Effects of physical activity calorie expenditure (PACE) labeling: study design and baseline sample characteristics.

Labels that convey information in a more readily understandable manner may be more effective at motivating behavior change. Strengths of this study include its cohort design and its robust data capture methods using food photographs and accelerometry.