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Visualizing the Evolving Fit of Education and Economy: The Case of ICT Education in Norway

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  • Marco Capasso
  • Michael Spjelkavik Mark

Abstract

Our study suggests a pattern of methodological steps aimed at an efficient visualization of the fit between an education and an economy. The steps help to detect cross-sectoral skills, originating in a given education path, and to connect them to the evolution of the labour market. Our procedure utilizes statistics derived from labour flows and builds upon the recent scientific literature on skill-relatedness. As an empirical application, we analyse the fit of ICT higher education with the Norwegian economy, using data on intersectoral labour flows (years 2009-2017). Our procedure is then used to analyze the Norwegian job market for ICT-educated people, suggesting the existence of cross-sectoral ICT skill-relatedness which could explain the ongoing dynamics. With the methodological steps we identify sectors linked to the ''ICT-sector'' as being a skill hub, but also find links to public sector, suggesting the public sector being attractive to ICT-educated people, and links to other skill-related communities containing higher education and R&D as well as data analysis and processing. Finally, the methodology identifies skill-related communities, such as finance and offshore, which are isolated, in terms of skill-relatedness, from the rest of the economy and appear to be islands in the Norwegian economy.

Suggested Citation

  • Marco Capasso & Michael Spjelkavik Mark, 2019. "Visualizing the Evolving Fit of Education and Economy: The Case of ICT Education in Norway," LEM Papers Series 2019/40, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  • Handle: RePEc:ssa:lemwps:2019/40
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    1. Ron Boschma & Koen Frenken, 2011. "The emerging empirics of evolutionary economic geography," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 295-307, March.
    2. Consoli, Davide & Marin, Giovanni & Rentocchini, Francesco & Vona, Francesco, 2023. "Routinization, within-occupation task changes and long-run employment dynamics," Research Policy, Elsevier, vol. 52(1).
    3. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    4. Vona, Francesco & Consoli, Davide, 2009. "Innovation, human capital and earning distribution: towards a dynamic life-cycle approach," MPRA Paper 13032, University Library of Munich, Germany.
    5. Rune Dahl Fitjar & Bram Timmermans, 2017. "Regional skill relatedness: towards a new measure of regional related diversification," European Planning Studies, Taylor & Francis Journals, vol. 25(3), pages 516-538, March.
    6. Francesco Vona & Davide Consoli, 2015. "Innovation and skill dynamics: a life-cycle approach," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(6), pages 1393-1415.
    7. Castellacci, Fulvio, 2008. "Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation," Research Policy, Elsevier, vol. 37(6-7), pages 978-994, July.
    8. Rune Dahl Fitjar & Bram Timmermans, 2019. "Relatedness and the Resource Curse: Is There a Liability of Relatedness?," Economic Geography, Taylor & Francis Journals, vol. 95(3), pages 231-255, May.
    9. repec:hal:spmain:info:hdl:2441/13fti1jo4t8vjpe6ko3qrrv2nv is not listed on IDEAS
    10. Xu, Ming & Liang, Sai, 2019. "Input–output networks offer new insights of economic structure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 527(C).
    11. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    12. Neffke, Frank M.H. & Otto, Anne & Weyh, Antje, 2017. "Inter-industry labor flows," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 275-292.
    13. Rune Dahl Fitjar & Bram Timmermans, 2017. "Knowledge bases and relatedness: A study of labour mobility in Norwegian regions," Papers in Evolutionary Economic Geography (PEEG) 1712, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2017.
    14. Burger, Martijn & Stavropoulos, Spyridon & Ramkumar, Shyaam & Dufourmont, Joke & van Oort, Frank, 2019. "The heterogeneous skill-base of circular economy employment," Research Policy, Elsevier, vol. 48(1), pages 248-261.
    15. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    16. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    17. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    18. Barbieri, Nicolò & Consoli, Davide, 2019. "Regional diversification and green employment in US metropolitan areas," Research Policy, Elsevier, vol. 48(3), pages 693-705.
    19. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
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    More about this item

    Keywords

    Labour flows; Skill relatedness; Economic complexity; Capabilities; Industrial dynamics.;
    All these keywords.

    JEL classification:

    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion

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