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Published on: March 7, 2019
Moderators of the relation between physical activity and subsequent energy intake among behavioral weight loss
Rebecca J Crochiere1, Daedalus T Fitzgerald1, Meghan L Butryn2
1Department of Psychology, Williams College.
Objective:
Behavioral weight loss (BWL) programs prescribe reduced energy intake (EI) and moderate-to-vigorous physical activity (MVPA). However, MVPA may also acutely influence EI, and that relation may depend on body mass index (BMI) and post-MVPA cognitions. This study tested if BMI and post-MVPA cognitions moderated the within-subject relation between MVPA and subsequent EI among BWL participants.
Method:
Participants were 91 adults with overweight/obesity participating in a yearlong BWL trial. Data were collected during a 3-week midtreatment assessment, with MVPA measured using Fitbit devices, EI via a self-monitoring app, and BMI via wireless scales (weight) and self-reported height. Post-MVPA cognitions included the following: permissiveness to consume more calories, perceived need to replenish one's body with food, and motivation to lose weight.
Results:
Multilevel models demonstrated lower BMI and higher perceived need for replenishment amplified the positive relation between MVPA and subsequent EI in the 2-hr post-MVPA period. Exploratory analyses showed increased EI in the 2-hr post-MVPA period was associated with greater daily EI at the trend level, and daily EI was negatively associated with percent weight loss across the midtreatment assessment.
Conclusion:
Individuals with lower BMI and greater perceived need for replenishment post-exercise had higher EI following MVPA versus no MVPA. Findings suggest greater EI acutely following MVPA may predict greater daily EI, which in turn negatively impacts weight loss. Thus, for optimal weight loss outcomes, it may be important to increase awareness of these EI patterns among relevant subpopulations and encourage planning of EI around MVPA to ensure dietary adherence is maintained. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
Insights
Moderate-to-vigorous physical activity (MVPA) may increase energy intake (EI) in individuals undergoing behavioral weight loss. Lower body mass index (BMI) and a higher perceived need for replenishment after exercise amplify this effect, potentially hindering weight loss.
Area of Science:
- Behavioral medicine
- Obesity research
- Exercise physiology
Background:
- Behavioral weight loss (BWL) programs combine reduced energy intake (EI) and moderate-to-vigorous physical activity (MVPA).
- The acute impact of MVPA on subsequent EI, and its dependence on individual factors like body mass index (BMI) and post-exercise cognitions, remains an area of investigation within BWL contexts.
Purpose of the Study:
- To investigate whether BMI and post-MVPA cognitions moderate the relationship between MVPA and subsequent EI in adults participating in a BWL program.
- To understand how acute changes in EI following MVPA might influence overall daily EI and weight loss outcomes.
Main Methods:
- Ninety-one adults with overweight/obesity in a BWL trial provided data during a midtreatment assessment.
- MVPA was tracked using Fitbit devices, EI was recorded via a self-monitoring app, and BMI was calculated from weight and height.
- Post-MVPA cognitions assessed included permissiveness to eat, perceived need for replenishment, and weight loss motivation.
Main Results:
- Lower BMI and a higher perceived need for replenishment significantly amplified the positive association between MVPA and EI in the 2 hours post-exercise.
- Increased EI in the 2-hour post-MVPA window was trending towards association with greater overall daily EI.
- Greater daily EI was negatively associated with percent weight loss at the midtreatment assessment.
Conclusions:
- Individuals with lower BMI and a greater perceived need to replenish experienced higher EI after MVPA.
- Acute increases in EI following MVPA may predict higher daily EI, potentially impeding weight loss.
- Targeted interventions to manage post-MVPA EI in specific subgroups within BWL programs are recommended to maintain dietary adherence and improve weight loss efficacy.
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