Categorical data can be collected through various methods such as:
1. Surveys and Questionnaires: Often used to gather information on demographic characteristics, health behaviors, and exposure to risk factors. 2. Medical Records: Provide detailed health information including disease status, treatment, and outcomes. 3. Epidemiological Studies: Such as cohort studies, case-control studies, and cross-sectional studies that collect data on exposure and disease status.