Choosing the right study design is crucial. Common epidemiological study designs include cross-sectional, case-control, cohort, and randomized controlled trials. The choice depends on the research question, the nature of the disease, the population under study, and the available resources. Each design has its strengths and limitations, which must be considered when planning the study.