, pages 33-39, Springer.
    9. Ralph Hippe, 2020. "Human Capital in European Regions since the French Revolution: Lessons for Economic and Education Policies," Revue d'économie politique, Dalloz, vol. 130(1), pages 27-50.
    10. Alessandra Pasquini & Furio Camillo Rosati, 2020. "A Human Capital Index for the Italian Provinces," CEIS Research Paper 494, Tor Vergata University, CEIS, revised 17 Jun 2020.
    11. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    12. Petar Peshev & Vera Pirimova, 2020. "Beta and Sigma – Convergence of Productivity of NUTS 2 Regions in the (EU) Member States from the CEE Region," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 1, pages 79-90, March.
    13. Michal Bernardelli & Mariusz Prochniak & Bartosz Witkowski, 2021. "Time stability of the impact of institutions on economic growth and real convergence of the EU countries: implications from the hidden Markov models analysis," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 16(2), pages 285-323, June.
    14. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    15. Arkadiusz Kijek & Anna Matras-Bolibok, 2020. "Technological convergence across European regions," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 15(2), pages 295-313, June.
    16. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    17. Tomasz Kijek & Arkadiusz Kijek & Anna Matras-Bolibok, 2022. "Club Convergence in R&D Expenditure across European Regions," Sustainability, MDPI, vol. 14(2), pages 1-17, January.
    18. Carlos Mendez, 2020. "Convergence Clubs in Physical and Human Capital," SpringerBriefs in Economics, in: Convergence Clubs in Labor Productivity and its Proximate Sources, chapter 0, pages 41-51, Springer.
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    More about this item

    Keywords

    human capital; convergence; NUTS 2 region; sectoral structure of employees;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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