Activity level plays a significant role in determining TDEE because it accounts for the energy expended through physical activity. Someone who leads a sedentary lifestyle will have a lower TDEE compared to someone who is more active. Therefore, it is important to accurately assess your level of physical activity when calculating TDEE.