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Exploring the Link Between Education Length and Employment Outcomes among Youth in Europe: A Hierarchical Clustering Approach

Author

Listed:
  • Krpan Mira

    (University of Zagreb Faculty of Economics and Business, Zagreb, Croatia)

  • Kedžo Margareta Gardijan

    (University of Zagreb Faculty of Economics and Business, Zagreb, Croatia)

  • Žmuk Berislav

    (University of Zagreb Faculty of Economics and Business, Zagreb, Croatia)

Abstract

Background As the world rapidly evolves, digitalisation continues, and artificial intelligence is used, it is crucial to understand how education systems are preparing future generations to succeed in this very dynamic environment where there is a tremendous demand for skilled workers. Objectives This paper analyses similarities and differences between European Union Member States regarding the educational attainment of young adults and their performance in the labour market. Methods/Approach Ward’s cluster method in hierarchical cluster analysis for output and outcome indicators of young adult education systems is used for two selected years: 2012 and 2021. Results Belgium, Cyprus, Denmark, France, Ireland, Latvia, Lithuania, Luxembourg, and the Netherlands have the highest average percentage of young adults with tertiary education in 2021. On the other hand, Belgium, Bulgaria, Hungary, Ireland, Lithuania, Malta, Poland, and Romania have the highest average employment and income benefits of tertiary education for young adults. Conclusions The average share of 25-to 34-year-olds with tertiary education increased significantly in the EU-27 between 2012 and 2021, partly due to higher demand for skilled workers in labour markets. Higher levels of education are generally associated with better employment opportunities and higher wages. However, there are large differences across EU economies. The results can help governments and education policymakers design future policies and provide insights into cross-country comparisons.

Suggested Citation

  • Krpan Mira & Kedžo Margareta Gardijan & Žmuk Berislav, 2023. "Exploring the Link Between Education Length and Employment Outcomes among Youth in Europe: A Hierarchical Clustering Approach," Business Systems Research, Sciendo, vol. 14(2), pages 190-213, December.
    • Handle: RePEc:bit:bsrysr:v:14:y:2023:i:2:p:190-213:n:11
    DOI: 10.2478/bsrj-2023-0019
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    References listed on IDEAS

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    More about this item

    Keywords

    cluster analysis; educational attainment; labour market outcomes; tertiary education; young adults;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development

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