Understanding the spatial distribution of health-related events is crucial for public health planning and intervention. Moran's I helps epidemiologists identify clusters of high or low disease incidence, which can indicate underlying factors such as environmental exposures or socioeconomic conditions. This knowledge aids in targeted public health interventions and efficient resource allocation.