SynthesisFrontiers in physiology2021
Auto-Regulation Method vs. Fixed-Loading Method in Maximum Strength Training for Athletes: A Systematic Review and Meta-Analysis.
Synthesis in Frontiers in physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 5 of them syntheses that pooled it.
What it found
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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.
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Who cites it
16 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Acute and Chronic Effects of Accentuated Eccentric Loading vs. Constant-Load Resistance Training: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- Relative effectiveness of different resistance training modalities on lower-body strength and explosive power: a systematic review and network meta-analysis.Frontiers in physiology · 2026Pooled it
- Superset Versus Traditional Resistance Training Prescriptions: A Systematic Review and Meta-analysis Exploring Acute and Chronic Effects on Mechanical, Metabolic, and Perceptual Variables.Sports medicine (Auckland, N.Z.) · 2025Pooled it
- Preferred Reporting Items for Resistance Exercise Studies (PRIRES): A Checklist Developed Using an Umbrella Review of Systematic Reviews.Sports medicine - open · 2023Pooled it
- The Role of Velocity-Based Training (VBT) in Enhancing Athletic Performance in Trained Individuals: A Meta-Analysis of Controlled Trials.International journal of environmental research and public health · 2022Pooled it
- Trial
- Chan-Chuang and resistance exercise for drug rehabilitation: a randomized controlled trial among Chinese male methamphetamine users.Frontiers in public health · 2023Trial
- Effects of resistance training applied with a velocity-based approach on selected motor skills.BMC sports science, medicine & rehabilitation · 2026Article
- Effects of intermittent fasting combined with resistance training on training adaptations: an exploratory multilevel meta-analysis.Frontiers in nutrition · 2026Review
- Autoregulated resistance training for maximal strength enhancement: A systematic review and network meta-analysis.Journal of exercise science and fitness · 2025Review
- Conceptualizing a load and volume autoregulation integrated velocity model to minimize neuromuscular fatigue and maximize neuromuscular adaptations in resistance training.European journal of applied physiology · 2025Review
- The enhancement of explosive power contributes to the development of anaerobic capacity: A comparison of autoregulatory progressive resistance exercise and velocity-based resistance training.Journal of exercise science and fitness · 2024Article
- Deloading Practices in Strength and Physique Sports: A Cross-sectional Survey.Sports medicine - open · 2024Article
- The Effect of Velocity Loss on Strength Development and Related Training Efficiency: A Dose-Response Meta-Analysis.Healthcare (Basel, Switzerland) · 2023Review
- Training for Muscular Strength: Methods for Monitoring and Adjusting Training Intensity.Sports medicine (Auckland, N.Z.) · 2021Review
- Optimizing the Explosive Force of the Elite Level Football-Tennis Players through Plyometric and Specific Exercises.International journal of environmental research and public health · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The auto-regulation method is a rising training strategy to improve strength and motor performance, and the Autoregulatory Progressive Resistance Exercise (APRE), Rating of Perceived Exertion program (RPE), and Velocity-Based Training (VBT) are the three common auto-regulation programs. However, whether the auto-regulation method is more effective than the traditional strength training (the fixed-loading method) in maximum strength training is still unclear. The present study searched the Pubmed, SPORTDiscus, Web of Science, Embase, EBSCO, Cochrane, CNKI, and CQVIP databases, and included eight related studies published between 2010 and 2020, with a total of 166 subjects including division 1 college players and athletes with at least 1-year training history, and interventions ranging from 5 to 10 weeks. A meta-analysis was performed to check the difference between the two training methods, and analyzed the differences in the existing auto-regulation programs' effectiveness. The overall results showed that the auto-regulation method was more effective than the fixed-loading method in maximum strength training (effect size = 0.64;
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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.