Related Experiment Video
Updated: Feb 21, 2026

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Goal feedback from whom? A physical activity intervention using an N-of-1 RCT
Erin E Brannon1, Christopher C Cushing2, Ryan W Walters3
1a Pediatric Pain Rehabilitation Program , Cleveland Clinic Children's Hospital , Cleveland , OH , USA.
Objective:
Adolescents are not meeting the recommended guidelines for physical activity. Social support and self-regulatory skills are two factors known to impact physical activity and sedentary behaviour. The study sought to examine how targeting feedback as part of a self-regulatory process could increase physical activity, and the individual who should be providing the feedback.
Design:
The study utilised an aggregated N-of-1 RCT which allows for an iterative process of intervention development, and examines variability within participants to answer the question for whom did the intervention work. Ten adolescents (ages 13-18) set a daily physical activity goal. Adolescents received a SMS text message providing feedback on goal attainment daily from a parent, peer, behavioural health specialist; or no text message (control).
Main Outcome Measures:
A bioharness heart rate monitor assessed heart rate as proxy for goal attainment. Adolescents also self-monitored their physical activity in the Calorie Counter and Diet Tracker by MyFitnessPalTM app (commercially available).
Results:
Intervention demonstrated a significant effect for 30% of the sample in increasing MVPA (Mincrease = 52 min), with no significant effect on sedentary behaviour.
Conclusion:
A single occasion of text messaging from the right person can produce changes, however, careful consideration should be given to who provides the feedback.
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Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...

