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Growth and heterogeneity of human capital: effects of the expansion of higher education on the income increase in Brazilian municipalities

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  • Almeida, Carlo Alano Soares de
  • Fernandes, Kaio César
  • Oliveira, Denison Murilo de
  • Rocha, Leonardo Andrade
  • Silva, Napiê Galvê Araújo
Abstract
This study analyses the effects of the expansion of the highly skilled labour force (higher education) on the per capita income increase in Brazilian municipalities. The results show that a larger highly educated labour force translates into stronger growth in the most developed municipalities with fewer opportunity costs, measured by wage differences. The reduction of regional inequalities fostered by the expansion of higher education over the past 15 years will become sustainable if the increase in the skill supply is accompanied by a rise in demand, so the opportunity costs between factors are reduced and the skill premium grows.

Suggested Citation

  • Almeida, Carlo Alano Soares de & Fernandes, Kaio César & Oliveira, Denison Murilo de & Rocha, Leonardo Andrade & Silva, Napiê Galvê Araújo, 2020. "Growth and heterogeneity of human capital: effects of the expansion of higher education on the income increase in Brazilian municipalities," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
  • Handle: RePEc:ecr:col070:46589
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    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    3. Sascha O. Becker & Ludger Woessmann, 2009. "Was Weber Wrong? A Human Capital Theory of Protestant Economic History," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 531-596.
    4. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    5. Jakob B. Madsen, 2014. "Human Capital and the World Technology Frontier," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 676-692, October.
    6. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    7. Di Maria, Corrado & Lazarova, Emiliya A., 2012. "Migration, Human Capital Formation, and Growth: An Empirical Investigation," World Development, Elsevier, vol. 40(5), pages 938-955.
    8. Thomas Philippon & Ariell Reshef, 2012. "Wages and Human Capital in the U.S. Finance Industry: 1909--2006," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1551-1609.
    9. Galvao, Antonio F. & Montes-Rojas, Gabriel, 2015. "On the equivalence of instrumental variables estimators for linear models," Economics Letters, Elsevier, vol. 134(C), pages 13-15.
    10. Basu, Sujata & Keswani Mehra, Meeta, 2014. "Endogenous human capital formation, distance to frontier and growth," Research in Economics, Elsevier, vol. 68(2), pages 117-132.
    11. Ott, Ingrid & Soretz, Susanne, 2011. "Public policies and convergence," Journal of Economic Dynamics and Control, Elsevier, vol. 35(9), pages 1435-1450, September.
    12. Dosi, Giovanni & Fagiolo, Giorgio & Roventini, Andrea, 2010. "Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles," Journal of Economic Dynamics and Control, Elsevier, vol. 34(9), pages 1748-1767, September.
    13. Sascha O. Becker & Erik Hornung & Ludger Woessmann, 2011. "Education and Catch-Up in the Industrial Revolution," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 92-126, July.
    14. Lutz Hendricks, 2002. "How Important Is Human Capital for Development? Evidence from Immigrant Earnings," American Economic Review, American Economic Association, vol. 92(1), pages 198-219, March.
    15. Bastgen, A. & Holzner, C.L., 2017. "Employment protection and the market for innovations," Labour Economics, Elsevier, vol. 46(C), pages 77-93.
    16. Lenkei, Balint & Mustafa, Ghulam & Vecchi, Michela, 2018. "Growth in emerging economies: Is there a role for education?," Economic Modelling, Elsevier, vol. 73(C), pages 240-253.
    17. Imbens, Guido W., 2014. "Instrumental Variables: An Econometrician's Perspective," IZA Discussion Papers 8048, Institute of Labor Economics (IZA).
    18. 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.
    19. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    20. Korpi, Martin & Clark, William A.V., 2015. "Internal migration and human capital theory: To what extent is it selective?," Economics Letters, Elsevier, vol. 136(C), pages 31-34.
    21. Viral V. Acharya & Ramin P. Baghai & Krishnamurthy V. Subramanian, 2014. "Wrongful Discharge Laws and Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 301-346, January.
    22. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    23. Md. Rabiul Islam & James B. Ang & Jakob B. Madsen, 2014. "Quality-Adjusted Human Capital And Productivity Growth," Economic Inquiry, Western Economic Association International, vol. 52(2), pages 757-777, April.
    24. Zhang, Chuanguo & Zhuang, Lihuan, 2011. "The composition of human capital and economic growth: Evidence from China using dynamic panel data analysis," China Economic Review, Elsevier, vol. 22(1), pages 165-171, March.
    25. Bastgen, A. & Holzner, C. L., 2017. "Employment protection and the market for innovations," Munich Reprints in Economics 49925, University of Munich, Department of Economics.
    26. Daron Acemoglu & Francisco A. Gallego & James A. Robinson, 2014. "Institutions, Human Capital, and Development ," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 875-912, August.
    27. Ana Flávia Machado & Ana Maria H. C. de Oliveira & Nayara Franca Carvalho, 2003. "Tipologia de qualificacao da forca de trabalho: uma proposta a partir da nocao de incompatibilidade entre ocupacaoo e escolaridade," Textos para Discussão Cedeplar-UFMG td218, Cedeplar, Universidade Federal de Minas Gerais.
    28. repec:bla:perwir:v:9:y:2008:i:3:p:28-45 is not listed on IDEAS
    29. Saraswata Chaudhuri & David K. Guilkey, 2016. "GMM with Multiple Missing Variables," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(4), pages 678-706, June.
    30. Di Maria, Corrado & Stryszowski, Piotr, 2009. "Migration, human capital accumulation and economic development," Journal of Development Economics, Elsevier, vol. 90(2), pages 306-313, November.
    31. Philippe Aghion, 2008. "Higher Education and Innovation," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 9(s1), pages 28-45, May.
    32. Francesco Caselli & Wilbur John Coleman II, 2006. "The World Technology Frontier," American Economic Review, American Economic Association, vol. 96(3), pages 499-522, June.
    33. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    34. Hsiao, Cheng & Zhang, Junwei, 2015. "IV, GMM or likelihood approach to estimate dynamic panel models when either N or T or both are large," Journal of Econometrics, Elsevier, vol. 187(1), pages 312-322.
    35. Schiopu, Ioana, 2015. "Technology adoption, human capital formation and income differences," Journal of Macroeconomics, Elsevier, vol. 45(C), pages 318-335.
    36. Koeniger, Winfried, 2005. "Dismissal costs and innovation," Economics Letters, Elsevier, vol. 88(1), pages 79-84, July.
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