One of the major challenges in fitness epidemiology is accurately measuring physical activity and dietary intake. Self-reported data can be unreliable due to recall bias and social desirability bias. Additionally, there are variations in how different populations respond to physical activity, influenced by genetics, environment, and socioeconomic factors.