Epidemiologists use a variety of study designs to investigate the distribution and determinants of health-related states and events. These include cohort studies, case-control studies, cross-sectional studies, and randomized controlled trials. By comparing different groups and analyzing statistical data, they can identify risk factors and potential interventions.