This study involved a subsample of respondents from 10 countries wearing an accelerometer on their upper thigh for 8 days. While some evidence supported the “healthy volunteer” hypothesis, indicating overrepresentation of healthier individuals in the fully-adherent group, biases and patterns were not necessarily consistent. Addressing the challenge of obtaining consent and minimizing delays between consent and task onset were identified as important factors in improving participation rates.