Despite its advantages, spatial epidemiology faces several challenges. Data quality and availability are significant issues, as accurate and comprehensive data are essential for reliable analysis. There are also concerns regarding privacy and confidentiality when dealing with health data. Moreover, the complexity of spatial data analysis requires specialized skills and knowledge.