Cohort studies: Following a group of people over time to observe the development of chronic illnesses. Case-control studies: Comparing individuals with a specific chronic illness to those without to identify potential causes or risk factors. Cross-sectional studies: Analyzing data from a population at a single point in time to identify the prevalence of chronic illnesses. Randomized controlled trials: Testing the efficacy of interventions to prevent or manage chronic illnesses.