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Human Capital and Growth of Information and Communication Technology-intensive Industries: Empirical Evidence from Open Economies

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  • Gavin Murphy
  • Iulia Siedschlag

Abstract

Murphy G. and Siedschlag I. Human capital and growth of information and communication technology-intensive industries: empirical evidence from open economies, Regional Studies . This paper examines the effect of human capital on the growth of information and communication technology (ICT)-intensive industries using data from a sample of open economies over the period 1980--1999. The econometric analysis suggests that value added and employment in ICT-intensive industries grew relatively faster in countries with a higher ex-ante human capital stock and in countries with a fast improvement in human capital. Further, in countries with fast human capital accumulation, labour productivity in ICT-intensive industries grew faster. The results are robust to controls for other determinants of industry growth and country characteristics affecting industry specialization and to using alternative human capital measures.

Suggested Citation

  • Gavin Murphy & Iulia Siedschlag, 2013. "Human Capital and Growth of Information and Communication Technology-intensive Industries: Empirical Evidence from Open Economies," Regional Studies, Taylor & Francis Journals, vol. 47(9), pages 1403-1424, October.
    • Handle: RePEc:taf:regstd:v:47:y:2013:i:9:p:1403-1424
    DOI: 10.1080/00343404.2010.529115
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    as
    1. Andrea Bassanini & Luca Nunziata & Danielle Venn, 2009. "Job protection legislation and productivity growth in OECD countries [Appropriate growth policy: a unifying framework]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(58), pages 349-402.
    2. Raddatz, Claudio, 2006. "Liquidity needs and vulnerability to financial underdevelopment," Journal of Financial Economics, Elsevier, vol. 80(3), pages 677-722, June.
    3. Francesco Caselli & Wilbur John Coleman, 2001. "Cross-Country Technology Diffusion: The Case of Computers," American Economic Review, American Economic Association, vol. 91(2), pages 328-335, May.
    4. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    5. 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.
    6. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    7. 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.
    8. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    9. Hyunbae Chun, 2003. "Information Technology and the Demand for Educated Workers: Disentangling the Impacts of Adoption versus Use," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 1-8, February.
    10. 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.
    11. Antonio Ciccone & Elias Papaioannou, 2009. "Human Capital, the Structure of Production, and Growth," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 66-82, February.
    12. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    13. Ann P. Bartel & Nachum Sicherman, 1999. "Technological Change and Wages: An Interindustry Analysis," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 285-325, April.
    14. 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.
    15. 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.
    16. Silvia Fabiani & Fabiano Schivardi & Sandro Trento, 2005. "ICT adoption in Italian manufacturing: firm-level evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(2), pages 225-249, April.
    17. Carlsson, Bo, 2004. "The Digital Economy: what is new and what is not?," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 245-264, September.
    18. Mary O'Mahony & Marcel P. Timmer, 2009. "Output, Input and Productivity Measures at the Industry Level: The EU KLEMS Database," Economic Journal, Royal Economic Society, vol. 119(538), pages 374-403, June.
    19. Spyros Arvanitis, 2005. "Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 225-249.
    20. Michael L. Katz & Carl Shapiro, 1994. "Systems Competition and Network Effects," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 93-115, Spring.
    21. Nordhaus William D, 2008. "Baumol's Diseases: A Macroeconomic Perspective," The B.E. Journal of Macroeconomics, De Gruyter, vol. 8(1), pages 1-39, February.
    22. Dale W. Jorgenson & Kevin J. Stiroh, 2000. "Raising the Speed Limit: U.S. Economic Growth in the Information Age," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 125-236.
    23. S. J. Liebowitz & Stephen E. Margolis, 1994. "Network Externality: An Uncommon Tragedy," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 133-150, Spring.
    24. Marcel P. Timmer & Bart van Ark, 2005. "Does information and communication technology drive EU-US productivity growth differentials?," Oxford Economic Papers, Oxford University Press, vol. 57(4), pages 693-716, October.
    25. Heinz Hollenstein, 2002. "Determinants of the Adoption of Information and Communication Technologies (ICT)," WIFO Working Papers 183, WIFO.
    26. 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.
    27. Carina Hirsch & Giovanni Sulis, 2009. "Schooling, Production Structure and Growth: An Empirical Analysis on Italian Regions," Rivista italiana degli economisti, Società editrice il Mulino, issue 3, pages 395-420.
    28. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    29. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    30. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    6. Li, Qing & Wu, Yanrui, 2020. "Intangible capital, ICT and sector growth in China," Telecommunications Policy, Elsevier, vol. 44(1).

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