Spatially uneven service pressure under population decline: evidence from Hungarian primary education

Abstract This study examines how population decline reshapes the spatial distribution of teaching intensity in Hungary’s primary-education system. Combining site-level administrative data with census-based demographic indicators, it analyses whether higher teaching hours per student in shrinking municipalities reflect compensatory provision or the structural consequences of low enrolment and small class size. The findings suggest a spatially uneven “double pressure”: municipalities facing demographic shrinkage often also display higher concentrations of social disadvantage, while school sites in these areas show elevated per-student teaching intensity. Decomposition of the teaching-hours-per-student indicator shows that this pattern is driven primarily by structural constraints, especially smaller class size, rather than by a systematic expansion of teaching hours per class. Spatial analysis further reveals a territorial overlap between high teaching intensity and disadvantaged student composition, while the share of students with integration, learning, and behavioural difficulties follows a distinct U-shaped relationship with local population change. The article argues that in shrinking regions, high per-student teaching intensity should not be interpreted automatically as inefficiency; it may also reflect the organisational cost of maintaining local access within a centralised public system. More broadly, the Hungarian case shows how demographic shrinkage can generate uneven local service pressures within centralised public systems.