A new regional rural European typology based on social exclusion

Debates on rural social exclusion in Europe often call for territorially sensitive policies, yet comparative evidence on how exclusion is structured across rural regions remains limited. This paper develops a multidimensional typology of social exclusion for 412 predominantly rural NUTS3 regions in the EU-27. We conceptualize exclusion as a territorially embedded process spanning four domains: economic security and employment, living conditions, health and wellbeing, and social participation and engagement. We operationalize this framework with a battery of harmonized indicators and apply principal component analysis and hierarchical–k-means clustering, complemented by fuzzy membership techniques and robustness checks at NUTS2 level. The resulting clusters depict a rural mosaic that cuts across national borders: from highly productive, well-connected industrial territories and broadly prosperous rural regions, through ageing peripheral economies marked by political disaffection, to remote and structurally disadvantaged coastal and mountain areas and marginalized peripheries. These patterns reveal a marked north–south and west–east gradient, but also intra-national variation and overlapping territorial profiles. The typology offers a tool for rethinking rural development strategies, and for interrogating how EU cohesion and national rural policies address the multiple ‘peripheries within’ that characterize contemporary rural Europe.