ArticleBiology of sport2016
The impact of duration on effectiveness of exercise, the implication for periodization of training and goal setting for individuals who are overfat, a meta-analysis.
Article in Biology of sport, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
27 citing papers in PubMed, 5 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- What type of exercise prescription is best for improving cognitive flexibility in children and adolescents? A network meta-analysis.BMC psychology · 2026Pooled it
- Effects of water aerobics on body composition in obesity and overweight people: a systematic review and meta-analysis.BMJ open · 2025Pooled it
- Influence of Strength Training Variables on Neuromuscular and Morphological Adaptations in Prepubertal Children: A Systematic Review.International journal of environmental research and public health · 2023Pooled it
- Effect of exercise training on nitric oxide and nitrate/nitrite (NOx) production: A systematic review and meta-analysis.Frontiers in physiology · 2022Pooled it
- Digital exercise interventions for improving measures of central obesity: a systematic review.International journal of public health · 2020Pooled it
- Eight weeks of aerobic exercise, but not four, improves insulin sensitivity and cardiovascular performance in young women.Scientific reports · 2025Trial
- Remote Exercise Training Intervention During the COVID-19 Pandemic: Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Acute effects of virtual reality treadmill training on gait and cognition in older adults: A randomized controlled trial.PloS one · 2022Trial
- Web-based exercise versus supervised exercise for decreasing visceral adipose tissue in older adults with central obesity: a randomized controlled trial.BMC geriatrics · 2020Trial
- Optimal Exercise Modalities and Dosages for Blood Pressure Reduction in Adults With Prehypertension and Established Hypertension: A Network Meta-Analysis and Dose-Response Relationship Study.Journal of the American Heart Association · 2026Review
- Co-designing an intergenerational dance programme using the 6SQuID framework: a development and proof-of-concept study.BMJ open · 2026Article
- Table Tennis as a Sustainable Health Intervention: A Meta-Analysis of Its Effects on Balance and Cognitive Functions.Healthcare (Basel, Switzerland) · 2026Review
- Pelvic floor muscle training in managing female stress urinary incontinence.Bioinformation · 2026Article
- Effects of concurrent continuous aerobic and short rest resistance exercise training on metabolic biomarkers in type 2 diabetes patients: a systematic review and meta-analysis.Diabetology & metabolic syndrome · 2025Review
- The Effects of Exercise Training in a Novel Full-Body Compression Garment on Anaerobic Performance in Healthy Men.International journal of exercise science · 2025Article
- A small switch in perspective: Comparing weight loss by nutrient balance versus caloric balance.Biology of sport · 2024Article
- Effects of recreational team sports on the metabolic health, body composition and physical fitness parameters of overweight and obese populations: A systematic review.Biology of sport · 2024Review
- Exploring the effects of real-time online cardiac telerehabilitation using wearable devices compared to gym-based cardiac exercise in people with a recent myocardial infarction: a randomised controlled trial.Frontiers in cardiovascular medicine · 2024Article
- Article
- Impact of a 5-Week Individualised Training Program on Physical Performance and Measures Associated with Musculoskeletal Injury Risk in Army Personnel: A Pilot Study.Sports (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Given the assumption that all methods of exercise, e.g., endurance (ET), resistance (RT), or combination of both (E+R), can induce a beneficial effect size (ES) for changes in body composition and health status of individuals who are overfat. Thus the aim and purpose of this study is to evaluate the current body of knowledge to address the question as to the impact that the duration of exercise has on its relative effectiveness for inducing health and body compositional changes in individuals who are overfat to assist with developing periodized exercise protocols and establishing short and long term goals. A tiered meta-analysis of 92-studies and 200-exercise groupings were used for establishing pooled ES within and between groupings based on the increments of 4-week of duration and study designs of ≤8, 9-16, 17-23, 24-36, and ≥36 weeks. Analysis based on random-effect of response indicates a continuum of effectiveness within and between ET, RT and E+R based on duration. Where beneficial effectiveness is not indicated for any measures until after 8-weeks of continuous training with progressive effectiveness being noted in changes to cardiorespiratory fitness, inflammatory cytokines, and alteration of metabolic status from 12-weeks through 32-weeks of continuous training. Results indicate a greater ES for RT and E+R versus ET early in intervention that equalizes with longer durations. Supporting the use of RT and E+R within a periodized program. And secondarily, goals should be established first on performance gains and second body composition or health status modifications for the individual who is overfat.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.