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Regional Growth and Convergence: The Role of Human Capital in the Portuguese Regions

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Potentially one of the most important determinants of regional economic growth and convergence is human capital, although due to a lack of data this factor is frequently omitted from econometric studies. In contrast, this paper constructs three measures of human capital at the NUTS III regional level for Portugal for the period 1991-2008 and then includes these variables in regional growth regressions. The results show that both secondary and higher levels of education have a significant positive effect on regional growth rates which may be regarded as supportive of Portuguese education policy, which over the last three decades has attempted to raise the regional human capital by locating higher education institutions across the country.

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  • Catarina Cardoso & Eric J. Pentecost, 2011. "Regional Growth and Convergence: The Role of Human Capital in the Portuguese Regions," Discussion Paper Series 2011_03, Department of Economics, Loughborough University, revised Sep 2011.
  • Handle: RePEc:lbo:lbowps:2011_03
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    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    3. Benhabib, Jess & Spiegel, Mark M., 2005. "Human Capital and Technology Diffusion," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 13, pages 935-966, Elsevier.
    4. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    5. Brülhart, Marius & Mathys, Nicole A., 2008. "Sectoral agglomeration economies in a panel of European regions," Regional Science and Urban Economics, Elsevier, vol. 38(4), pages 348-362, July.
    6. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    7. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    8. 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.
    9. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    10. 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.
    11. 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.
    12. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    13. Pereira, João & St. Aubyn, Miguel, 2009. "What level of education matters most for growth?: Evidence from Portugal," Economics of Education Review, Elsevier, vol. 28(1), pages 67-73, February.
    14. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    15. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    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. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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    Cited by:

    1. Catarina Cardoso & Eric J. Pentecost, 2011. "Human Capital and Spatial Heterogeneity in the Iberian Countries’ Regional Growth and Convergence," Discussion Paper Series 2011_04, Department of Economics, Loughborough University, revised Nov 2011.
    2. Kufenko, Vadim, 2012. "Empirical analysis of regional economic performance in Russia: Human capital perspective," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 38/2012, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.
    3. Marta Simões & João Andrade & Adelaide Duarte, 2013. "A regional perspective on inequality and growth in Portugal using panel cointegration analysis," International Economics and Economic Policy, Springer, vol. 10(3), pages 427-451, September.
    4. Sajjad Barkhordari & Maryam Fattahi & Naser Ali Azimi, 2019. "The Impact of Knowledge-Based Economy on Growth Performance: Evidence from MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(3), pages 1168-1182, September.
    5. Iwona Bąk & Katarzyna Wawrzyniak & Maciej Oesterreich, 2022. "Competitiveness of the Regions of the European Union in a Sustainable Knowledge-Based Economy," Sustainability, MDPI, vol. 14(7), pages 1-22, March.
    6. Monica Raileanu Szeles & Rodrigo Mendieta Muñoz, 2016. "Analyzing the Regional Economic Convergence in Ecuador. Insights from Parametric and Nonparametric Models," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 43-65, June.
    7. Mindaugas Butkus & Alma Mačiulytė-Šniukienė & Kristina Matuzevičiūtė & Diana Cibulskienė, . "Does Financial Support from ERDF and CF Contribute to Convergence in the EU? Empirical Evidence at NUTS 3 Level," Prague Economic Papers, University of Economics, Prague, vol. 0, pages 1-43.
    8. Mindaugas Butkus & Diana Cibulskiene & Alma Maciulyte-Sniukiene & Kristina Matuzeviciute, 2018. "What Is the Evolution of Convergence in the EU? Decomposing EU Disparities up to NUTS 3 Level," Sustainability, MDPI, vol. 10(5), pages 1-37, May.
    9. Folfas Paweł, 2016. "Income Absolute Beta-Convergence of NUTS 3 Level Regions in New EU Member States before and During a Crisis," Folia Oeconomica Stetinensia, Sciendo, vol. 16(2), pages 151-162, December.

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    More about this item

    Keywords

    Human capital; Regional convergence; GMM;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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