Family-based studies involve the collection and analysis of health data from families, typically including multiple generations. They are designed to explore the familial aggregation of diseases and identify genetic and environmental components of disease risk. Family-based studies can take various forms, including twin studies, sibling studies, and multigenerational cohort studies.