The spatial scan statistic imposed a circular window on the map and lets the circle move over the area. Therefore, at different locations, the window included different sets of neighboring provinces. If the window contained the centroid of the provinces, then that provinces was included in the window. The radius of each circle was increased continuously from 0 up to a maximum radius. Therefore, the window never encompassed more than 50% of the total population at risk.