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Differences in Job De-Routinization in OECD Countries: Evidence from PIAAC

Author

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  • de la Rica, Sara

    () (University of the Basque Country)

  • Gortazar, Lucas

    () (World Bank)

Abstract

The aim of the paper is threefold. First, we compute differences on the degree of de-routinization of job contents across a harmonized and hence comparable sample of Anglo-Saxon, many European and even Asian advanced countries. We do so by using very precise information on job contents at the worker level, which allows for job task heterogeneity within occupations. Second we assess the extent to which computer adoption leads to the observed difference in the degree of de-routinization of job contents. Third, we test whether higher degrees of technology adoption are associated to higher wage inequality. Our results show remarkable differences in the degree of de-routinization of job contents across countries, being computer adoption at work a key significant driver of such differences. In particular, ICT use at work explains 13.4% (6.3%) of the cross-country unconditional (conditional) differences in de-routinization of job contents. Regarding the impact of adoption technology on wage inequality, our results indicate that although differences in ICT adoption explain an important and significant part of wage differentials, the effect is homogeneous for all the wage distribution, implying that we cannot find a significant association between wage inequality and technology adoption.

Suggested Citation

  • de la Rica, Sara & Gortazar, Lucas, 2016. "Differences in Job De-Routinization in OECD Countries: Evidence from PIAAC," IZA Discussion Papers 9736, Institute for the Study of Labor (IZA).
    • Handle: RePEc:iza:izadps:dp9736
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    References listed on IDEAS

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    1. Maarten Goos & Alan Manning & Anna Salomons, 2009. "Job Polarization in Europe," American Economic Review, American Economic Association, vol. 99(2), pages 58-63, May.
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    4. 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.
    5. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
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    7. Cabrales, Antonio & Dolado, Juan J. & Mora, Ricardo, 2014. "Dual Labour Markets and (Lack of) On-the-Job Training: PIAAC Evidence from Spain and Other EU Countries," IZA Discussion Papers 8649, Institute for the Study of Labor (IZA).
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    Cited by:

    1. Wojciech Hardy & Roma Keister & Piotr Lewandowski, 2016. "Technology or Upskilling? Trends in the Task Composition of Jobs in Central and Eastern Europe," HKUST IEMS Working Paper Series 2016-40, HKUST Institute for Emerging Market Studies, revised Dec 2016.
    2. Piotr Lewandowski & Roma Keister & Wojciech Hardy & Szymon Gorka, 2017. "Routine and ageing? The Intergenerational Divide In The Deroutinisation Of Jobs In Europe," IBS Working Papers 01/2017, Instytut Badan Strukturalnych.

    More about this item

    Keywords

    routine-biased technological change; de-routinization; polarization; PIACC; RIF-Regressions; wage decomposition;

    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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