Correlational data can be collected through various methods, including surveys, medical records, and registries. These data sources provide information on health outcomes as well as potential risk factors such as lifestyle behaviors, environmental exposures, and genetic predispositions. Advanced statistical techniques like regression analysis are often used to quantify the strength and direction of associations.