Conducting a longitudinal study involves several key steps. First, researchers select a cohort or panel of participants. They then collect baseline data on these subjects' health status, behaviors, and exposures. Over the study period, researchers regularly follow up with participants to collect new data. This process may involve surveys, physical exams, or the collection of biological samples.