This study explores spatial modeling of hypertension cases n the Meranti Islands Regency from 2020-2023. Using Geographic Information Systems (GIS), the study maps the spatial distribution of hypertension across sub-districts to identify sociodemographic risk factors sucsh as age, gender, and population density. The result indicate a significant increase in hypertension prevalence, with Tebing …