Summarizing Categorical Variables

Categorical variables describe membership in groups. Examples include site, sex, treatment arm, diagnosis category, visit status, adverse event severity, outcome status, and consent status. The most common summaries are counts and percentages. Although these summaries appear simple, they require careful attention to denominators, missing values, and expected categories.