Both social and spatial processes shape health inequalities, yet sociology and geography have traditionally
examined these dimensions separately. This paper advances Public Health Geosociology as an integrative
framework that combines the spatial insights of health geography, the structural analysis of medical sociology,
and the evaluative tools of public health science. The framework is grounded in three propositions: space is
socially produced, society is spatially structured, and health inequality is socio-spatially constructed. It shifts
attention from merely identifying where disparities occur to explaining why they persist and how they are
reproduced. Central to the framework is the concept of the Geography of Neglect, which explains how the uneven
distribution of healthcare infrastructure and public investment systematically disadvantages peripheral
populations. Drawing on evidence from Nigeria, sub-Saharan Africa, and comparable contexts, the paper
demonstrates how distance, poverty, gender norms, social exclusion, and institutional weakness interact to
transform geographic isolation into health exclusion. Methodologically, Public Health Geosociology advocates
a triangulated approach that integrates spatial analytics, qualitative social inquiry, and epidemiological
evaluation to capture the complex dynamics of health inequality. The framework introduces two key concepts:
the Scale–Sociality Nexus, which highlights the limits of local social cohesion under conditions of institutional
absence, and the Vaporization of Access, which describes the rapid decline in healthcare accessibility beyond
critical distance thresholds. The paper argues that health outcomes in low- and middle-income countries are
socio-spatial products of power, policy, and territorial organisation. Achieving Universal Health Coverage
requires moving beyond space-blind approaches toward integrated strategies that address spatial, social, and
institutional inequalities simultaneously.