IDEAS home Printed from https://ideas.repec.org/p/pst/wpaper/314.html
   My bibliography  Save this paper

Where do workers from declining routine jobs go and does migration matter?

Author

Listed:
  • Merja Kauhanen

    (Palkansaajien tutkimuslaitos)

  • Terhi Maczulskij

Abstract

Using administrative panel data on the entire Finnish population, we study the occupational switching patterns of routine workers to different labor market states. We find that workers tend to move out from routine-intensive occupations. The direction of the shift is nevertheless different between routine cognitive and routine manual workers. Routine manual workers are more likely to end up in low-paying non-routine manual jobs or become unemployed, while routine cognitive workers are more likely to move upwards to non-routine cognitive jobs. Worker migration particularly to urban and highly industrialized regions seems to mitigate the negative labor market consequences of occupational polarization.

Suggested Citation

  • Merja Kauhanen & Terhi Maczulskij, 2017. "Where do workers from declining routine jobs go and does migration matter?," Working Papers 314, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
  • Handle: RePEc:pst:wpaper:314
    as

    Download full text from publisher

    File URL: https://labour.fi/wp-content/uploads/2020/02/Tyopaperi314.pdf
    File Function: First version, 2017
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Grazier, S. & Sloane, P.J., 2008. "Accident risk, gender, family status and occupational choice in the UK," Labour Economics, Elsevier, vol. 15(5), pages 938-957, October.
    2. Sari Kerr & Terhi Maczulskij & Mika Maliranta, 2020. "Within and between firm trends in job polarization: the roles of globalization and technology [The skill complementarity of broadband internet]," Journal of Economic Geography, Oxford University Press, vol. 20(4), pages 1003-1039.
    3. Rita Asplund & Erling Barth & Per Lundborg & Kjersti Misje Nilsen, 2011. "Polarization of the Nordic Labour Markets," Finnish Economic Papers, Finnish Economic Association, vol. 24(2), pages 87-110, Autumn.
    4. Kristiina Huttunen & Jarle Møen & Kjell G. Salvanes, 2018. "Job Loss and Regional Mobility," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 479-509.
    5. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    6. David H. Autor & David Dorn & Gordon H. Hanson & Jae Song, 2014. "Trade Adjustment: Worker-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1799-1860.
    7. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    8. 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.
    9. Thomas DeLeire & Helen Levy, 2004. "Worker Sorting and the Risk of Death on the Job," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 925-954, October.
    10. 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.
    11. Claudio Lucifora & Dominique Meurs, 2006. "The Public Sector Pay Gap In France, Great Britain And Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 43-59, March.
    12. Dauth, Wolfgang, 2014. "Job polarization on local labor markets," IAB-Discussion Paper 201418, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    13. Nilsson Hakkala, Katariina & Huttunen, Kristiina, 2016. "Worker-level consequences of import shocks," Working Papers 74, VATT Institute for Economic Research.
    14. Guido Matias Cortes, 2016. "Where Have the Middle-Wage Workers Gone? A Study of Polarization Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 63-105.
    15. Nilsson Hakkala, Katariina & Huttunen, Kristiina, 2016. "Worker-Level Consequences of Import Shocks," IZA Discussion Papers 10033, Institute of Labor Economics (IZA).
    16. 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.
    17. Sari Pekkala & Hannu Tervo, 2002. "Unemployment and Migration: Does Moving Help?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 621-639, December.
    18. Pissarides, Christopher A & McMaster, Ian, 1990. "Regional Migration, Wages and Unemployment: Empirical Evidence and Implications for Policy," Oxford Economic Papers, Oxford University Press, vol. 42(4), pages 812-831, October.
    19. 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.
    20. Heyman, Fredrik, 2016. "Job polarization, job tasks and the role of firms," Economics Letters, Elsevier, vol. 145(C), pages 246-251.
    21. George J. Borjas, 2002. "The Wage Structure and the Sorting of Workers into the Public Sector," NBER Working Papers 9313, National Bureau of Economic Research, Inc.
    22. Böckerman, Petri & Laaksonen, Seppo & Vainiomäki, Jari, 2013. "Is there job polarization at the firm level?," MPRA Paper 50833, University Library of Munich, Germany.
    23. Terhi Maczulskij, 2017. "Who becomes a public sector employee?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 38(4), pages 567-579, July.
    24. Lixin Cai & Amy Y. C. Liu, 2011. "Public–Private Sector Wage Gap in Australia: Variation along the Distribution," British Journal of Industrial Relations, London School of Economics, vol. 49(2), pages 362-390, June.
    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. Terhi Maczulskij, 2019. "Occupational Mobility of Routine Workers," Working Papers 327, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    2. Nikolaos Terzidis & Raquel Ortega‐Argilés, 2021. "Employment polarization in regional labor markets: Evidence from the Netherlands," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 971-1001, November.
    3. 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.
    4. Silvia Vannutelli & Sergio Scicchitano & Marco Biagetti, 2022. "Routine-biased technological change and wage inequality: do workers’ perceptions matter?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(3), pages 409-450, September.
    5. Dirk Antonczyk & Thomas DeLeire & Bernd Fitzenberger, 2018. "Polarization and Rising Wage Inequality: Comparing the U.S. and Germany," Econometrics, MDPI, vol. 6(2), pages 1-33, April.
    6. Harrigan, James & Reshef, Ariell & Toubal, Farid, 2021. "The March of the Techies: Job Polarization Within and Between Firms," Research Policy, Elsevier, vol. 50(7).
    7. Gregory, Terry & Salomons, Anna & Zierahn, Ulrich, 2016. "Racing With or Against the Machine? Evidence from Europe," VfS Annual Conference 2016 (Augsburg): Demographic Change 145843, Verein für Socialpolitik / German Economic Association.
    8. Sari Kerr & Terhi Maczulskij & Mika Maliranta, 2020. "Within and between firm trends in job polarization: the roles of globalization and technology [The skill complementarity of broadband internet]," Journal of Economic Geography, Oxford University Press, vol. 20(4), pages 1003-1039.
    9. Heyman, Fredrik, 2016. "Job polarization, job tasks and the role of firms," Economics Letters, Elsevier, vol. 145(C), pages 246-251.
    10. Winkler, Erwin, 2020. "Diverging paths: Labor reallocation, sorting, and wage inequality," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224535, Verein für Socialpolitik / German Economic Association.
    11. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    12. Fredrik Heyman & Fredrik Sjöholm, 2019. "Globalization, Job Tasks and the Demand for Different Occupations," Travail et Emploi, La DARES, vol. 0(1), pages 67-91.
    13. Einiö, Elias, 2015. "The Loss of Production Work: Identification of Demand Shifts Based on Local Soviet Trade Shocks," Working Papers 61, VATT Institute for Economic Research.
    14. Davide Consoli & Francesco Vona & Francesco Rentocchini, 2016. "That was then, this is now: skills and routinization in the 2000s," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(5), pages 847-866.
    15. David Kunst, 2019. "Deskilling among Manufacturing Production Workers," Tinbergen Institute Discussion Papers 19-050/VI, Tinbergen Institute, revised 30 Dec 2020.
    16. van der Velde, Lucas, 2022. "Phasing out: Routine tasks and retirement," Journal of Comparative Economics, Elsevier, vol. 50(3), pages 784-803.
    17. Lucas van der Velde, 2020. "Within Occupation Wage Dispersion and the Task Content of Jobs," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 1161-1197, October.
    18. Böhm, Michael Johannes & Gaudecker, Hans-Martin von & Schran, Felix, 2019. "Occupation Growth, Skill Prices, and Wage Inequality," IZA Discussion Papers 12647, Institute of Labor Economics (IZA).
    19. Thomsen, Stephan L, 2018. "Die Rolle der Computerisierung und Digitalisierung für Beschäftigung und Einkommen," Hannover Economic Papers (HEP) dp-645, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    20. Einiö, Elias, 2016. "The loss of production work: evidence from quasiexperimental identification of labour demand functions," LSE Research Online Documents on Economics 69019, London School of Economics and Political Science, LSE Library.

    More about this item

    Keywords

    job polarization; routine manual; routine cognitive; occupational mobility; migration;
    All these keywords.

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    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:pst:wpaper:314. 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: Jaana Toivainen (email available below). General contact details of provider: https://edirc.repec.org/data/laborfi.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.