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Technology and skill-upgrading: Results from linked worker-plant data for Finnish manufacturing

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  • Vainiomäki, Jari

Abstract

In this paper we use both the standard Census of Manufacturing data and new linked information on worker characteristics for the Finnish manufacturing plants to examine the skilled/unskilled relative demand and its correlation with technology and demand factors. The linked worker-plant data are produced by matching workers in the Employment Statistics database to the plants in the Census of Manufacturing. The employment statistics database is utilised to procure an alternative measure for the skill composition of plants’ work force based on education and to obtain average wages for these educational skill groups. We are therefore able to analyse skill upgrading and relative wages using the standard non-production/production breakdown as well as a skill-grouping based on the workers’ education. We apply decomposition techniques and regression analysis to study possible explanations for the changes in the share of skilled workers. In order to analyse the effects of technology on skill demand we introduce plant level technology indicators from the R&D Survey and a Manufacturing Technology Survey. Our main findings are that skill upgrading is mostly the results of increasing shares of more skilled workers within plants, but also that plant entry and exit effects have become more important. This within-plant skill upgrading correlates positively with the plant level R&D intensity which provides evidence for skill-biased technological change. We also find that the effect of increased demand for skilled workers has mainly increased their employment rather than their wages.

Suggested Citation

  • Vainiomäki, Jari, 1999. "Technology and skill-upgrading: Results from linked worker-plant data for Finnish manufacturing," MPRA Paper 44662, University Library of Munich, Germany, revised 2013.
    • Handle: RePEc:pra:mprapa:44662
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    References listed on IDEAS

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    1. Stephen Machin & A Ryan & John Van Reenen, 1996. "Technology and Changes in Skill Structure: Evidence from an International Panel of Industries," CEP Discussion Papers dp0297, Centre for Economic Performance, LSE.
    2. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    3. J.E. Haskel, 1995. "The Decline in Unskilled Employment in UK Manufacturing," Working Papers 344, Queen Mary University of London, School of Economics and Finance.
    4. Schmitt, John, 1993. "The changing structure of male earnings in Britain, 1974-88," LSE Research Online Documents on Economics 20993, London School of Economics and Political Science, LSE Library.
    5. Bernard, Andrew B. & Jensen, J. Bradford, 1997. "Exporters, skill upgrading, and the wage gap," Journal of International Economics, Elsevier, vol. 42(1-2), pages 3-31, February.
    6. Machin, Steve, 1994. "Changes in the Relative Demand for Skills in the UK Labour Market," CEPR Discussion Papers 952, C.E.P.R. Discussion Papers.
    7. Bound, John & Johnson, George, 1992. "Changes in the Structure of Wages in the 1980's: An Evaluation of Alternative Explanations," American Economic Review, American Economic Association, vol. 82(3), pages 371-392, June.
    8. Vainiomaki, Jari & Laaksonen, Seppo, 1995. "Inter-industry wage differentials in Finland: Evidence from longitudinal census data for 1975-85," Labour Economics, Elsevier, vol. 2(2), pages 161-173, June.
    9. John Schmitt, 1993. "The Changing Structure of Male Earnings in Britain," CEP Discussion Papers dp0122, Centre for Economic Performance, LSE.
    10. Lawrence F. Katz & Gary W. Loveman & David G. Blanchflower, 1993. "A Comparison of Changes in the Structure of Wages," NBER Working Papers 4297, National Bureau of Economic Research, Inc.
    11. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
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    Cited by:

    1. Michel Dumont & Glenn Rayp & Marijn Verschelde & Bruno Merlevede, 2016. "The contribution of start-ups and young firms to industry-level efficiency growth," Applied Economics, Taylor & Francis Journals, vol. 48(59), pages 5786-5801, December.

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    More about this item

    Keywords

    technology; skills; linked data; manufacturing;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • 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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