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Economic growth, the high-tech sector, and the high skilled: Theory and quantitative implications

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  • Gil, Pedro Mazeda
  • Afonso, Oscar
  • Brito, Paulo

Abstract

Europe's “2020 Strategy” has the main goal of stimulating economic growth by increasing the weight of the high-tech sector and the share of high-skilled workers. However, cross-country European data suggests the relationship between economic growth and both the technology structure and the skill structure is statistically insignificant. We investigate an analytical mechanism that connects these facts by extending a directed-technical-change growth model and taking it to the data. Under high relative barriers to entry into the high-tech sector and scale effects we replicate the empirical relationships. We derive quantitative policy implications on the effects of a reduction of barriers to entry.

Suggested Citation

  • Gil, Pedro Mazeda & Afonso, Oscar & Brito, Paulo, 2019. "Economic growth, the high-tech sector, and the high skilled: Theory and quantitative implications," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 89-105.
  • Handle: RePEc:eee:streco:v:51:y:2019:i:c:p:89-105
    DOI: 10.1016/j.strueco.2019.07.003
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    as
    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. Daron Acemoglu, 2003. "Cross-Country Inequality Trends," Economic Journal, Royal Economic Society, vol. 113(485), pages 121-149, February.
    3. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    4. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    5. Elena Sochirca & Óscar Afonso & Pedro Mazeda Gil, 2011. "Directed technological change with costly investment and complementarities, and the skill premium," FEP Working Papers 401, Universidade do Porto, Faculdade de Economia do Porto.
    6. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    7. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    8. Markus Poschke, 2010. "The Regulation of Entry and Aggregate Productivity," Economic Journal, Royal Economic Society, vol. 120(549), pages 1175-1200, December.
    9. Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2002. "The Regulation of Entry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 1-37.
    10. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 563-606.
    11. Gongming Qian & Lee Li, 2003. "Profitability of small‐ and medium‐sized enterprises in high‐tech industries: the case of the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 24(9), pages 881-887, September.
    12. Giuseppe Nicoletti & Stefano Scarpetta, 2003. "Regulation, productivity and growth: OECD evidence [‘A model of growth through creative destruction’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(36), pages 9-72.
    13. 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.
    14. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    15. Evans, Geroge W & Honkapohja, Seppo & Romer, Paul, 1998. "Growth Cycles," American Economic Review, American Economic Association, vol. 88(3), pages 495-515, June.
    16. Edwards, Sebastian, 1998. "Openness, Productivity and Growth: What Do We Really Know?," Economic Journal, Royal Economic Society, vol. 108(447), pages 383-398, March.
    17. 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.
    18. Holger Strulik, 2007. "Too Much of a Good Thing? The Quantitative Economics of R&D‐driven Growth Revisited," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(2), pages 369-386, June.
    19. Charles I. Jones & Paul M. Romer, 2010. "The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 224-245, January.
    20. Eaton, Jonathan & Kortum, Samuel, 1996. "Trade in ideas Patenting and productivity in the OECD," Journal of International Economics, Elsevier, vol. 40(3-4), pages 251-278, May.
    21. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2009. "The Effects of Entry on Incumbent Innovation and Productivity," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 20-32, February.
    22. Phillip Toner, 2011. "Workforce Skills and Innovation: An Overview of Major Themes in the Literature," OECD Science, Technology and Industry Working Papers 2011/1, OECD Publishing.
    23. Harald Fadinger & Karin Mayr, 2014. "Skill-Biased Technological Change, Unemployment, And Brain Drain," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 397-431, April.
    24. Francesco Caselli & Wilbur John Coleman II, 2006. "The World Technology Frontier," American Economic Review, American Economic Association, vol. 96(3), pages 499-522, June.
    25. Guido Cozzi & Giammario Impullitti, 2010. "Government Spending Composition, Technical Change, and Wage Inequality," Journal of the European Economic Association, MIT Press, vol. 8(6), pages 1325-1358, December.
    26. Dinopoulos, Elias & Thompson, Peter, 2000. "Endogenous growth in a cross-section of countries," Journal of International Economics, Elsevier, vol. 51(2), pages 335-362, August.
    27. Levon Barseghyan, 2008. "Entry costs and cross-country differences in productivity and output," Journal of Economic Growth, Springer, vol. 13(2), pages 145-167, June.
    28. Cihak, Martin & Demirguc-Kunt, Asli & Feyen, Erik & Levine, Ross, 2013. "Financial Development in 205 Economies, 1960 to 2010," Journal of Financial Perspectives, EY Global FS Institute, vol. 1(2), pages 17-36.
    29. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
    30. Backus, David K. & Kehoe, Patrick J. & Kehoe, Timothy J., 1992. "In search of scale effects in trade and growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 377-409, December.
    31. Bento, Pedro, 2014. "Niche firms, mass markets, and income across countries: Accounting for the impact of entry costs," Journal of Economic Dynamics and Control, Elsevier, vol. 48(C), pages 147-158.
    32. Peretto, Pietro F, 1998. "Technological Change and Population Growth," Journal of Economic Growth, Springer, vol. 3(4), pages 283-311, December.
    33. Phillip Toner, 2011. "Workforce Skills and Innovation: An Overview of Major Themes in the Literature," OECD Education Working Papers 55, OECD Publishing.
    34. Afonso, Óscar & Thompson, Maria, 2011. "Costly investment, complementarities and the skill premium," Economic Modelling, Elsevier, vol. 28(5), pages 2254-2262, September.
    35. Gil, Pedro Mazeda & Brito, Paulo & Afonso, Oscar, 2013. "Growth And Firm Dynamics With Horizontal And Vertical R&D," Macroeconomic Dynamics, Cambridge University Press, vol. 17(7), pages 1438-1466, October.
    36. 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.
    37. Ang, James B. & Madsen, Jakob B., 2015. "What Drives Ideas Production Across The World?," Macroeconomic Dynamics, Cambridge University Press, vol. 19(1), pages 79-115, January.
    38. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    39. Edwards, Sebastian, 1992. "Trade orientation, distortions and growth in developing countries," Journal of Development Economics, Elsevier, vol. 39(1), pages 31-57, July.
    40. Peter Howitt, 1999. "Steady Endogenous Growth with Population and R & D Inputs Growing," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 715-730, August.
    41. Covin, Jeffrey G. & Slevin, Dennis P. & Covin, Teresa Joyce, 1990. "Content and performance of growth-seeking strategies: A comparison of small firms in high- and low technology industries," Journal of Business Venturing, Elsevier, vol. 5(6), pages 391-412, November.
    42. Thomas Hatzichronoglou, 1997. "Revision of the High-Technology Sector and Product Classification," OECD Science, Technology and Industry Working Papers 1997/2, OECD Publishing.
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    4. Marcin Kedzior & Barbara Grabinska & Konrad Grabinski & Dorota Kedzior, 2020. "Capital Structure Choices in Technology Firms: Empirical Results from Polish Listed Companies," JRFM, MDPI, vol. 13(9), pages 1-20, September.
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    More about this item

    Keywords

    Growth; High skilled; High tech; Scale effects; Directed technical change;
    All these keywords.

    JEL classification:

    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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