Disease distribution involves examining how a disease is spread across different populations, locations, and time periods. Epidemiologists use various metrics such as incidence, prevalence, and mortality rates to understand distribution patterns. This helps in identifying risk factors and populations at higher risk, which is essential for targeted interventions.