National Hydrogen Workforce Studies and Just Transition: A Comparative Framework and Typology Across 13 Countries

Abstract

Context: National hydrogen strategies are increasingly accompanied by workforce and skills studies intended to anticipate labour-market implications of an emerging hydrogen economy. Yet these studies differ markedly in how deeply they analyse skill needs, how far they specify implementable measures, and whether they integrate social justice beyond rhetorical references. This article addresses the resulting fragmentation by developing a comparative framework that positions hydrogen workforce planning at the intersection of vocational education and training (VET), labour-market governance, and just transition. 

Approach: The study employs a conceptual review design combined with structured qualitative content analysis of a purposive sample of national hydrogen workforce/skills studies (29 studies from 13 countries). A deductive coding scheme operationalises four analytical dimensions: Skills Analysis Depth (SA), Skills Implementation Depth (SI), Just Transition Analysis Depth (JTA), and Just Transition Implementation Depth (JTI). Each dimension is assessed on a four-point rating scale from 0 (absent) to 3 (fully quantified and road-mapped). Dimension profiles are then aggregated through decision rules into a typology that emphasises configurational patterns. 

Findings: The analysis yields five ideal-typical stages of workforce planning configuration. Stage 0 (Workforce Analysts) provide diagnostic scoping without implementation. Stage 1 (Strategic Workforce Framers) integrates workforce and justice primarily at the level of strategic discourse, with limited operationalisation. Stage 2 (Skills-Centric Planners) provides comparatively developed skills forecasting and training pathways, but keeps justice largely marginal. Stage 3 (Just Transition Integrators) links skills and justice considerations – often through territorial development and restructuring – yet remains uneven in the institutionalisation of justice measures. Stage 4 (Integrated Transition Governance Architects) combines advanced skills planning with operational just-transition instruments, including costed programmes, defined governance arrangements, and monitoring systems. The typology does not assess policy effectiveness or transition outcomes. Rather, it captures the degree of institutional specification and governance integration in national workforce planning. Higher stages therefore indicate more explicit and operationalised planning architectures, not superior social, economic, or environmental results. 

Conclusion: The proposed four-dimension framework and typology offer a tool for comparing national hydrogen workforce studies and clarifying how planning logics shift from technocratic forecasting to transition governance. Substantively, the findings reposition VET from a delivery system for technical skills to a mediating governance actor whose contribution to hydrogen transitions depends on coordination with labour-market regulation, regional development, and social protection. The key message is that socially sustainable hydrogen transitions require workforce strategies that institutionalise justice, not merely acknowledge it.