Epidemiologists use various study designs to identify risk factors, including cohort studies, case-control studies, and cross-sectional studies. By comparing groups with and without the disease, they can identify factors that are associated with an increased risk of disease. This information is crucial for developing targeted prevention strategies and interventions.