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Identifying trajectories of regional 'left-behindness' in the EU15 from 1982 to 2017

Lookup NU author(s): Dr Sanne Velthuis, Professor Rachel Franklin, Professor Danny MacKinnonORCiD, Professor Andy PikeORCiD

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This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).


Abstract

© 2025 the author(s), published by De Gruyter, Berlin/Boston 2025.Left behind places' have received increasing attention in the Global North, acknowledging growing regional inequalities between and within countries. Yet the trajectories followed by these places have mostly been investigated by assessing changes between two distant time-points. Aiming to provide more detailed insights into regional development pathways, we combine k-means clustering and sequence analysis to study detailed regional trajectories between 1982 and 2017 for EU15 NUTS3 regions. The resulting typology of trajectories evidences how some regions have increasingly or more recently fallen behind', some have remained left behind', and still others have experienced overall positive change over decades, at least temporarily catching-up on wealthier regions. As such, our findings suggest different transitions in and out of demographic and economic left-behindness'.


Publication metadata

Author(s): Le Petit-Guerin M, Velthuis S, Royer J, Cauchi-Duval N, Franklin R, Leibert T, MacKinnon D, Pike A

Publication type: Article

Publication status: Published

Journal: ZFW - Advances in Economic Geography

Year: 2025

Pages: Epub ahead of print

Online publication date: 19/03/2025

Acceptance date: 27/02/2025

Date deposited: 09/04/2025

ISSN (print): 2748-1956

ISSN (electronic): 2748-1964

Publisher: Walter de Gruyter GmbH

URL: https://doi.org/10.1515/zfw-2023-0068

DOI: 10.1515/zfw-2023-0068

Data Access Statement: Analysis is based on publicly accessible statistical and administrative data. Data sources are provided in the article.


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Funding

Funder referenceFunder name
Deutsche Forschungsgemeinschaft (DFG)
Economic and Social Research Council (ESRC)
Grant reference ES/V013696/1
L'Agence Nationale de la Recherche (ANR)

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