Related Experiment Video
Updated: Aug 21, 2026
Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Estimated change in physical activity level (PAL) and prediction of 5-year weight change in men: the Aerobics Center
L Di Pietro1, J Dziura, S N Blair
1The John B. Pierce Laboratory, Yale University School of Medicine, New Haven, CT 06519, USA. ldipietro@jbpierce.org
Objective:
To determine the relation between the average daily physical activity level (PAL) and the trajectory of weight change in men at risk for weight gain.
Design And Setting:
Clinic-based cohort study over an average of 5 y.
Subjects:
Healthy men (N=2501) ages 20-55 y participating in the Aerobics Center Longitudinal Study who had received at least four medical examinations at the Cooper Clinic between 1970 and 1998.
Measurements:
Daily leisure-time physical activity was reported and body weight was measured at all four examinations. The average daily PAL (METs 24 h(-1)) was estimated from all activities, as well as from other incidental active and passive activities. Weight change over four examinations was regressed on the change in PAL between the first and third examinations.
Results:
Random coefficient regression modeling indicated a curvilinear slope for weight gain over the follow-up among those maintaining the same PAL between the first and third examinations. Weight gain was further accelerated among men who decreased their activity. A shift from a low PAL (<1.45 METs 24 h(-1)) to a moderate (1.45-1.60 METs 24 h(-1)) or high (>1.60 METs 24 h(-1)) PAL was necessary for weight loss over time. Men with initially the lowest PAL had the greatest benefit from increasing activity.
Conclusions:
Daily PAL was inversely related to weight gain in this cohort. Increasing to or maintaining a daily PAL at least 60% above the resting metabolic rate (ie, PAL >1.60 METs 24 h(-1)) may be necessary to maintain body weight in middle-age and can be achieved by incorporating 45-60 min of brisk walking, gardening/yardwork, or cycling into the daily routine.