Kulldorff's scan statistic is a statistical method employed to detect clusters of events over time and/or space. It is particularly useful for identifying areas with higher-than-expected incidences of diseases or health events. The scan statistic works by systematically scanning a region or time period to find clusters, using a circular or elliptical window that moves across the study area.