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Human capital accumulation in R&D-based growth models

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  • Mattalia, Claudio

Abstract

This paper develops a model that reproduces the essential aspects of the recent ICT-based economy using the framework of endogenous growth theory in which a central role is played by human capital accumulation. In particular, it considers a multi-sectoral growth model in discrete time with infinite horizon, endogenous growth, embodied technological progress, horizontal differentiation and “lab-equipment” specification of R&D, and with human capital accumulation (represented by the fact that households devote a fraction of their time to schooling), in order to take into account the crucial role of the latter when new technologies are present. In this model it is possible to obtain some important results, both analytically and through simulations, either in the case of constant productivity of schooling and in the case in which this productivity is a function of technological progress. The first conclusion is that the productivity of schooling affects the long run growth of the economy, contrary to the productivities of the other sectors, hence in this model human capital accumulation is the true engine of growth. It is then possible to study the reaction of the economy to different types of shocks, and to compare the results with the empirical evidence. The conclusion is that the model is able to reproduce such evidence, suggesting that the interaction between ICT and human capital is one of the drivers of the recent economic performance.

Suggested Citation

  • Mattalia, Claudio, 2012. "Human capital accumulation in R&D-based growth models," Economic Modelling, Elsevier, vol. 29(3), pages 601-609.
    • Handle: RePEc:eee:ecmode:v:29:y:2012:i:3:p:601-609
    DOI: 10.1016/j.econmod.2011.12.018
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    References listed on IDEAS

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    1. Boucekkine, Raouf & de la Croix, David, 2003. "Information technologies, embodiment and growth," Journal of Economic Dynamics and Control, Elsevier, vol. 27(11), pages 2007-2034.
    2. Raouf Boucekkine & David de la Croix & Yiannis Vailakis, 2002. "Technological Shocks and IT Revolutions," Recherches économiques de Louvain, De Boeck Université, vol. 68(1), pages 75-89.
    3. Claudio MATTALIA, 2002. "Information Technologies, Economic Growth and Productivity Shocks," LIDAM Discussion Papers IRES 2002026, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    4. Francisco L. Rivera-Batiz & Luis A. Rivera-Batiz, 2018. "Economic Integration and Endogenous Growth," World Scientific Book Chapters, in: Francisco L Rivera-Batiz & Luis A Rivera-Batiz (ed.), International Trade, Capital Flows and Economic Development, chapter 1, pages 3-32, World Scientific Publishing Co. Pte. Ltd..
    5. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    6. Oecd, 2005. "New Perspectives on ICT Skills and Employment," OECD Digital Economy Papers 96, OECD Publishing.
    7. Bartel, Ann P & Sicherman, Nachum, 1998. "Technological Change and the Skill Acquisition of Young Workers," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 718-755, October.
    8. Greenwood, Jeremy & Hercowitz, Zvi & Krusell, Per, 1997. "Long-Run Implications of Investment-Specific Technological Change," American Economic Review, American Economic Association, vol. 87(3), pages 342-362, June.
    9. Alvarez, Fernando & Lucas, Robert Jr., 2007. "General equilibrium analysis of the Eaton-Kortum model of international trade," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1726-1768, September.
    10. Lynch, Lisa M, 1992. "Private-Sector Training and the Earnings of Young Workers," American Economic Review, American Economic Association, vol. 82(1), pages 299-312, March.
    11. Baldwin, John R. & Peters, Valerie, 2001. "Training as a Human Resource Strategy: The Response to Staff Shortages and Technological Change," Analytical Studies Branch Research Paper Series 2001154e, Statistics Canada, Analytical Studies Branch.
    12. 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:

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    3. Pop Silaghi, Monica Ioana & Alexa, Diana & Jude, Cristina & Litan, Cristian, 2014. "Do business and public sector research and development expenditures contribute to economic growth in Central and Eastern European Countries? A dynamic panel estimation," Economic Modelling, Elsevier, vol. 36(C), pages 108-119.
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    5. Pierre‐Richard Agénor & Barış Alpaslan, 2018. "Infrastructure And Industrial Development With Endogenous Skill Acquisition," Bulletin of Economic Research, Wiley Blackwell, vol. 70(4), pages 313-334, October.
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    More about this item

    Keywords

    Information technology; Endogenous growth; Embodied technological progress;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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