Effect of Exercise Training on Non-Exercise Physical Activity: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
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Many overweight and obese individuals use exercise when attempting to lose weight. However, the improvements in weight and body composition are often far less than expected. Levels of physical activity outside of the structured exercise program are believed to change and may be responsible for the unsuccessful weight loss.
The purpose of this meta-analysis was to provide a quantitative estimate of the change in non-exercise physical activity (NEPA) during exercise interventions.
All studies included in the meta-analysis were peer-reviewed and published in English. Participants were randomized to a non-exercise comparison group or exercise training group with an intervention lasting ≥2 weeks. NEPA was measured at baseline and at various times during the study. Hedges’ d effect size (ES) was used to adjust for small sample bias, and random-effects models were used to calculate the mean ES and explore potential moderators.
The cumulative results of 44 effects gathered from ten studies published between 1997 and 2015 indicated that NEPA did not change significantly during exercise training (ES = 0.02, 95% confidence interval [CI] −0.09 to 0.13; p = 0.723). Duration of the exercise session (β = −0.0039), intervention length (β = 0.0543), and an age × sex (β = −0.0005) interaction indicated that the increase in NEPA may be attenuated in older women during exercise training and during shorter exercise interventions with longer sessions (all p < 0.005).
On average, no statistically or clinically significant mean change in NEPA occurs during exercise training. However, session duration and intervention length, age, and sex should be accounted for when designing exercise programs to improve long-term sustainability and improve the likelihood of weight loss success, as the initial decrease in NEPA appears to dissipate with continued training.
KeywordsExercise Training Resistance Training Compensatory Change Exercise Training Program Electronic Database Search
Compliance with Ethical Standards
No sources of funding were used to assist in the preparation of this article.
Conflict of interest
Michael Fedewa, Elizabeth Hathaway, Tyler Williams, and Michael Schmidt have no conflicts of interest relevant to the content of this review.
Michael Fedewa conceptualized and designed the study, coded and analyzed effects, carried out the initial analysis, drafted the initial manuscript, and approved the final manuscript as submitted. Elizabeth Hathaway coded and analyzed effects, reviewed and revised the initial manuscript, and approved the final manuscript as submitted. Tyler Williams coded and analyzed effects, reviewed and revised the initial manuscript, and approved the final manuscript as submitted. Michael Schmidt reviewed and revised the initial manuscript and approved the final manuscript as submitted.
- 32.Van Etten LM, Westerterp KR, Verstappen FT, et al. Effect of an 18-wk weight-training program on energy expenditure and physical activity. J Appl Physiol (1985). 1997;82(1):298–304.Google Scholar
- 35.Hedges L, Olkin I. Statistical methods for meta-analysis. 6th ed. San Diego: Academic Press; 1985. p. 79–201.Google Scholar
- 38.Lipsey MW, Wilson DB. Practical meta-analysis. Newbury Park: Sage Publications; 2001.Google Scholar
- 41.Hox J. Multilevel analysis: techniques and applications, 2 edn. Marcoulides G, editor. New York: Taylor & Francis; 2010: pp. 205–32.Google Scholar
- 54.Eliakim A, Scheett T, Allmendinger N, et al. Training, muscle volume, and energy expenditure in nonobese American girls. J Appl Physiol (1985). 2001;90(1):35–44.Google Scholar