Data collection methods in health behavior studies include:
1. Surveys and questionnaires: Self-reported data on behaviors, attitudes, and perceptions. 2. Interviews: In-depth insights through structured or semi-structured interviews. 3. Observational studies: Direct observation of behaviors in natural settings. 4. Digital tools: Use of mobile apps and wearable devices to track behaviors in real-time.