Decision tree insights into spatial and temporal patterns of convergence in EU labour markets

Stránka jednoduchej položky
dc.contributor.authorBorseková, Kamila
dc.contributor.authorKoróny, Samuel
dc.contributor.authorKahanec, Martin
dc.date.accessioned2026-01-27T13:10:04Z
dc.date.available2026-01-27T13:10:04Z
dc.date.issued2025
dc.descriptionIn: Environment and Planning A: Economy and Space. Thousand Oaks : SAGE Publications, 2025. ISSN 0308-518X. Vol. 57, no. 8 (2025), pp. 1096-1120.
dc.description.abstractThis study aims to enhance our understanding of convergence patterns within the European Union by analyzing labour market efficiency (LME) indicators across 258 NUTS2 level regions from 25 EU countries. Utilizing advanced statistical methods based on decision trees, we investigate whether the data reveal groups of NUTS2 regions that exhibit shared patterns of convergence, divergence or structural similarities. Our methodological innovation lies in the application of a decision tree model to create detailed maps of European regions. This innovative approach allows us to assess the performance of regions based on multiple labour market indicators, identifying nodes that we translate into regional clusters. This novel method provides a more salient and empirically driven evaluation of convergence patterns in European labour markets and enables us to assess changes in these patterns over time. Our findings highlight the persistence of certain labour market characteristics and uncover regions that deviate from expected trends, revealing a heterogeneous and dynamic labour market landscape across Europe. These findings have the potential to inform more nuanced and region-specific economic policies that cater to the distinct labour market conditions across Europe, fostering more tailored approaches to regional development and convergence.
dc.description.sponsorshipEuropean Union's Horizon Europe 101079219 The Brridge project European Union's Horizon Europe 101061198 Transforming European Work and Social Protection: A New Proactive Welfare State Fit for the Future World of Work NextGenerationEU 09I01-03-V04-00063/2024/VA POSILA NextGenerationEU 09I03-03-V04-00768/2024/VA
dc.identifier.doihttps://doi.org/10.1177/0308518X251352697
dc.identifier.issn0308-518X
dc.identifier.issn1472-3409
dc.identifier.urihttps://repo.umb.sk/handle/123456789/1237
dc.language.isoen
dc.publisherSAGE Publications : Thousand Oaks
dc.rightsCC BY-NC Creative Commons Attribution-NonCommercial 4.0. International
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/
dc.subjecttrh práce
dc.subjectpracovný trh
dc.subjectlabour market
dc.subjectlabor market
dc.subjectrozhodovacie stromy
dc.subjectdecision trees
dc.subjectproduktivita práce
dc.subjectlabor productivity
dc.subjectlabour productivity
dc.subjectproductivity of labor
dc.subjectekonomická konvergencia
dc.titleDecision tree insights into spatial and temporal patterns of convergence in EU labour markets
dc.typeArticle
dc.typeinfo:eu-repo/semantics/article

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