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Within and between firm trends in job polarization: the roles of globalization and technology
[The skill complementarity of broadband internet]

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  • Sari Kerr
  • Terhi Maczulskij
  • Mika Maliranta

Abstract

We analyze occupational polarization within and across firms using a census of matched employer–employee panel data from Finland in the period of 2000–2014. As in most industrialized countries, the Finnish occupational distribution has polarized over the last decades. Using decomposition analysis, we find that jobs involving low-level service tasks increase mostly through the entry dynamics, while the high-level abstract task share increases largely within continuing firms. Worker-level occupational mobility points to some skill upgrading within continuing firms, while labor force entry and retirement contribute the polarizing trend. Instrumental variables (IVs) regressions confirm that this occupational restructuring is affected by the globalization of economic activity, including trade in goods and services, offshoring and outsourcing. For example, firms that outsource tasks abroad are more prone to lay off production workers, while domestic outsourcing leads to a reduction of both cognitive and service employees.

Suggested Citation

  • 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.
  • Handle: RePEc:oup:jecgeo:v:20:y:2020:i:4:p:1003-1039.
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    File URL: http://hdl.handle.net/10.1093/jeg/lbz028
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    Cited by:

    1. Kässi, Otto, 2022. "The Labor-market Effects of Service Offshoring: A Synthetic Control Approach with High-dimensional Microdata," ETLA Working Papers 97, The Research Institute of the Finnish Economy.
    2. Terhi Maczulskij, 2024. "Occupational Mobility of Routine Workers," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(5), pages 1198-1229, October.
    3. Liu, Yang, 2024. "Firm age, size, and firm-level job creation and destruction," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 471-480.
    4. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Understanding productivity dynamics: A task taxonomy approach," Research Policy, Elsevier, vol. 47(1), pages 289-304.
    5. Egger, Hartmut & Kreickemeier, Udo & Moser, Christoph & Wrona, Jens, 2024. "Offshoring and job polarisation between firms," Journal of International Economics, Elsevier, vol. 148(C).
    6. Arntz, Melanie & Genz, Sabrina & Gregory, Terry & Lehmer, Florian & Zierahn-Weilage, Ulrich, 2024. "De-routinization in the fourth industrial revolution: Firm-level evidence," ZEW Discussion Papers 24-005, ZEW - Leibniz Centre for European Economic Research.
    7. Kauhanen, Antti & Maczulskij, Terhi & Riukula, Krista, 2020. "Heterogeneous Impacts of the Decentralization of Collective Bargaining," ETLA Working Papers 83, The Research Institute of the Finnish Economy.
    8. Bustos, Emil, 2023. "The Effect of Centrally Bargained Wages on Firm Growth," Working Paper Series 1456, Research Institute of Industrial Economics.
    9. Flora Bellone, 2018. "New Impacts of Globalization : Introduction to Selected Papers presented at the 66th Annual," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 503-504, pages 79-85.
    10. Heyman, Fredrik, 2016. "Job polarization, job tasks and the role of firms," Economics Letters, Elsevier, vol. 145(C), pages 246-251.
    11. Tuomo Alasoini & Seppo Tuomivaara, 2023. "Occupational change, computer use and the complementarity effect in the digital age: Evidence from Finland," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(3), pages 755-772, August.
    12. 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.
    13. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    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. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    16. 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.
    17. Föll, Tobias & Hartmann, Anna, 2019. "A Joint Theory of Polarization and Deunionization," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203558, Verein für Socialpolitik / German Economic Association.
    18. NÁPLAVA, Radek & MÁDR, Michal, 2024. "Job Polarization between Firms in European Sectors," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 65(2), pages 154-176, December.

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    More about this item

    Keywords

    Job polarization; firm; outsourcing; international trade; R&D; ICT;
    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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