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ICT Use and Labor: Firm-Level Evidence from Turkey

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Abstract

This study analyzes the adoption and use of information communication technologies (ICTs) by firms and their effects on employment and wages. I use a confidential data set from Turkey that includes detailed surveys focused on how ICTs and the Internet are used by firms. By using the rich survey data, I create an ICT index summarizing ICT adoption and use, along with the skills of the firms, where each category takes into account many applications. The firms with different levels of ICTs differ in many characteristics. I use the generalized propensity score matching method in order to compare firms that are similar in many dimensions such as industry, location, investments, profits, trade balance, and output. I find positive effects of ICTs on employment and wages that are diminishing after a certain level of ICTs. These significant effects are due to an increase in ICT-generated jobs and not due to an increase in non-ICT jobs in the short-run. The effects on non-ICT employment become significant a couple years after investments in ICTs. This implies a change in the skill composition of the firms with higher intensity of ICT use, especially in the short run.

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  • Hilal Atasoy, 2011. "ICT Use and Labor: Firm-Level Evidence from Turkey," Working Papers 11-23, NET Institute, revised Nov 2011.
    • Handle: RePEc:net:wpaper:1123
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    References listed on IDEAS

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    1. 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.
    2. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    3. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    4. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    5. Kosuke Imai & David A. van Dyk, 2004. "Causal Inference With General Treatment Regimes: Generalizing the Propensity Score," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 854-866, January.
    6. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    7. David H. Autor, 2001. "Wiring the Labor Market," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 25-40, Winter.
    8. 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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    Cited by:

    1. Yilmaz Kiliçaslan & Ünal Töngür, 2017. "Information and Communication Technologies and Employment Generation in Turkish Manufacturing Industry," Working Papers 1120, Economic Research Forum, revised 07 2017.

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    More about this item

    Keywords

    Information communication technologies; skilled-biased technical change; employment;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • 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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