IDEAS home Printed from https://ideas.repec.org/p/ibt/report/rr032017.html
   My bibliography  Save this paper

Tasks and skills in European labour markets. Background paper for the World Bank report “Growing United: Upgrading Europe’s Convergence Machine”

Author

Listed:
  • Szymon Gorka
  • Wojciech Hardy
  • Roma Keister
  • Piotr Lewandowski

Abstract

Since the 1970s, the reallocation of labour from manual to cognitive jobs, and from routine work to non-routine work, has been one of the key developments on labour markets around the world. In this paper we collect the stylised facts on the evolution of the task content of jobs in European countries between 1998 and 2014. We cover a wider group of countries than covered in the previous research. We match O*NET occupation content data with EU-LFS individual data to construct five task content measures: non-routine cognitive analytical, non-routine cognitive interpersonal, routine cognitive, routine manual, and non-routine manual physical. We find that the non-routine cognitive content of jobs increased in all countries while the manual content decreased in all countries. The routine cognitive content of jobs decreased in the majority of EU15 countries but it increased in the majority of the New Member States of the EU and in Portugal and Greece. We attribute these differences to different patterns of structural change. We also find some convergence in skill levels between the European countries, and a divergence in employment outcomes of workers with different education level within particular European countries.

Suggested Citation

  • Szymon Gorka & Wojciech Hardy & Roma Keister & Piotr Lewandowski, 2017. "Tasks and skills in European labour markets. Background paper for the World Bank report “Growing United: Upgrading Europe’s Convergence Machine”," IBS Research Reports 03/2017, Instytut Badan Strukturalnych.
  • Handle: RePEc:ibt:report:rr032017
    as

    Download full text from publisher

    File URL: http://ibs.org.pl//app/uploads/2018/03/IBS_Research_Report_03_2017.pdf
    File Function: English Version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Omar S. Arias & Carolina Sánchez-Páramo & María E. Dávalos & Indhira Santos & Erwin R. Tiongson & Carola Gruen & Natasha de Andrade Falcão & Gady Saiovici & Cesar A. Cancho, 2014. "Back to Work : Growing with Jobs in Europe and Central Asia," World Bank Publications - Books, The World Bank Group, number 16570.
    2. Gimpelson, Vladimir & Kapeliushnikov, Rostislav, 2016. "Polarization or upgrading? Evolution of employment in transitional Russia," Russian Journal of Economics, Elsevier, vol. 2(2), pages 192-218.
    3. David Hummels & Jakob R. Munch & Chong Xiang, 2018. "Offshoring and Labor Markets," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 981-1028, September.
    4. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    5. 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.
    6. Andrea Salvatori, 2018. "The anatomy of job polarisation in the UK," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-15, December.
    7. Wojciech Hardy & Roma Keister & Piotr Lewandowski, 2016. "Do entrants take it all? The evolution of task content of jobs in Poland," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 47.
    8. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    9. Oesch, Daniel, 2013. "Occupational Change in Europe: How Technology and Education Transform the Job Structure," OUP Catalogue, Oxford University Press, number 9780199680962.
    10. Wojciech Hardy & Roma Keister & Piotr Lewandowski, 2018. "Educational upgrading, structural change and the task composition of jobs in Europe," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(2), pages 201-231, April.
    11. Aedo, Cristian & Hentschel, Jesko & Luque, Javier & Moreno, Martin, 2013. "From occupations to embedded skills : a cross-country comparison," Policy Research Working Paper Series 6560, The World Bank.
    12. Andrea Salvatori, 2018. "The anatomy of job polarisation in the UK," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-15, December.
    13. Dicarlo, Emanuele & Lo Bello, Salvatore & Monroy-Taborda, Sebastian & Oviedo, Ana Maria & Sanchez Puerta, Maria Laura & Santos, Indhira, 2016. "The Skill Content of Occupations across Low and Middle Income Countries: Evidence from Harmonized Data," IZA Discussion Papers 10224, Institute of Labor Economics (IZA).
    14. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    15. Michael J. Handel, 2012. "Trends in Job Skill Demands in OECD Countries," OECD Social, Employment and Migration Working Papers 143, OECD Publishing.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Szymon Gorka & Wojciech Hardy & Roma Keister & Piotr Lewandowski, 2017. "Age, tasks and skills in European labour markets. Background paper for the world bank report “Growing United: Upgrading Europe’s Convergence Machine”," IBS Research Reports 04/2017, Instytut Badan Strukturalnych.
    2. Lewandowski, Piotr & Keister, Roma & Hardy, Wojciech & Górka, Szymon, 2020. "Ageing of routine jobs in Europe," Economic Systems, Elsevier, vol. 44(4).
    3. 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.
    4. Wojciech Hardy & Roma Keister & Piotr Lewandowski, 2018. "Educational upgrading, structural change and the task composition of jobs in Europe," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(2), pages 201-231, April.
    5. 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.
    6. Piotr Lewandowski & Albert Park & Wojciech Hardy & Yang Du & Saier Wu, 2022. "Technology, Skills, and Globalization: Explaining International Differences in Routine and Nonroutine Work Using Survey Data," The World Bank Economic Review, World Bank, vol. 36(3), pages 687-708.
    7. Roma Keister & Piotr Lewandowski, 2016. "A routine transition? Causes and consequences of the changing content of jobs in Central and Eastern Europe," IBS Policy Papers 05/2016, Instytut Badan Strukturalnych.
    8. Antonio Martins-Neto & Nanditha Mathew & Pierre Mohnen & Tania Treibich, 2024. "Is There Job Polarization in Developing Economies? A Review and Outlook," The World Bank Research Observer, World Bank, vol. 39(2), pages 259-288.
    9. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2020. "Wage response to global production links: evidence for workers from 28 European countries (2005–2014)," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(4), pages 769-801, November.
    10. Rica, Sara De La & Gortazar, Lucas & Lewandowski, Piotr, 2020. "Job Tasks and Wages in Developed Countries: Evidence from PIAAC," Labour Economics, Elsevier, vol. 65(C).
    11. Andrea Salvatori, 2018. "The anatomy of job polarisation in the UK," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-15, December.
    12. Lewandowski, Piotr & Park, Albert & Schotte, Simone, 2020. "The Global Distribution of Routine and Non-Routine Work," IZA Discussion Papers 13384, Institute of Labor Economics (IZA).
    13. Wenchao Jin, 2022. "Occupational polarisation and endogenous task-biased technical change," Working Paper Series 0622, Department of Economics, University of Sussex Business School.
    14. Cortes, Guido Matias & Salvatori, Andrea, 2019. "Delving into the demand side: Changes in workplace specialization and job polarization," Labour Economics, Elsevier, vol. 57(C), pages 164-176.
    15. Du Yuhong & Wei Xiahai, 2020. "Task content routinisation, technological change and labour turnover: Evidence from China," The Economic and Labour Relations Review, , vol. 31(3), pages 324-346, September.
    16. Antonio Martins-Neto & Xavier Cirera & Alex Coad, 2024. "Routine-biased technological change and employee outcomes after mass layoffs: evidence from Brazil," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(3), pages 555-583.
    17. Matthias Haslberger, 2022. "Rethinking the measurement of occupational task content," The Economic and Labour Relations Review, , vol. 33(1), pages 178-199, March.
    18. Martina Bisello & Marta Fana & Enrique Fernández-Macías & Sergio Torrejón Pérez, 2021. "A comprehensive European database of tasks indices for socio-economic research," JRC Working Papers on Labour, Education and Technology 2021-04, Joint Research Centre.
    19. van der Velde, Lucas, 2022. "Phasing out: Routine tasks and retirement," Journal of Comparative Economics, Elsevier, vol. 50(3), pages 784-803.
    20. Jean Philippe Décieux & Alexandra Mergener, 2021. "German Labor Emigration in Times of Technological Change: Occupational Characteristics and Geographical Patterns," Sustainability, MDPI, vol. 13(3), pages 1-18, January.

    More about this item

    Keywords

    task content of jobs; routinisation; occupational change; skills; O*NET; PIAAC;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ibt:report:rr032017. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: IBS (email available below). General contact details of provider: https://edirc.repec.org/data/ibswapl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.