Epidemiologists employ various study designs to understand smoking cessation, including cohort studies, case-control studies, and randomized controlled trials (RCTs). These studies help identify the effectiveness of different cessation methods, risk factors for relapse, and the impact of demographic variables on smoking cessation rates.