Assess graduate learners' ability to analyze evidence on the validity and reliability of consumer wearable activity trackers for measuring moderate-to-vigorous physical activity (MVPA) in adult research studies, covering study design and sample considerations, criterion measures and placement, statistical metrics (e.g., ICC, Bland–Altman, sensitivity/specificity), algorithm and device differences, sources of measurement error, and implications for study interpretation and application.