Data collection is fundamental to epidemiology. The types of data required depend on the program’s objectives but generally include incidence and prevalence rates, risk factor data, and demographic information. Sources of data can include health records, surveys, and surveillance systems. High-quality data ensures accurate assessment and evaluation.