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The Effects of Human Capital on Output Growth in ICT Industries: Evidence from OECD Countries

Author

Listed:
  • Gavin Murphy

    (Economic and Social Research Institute (ESRI))

  • Iulia Traistaru-Siedschlag

    (Economic and Social Research Institute (ESRI))

Abstract

Information and communication technologies (ICT) play a central role in the transition to knowledge - based economies. In this paper we analyse the effects of human capital in fostering output growth in ICT manufacturing and services using data from a sample of twenty OECD countries over the period 1980-2002. We focus on within country between industry differences and estimate a system of simultaneous equations to account for simultaneous effects of human capital on physical investment and output growth. The results of our econometric analysis suggest that countries with a high human capital stock experienced faster output growth in ICT producing manufacturing and ICT using services. Also, in countries with high human capital improvement over the analysed period output grew relatively faster in ICT producing manufacturing industries. Furthermore, we find that past country level educational attainment reflected in the human capital stock and human capital accumulation over the analysed period had a direct positive and significant effect on physical capital investment. Our findings indicate that in developed countries human capital is an important factor driving the ICT industries growth.

Suggested Citation

  • Gavin Murphy & Iulia Traistaru-Siedschlag, 2007. "The Effects of Human Capital on Output Growth in ICT Industries: Evidence from OECD Countries," Papers WP184, Economic and Social Research Institute (ESRI).
    • Handle: RePEc:esr:wpaper:wp184
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    References listed on IDEAS

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    1. Topel, Robert, 1999. "Labor markets and economic growth," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 44, pages 2943-2984, Elsevier.
    2. 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.
    3. 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.
    4. Dirk Pilat & Franck Lee, 2001. "Productivity Growth in ICT-producing and ICT-using Industries: A Source of Growth Differentials in the OECD?," OECD Science, Technology and Industry Working Papers 2001/4, OECD Publishing.
    5. 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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    Cited by:

    1. Stefanie Haller & Iulia Traistaru-Siedschlag, 2007. "The Adoption of ICT: Firm-Level Evidence from Irish Manufacturing Industries," Papers WP204, Economic and Social Research Institute (ESRI).

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    More about this item

    Keywords

    Human capital; ICT industries; Economic growth;
    All these keywords.

    JEL classification:

    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • 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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