This paper maps the spatial distribution and clustering of non-communicable-disease (NCD) mortality and healthcare professionals across Thailand’s 77 provinces over a ten-year period and uses spatial econometric models to assess whether the distribution of healthcare professionals affects NCD mortality, finding a positive spatial association attributed to reverse causality and confounding.