Data collection methods include self-reported surveys, menstrual diaries, and mobile health apps. These tools can track cycle length, regularity, and symptoms. Accurate data collection is vital for epidemiological studies to identify trends, risk factors, and the impact of lifestyle or environmental factors on menstrual health.