Epidemiologists conduct various types of studies, including observational studies (such as cohort, case-control, and cross-sectional studies) and experimental studies (such as randomized controlled trials). Each type of study serves a different purpose and provides unique insights into disease patterns and causation. For instance, cohort studies are useful for tracking disease development over time, while case-control studies are effective for identifying factors that may contribute to a particular health outcome.