mHealth devices can collect a wide range of data including physiological metrics such as heart rate, blood pressure, and glucose levels, as well as behavioral data like physical activity, sleep patterns, and medication adherence. This multifaceted data provides a comprehensive view of an individual’s health, which is invaluable for epidemiological research.