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Differences in Total Factor Productivity Growth in the European Union: The role of Human Capital by Income Level

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  • Sara Barcenilla
  • Gregorio Gimenez
  • Carmen López-Pueyo

Abstract

This article applies Oaxaca-Blinder and Shorrocks-Shapley decomposition techniques to a logistic diffusion model in order to explain the differences in Total Factor Productivity Growth (TFPG) in European Union (EU) countries for the period 1950-2011. Human capital has a dual positive effect on TFPG by boosting innovation and increasing the catch-up capacity of countries to absorb and imitate foreign technologies. Our results show that there are statistically significant differences in the intensity of these effects between high and low average income EU countries, while there are not between euro and non-euro countries. The mean difference in technical change between high and low-income EU countries is largely the result of three factors. The first is the higher average foreign technology assimilation capacity of low income countries. This is particularly true because they are further from the technological frontier and are able to benefit from the advantage of backwardness. The second is the higher direct effect of human capital on technical change in these countries, while the third factor is the higher slowdown role of proximity in them.

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  • Sara Barcenilla & Gregorio Gimenez & Carmen López-Pueyo, 2019. "Differences in Total Factor Productivity Growth in the European Union: The role of Human Capital by Income Level," Prague Economic Papers, Prague University of Economics and Business, vol. 2019(1), pages 70-85.
  • Handle: RePEc:prg:jnlpep:v:2019:y:2019:i:1:id:689:p:70-85
    DOI: 10.18267/j.pep.689
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    1. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    2. Md. Rabiul Islam, 2010. "Human Capital Composition, Proximity to Technology Frontier and Productivity Growth," Monash Economics Working Papers 23-10, Monash University, Department of Economics.
    3. Cerina, Fabio & Manca, Fabio, 2018. "Catch Me If You Learn: Development-Specific Education And Economic Growth," Macroeconomic Dynamics, Cambridge University Press, vol. 22(6), pages 1652-1694, September.
    4. Howitt, Peter & Mayer-Foulkes, David, 2005. "R&D, Implementation, and Stagnation: A Schumpeterian Theory of Convergence Clubs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(1), pages 147-177, February.
    5. Florian Chavez Juarez, 2012. "SHAPLEY2: Stata module to compute additive decomposition of estimation statistics by regressors or groups of regressors," Statistical Software Components S457543, Boston College Department of Economics, revised 17 Jun 2015.
    6. Mukoyama, Toshihiko, 2003. "Innovation, imitation, and growth with cumulative technology," Journal of Monetary Economics, Elsevier, vol. 50(2), pages 361-380, March.
    7. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, April.
    8. repec:hal:pseose:halshs-01030825 is not listed on IDEAS
    9. 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.
    10. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    11. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    12. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    13. 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.
    14. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
    15. Mansfield, Edwin & Schwartz, Mark & Wagner, Samuel, 1981. "Imitation Costs and Patents: An Empirical Study," Economic Journal, Royal Economic Society, vol. 91(364), pages 907-918, December.
    16. Richard R. Nelson, 2007. "The changing institutional requirements for technological and economic catch up," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 1(1), pages 4-12.
    17. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3, Specia), pages 783-832.
    18. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    19. Harabi, Najib, 1991. "Innovation versus Imitation: Empirical Evidence from Swiss Firms," MPRA Paper 26214, University Library of Munich, Germany.
    20. Fabio Manca, 2011. "The "farthest" need the best. Human capital composition and development-specific economic growth," IREA Working Papers 201117, University of Barcelona, Research Institute of Applied Economics, revised Oct 2011.
    21. 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.
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    More about this item

    Keywords

    human capital; total factor productivity growth; technological diffusion;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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