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Contribution of ICT on Labor Market Polarization: an Evolutionary Approach

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  • Benjamin David

    (EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique)

Abstract

This paper analyses the role of Information and Communication Technologies (ICT) on the job market polarization. We rely on an evolutionary framework by applying a "distance from mean approach". Using data for 8 industrialized economies, we account for probable heterogeneous and timevarying effects through the estimation of a semiparametric smooth coefficient model. Our results show a significant contribution of ICT on polarization dynamics with some differences between countries and industries. We also find evidence that diffusion of ICT is initially accompanied by a Skill Bias Technological Change (SBTC), then contributing to job market polarization. Finally, our findings highlight a progressive weakening of the positive link between ICT diffusion and the increasing demand for high-skilled workers over time.

Suggested Citation

  • Benjamin David, 2014. "Contribution of ICT on Labor Market Polarization: an Evolutionary Approach," Working Papers hal-04141338, HAL.
  • Handle: RePEc:hal:wpaper:hal-04141338
    Note: View the original document on HAL open archive server: https://hal.science/hal-04141338
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    References listed on IDEAS

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    1. 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.
    2. Sumon Bhaumik & Ralitza Dimova & Subal C. Kumbhakar & Kai Sun, 2012. "Does Institutional Quality Affect Firm Performance? Insights from a Semi-Parametric Approach," William Davidson Institute Working Papers Series wp1029, William Davidson Institute at the University of Michigan.
    3. repec:dau:papers:123456789/10093 is not listed on IDEAS
    4. Saviotti, P P & Mani, G S, 1995. "Competition, Variety and Technological Evolution: A Replicator Dynamics Model," Journal of Evolutionary Economics, Springer, vol. 5(4), pages 369-392, December.
    5. Ernst R. Berndt & Catherine J. Morrison & Larry S. Rosenblum, 1992. "High-Tech Capital Formation and Labor Composition in U.S. Manufacturing Industries: An Exploratory Analysis," NBER Working Papers 4010, National Bureau of Economic Research, Inc.
    6. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    7. John Metcalfe, 2008. "Accounting for economic evolution: Fitness and the population method," Journal of Bioeconomics, Springer, vol. 10(1), pages 23-49, April.
    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. Guy Michaels & Ashwini Natraj & John Van Reenen, 2010. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 Years," CEP Discussion Papers dp0987, Centre for Economic Performance, LSE.
    10. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1169-1213.
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