SynthesisSports medicine (Auckland, N.Z.)2019
The Acute Neuromuscular Responses to Cluster Set Resistance Training: A Systematic Review and Meta-Analysis.
Synthesis in Sports medicine (Auckland, N.Z.), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 8 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
33 citing papers in PubMed, 8 syntheses or guidelines pooled it.
- The Effectiveness of Cluster vs. Rest-Redistribution Set Configurations to Maintain Movement Velocity During Resistance Training: A Systematic Review and Bayesian Network Meta-analysis.Sports medicine - open · 2026Pooled it
- Comparison of rest redistribution and traditional set configurations in terms of strength, power, and perceived exertion: a systematic review and meta-analysis of randomized trials.BMC sports science, medicine & rehabilitation · 2026Pooled it
- Preferred Reporting Items for Resistance Exercise Studies (PRIRES): A Checklist Developed Using an Umbrella Review of Systematic Reviews.Sports medicine - open · 2023Pooled it
- Can Blood Flow Restriction Training Benefit Post-Activation Potentiation? A Systematic Review of Controlled Trials.International journal of environmental research and public health · 2022Pooled it
- Optimal Training Sequences to Develop Lower Body Force, Velocity, Power, and Jump Height: A Systematic Review with Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2021Pooled it
- The Effects of Set Structure Manipulation on Chronic Adaptations to Resistance Training: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2021Pooled it
- Chronic Effects of Altering Resistance Training Set Configurations Using Cluster Sets: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2021Pooled it
- Acute Effects of Cluster and Rest Redistribution Set Structures on Mechanical, Metabolic, and Perceptual Fatigue During and After Resistance Training: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2020Pooled it
- Effects of Continuous and Cluster-Set Configurations Performed to Failure on Performance and Physiological Responses in the Bench Press and Half Squat.Scandinavian journal of medicine & science in sports · 2026Trial
- Acute Responses and Chronic Adaptations to Cluster Versus Traditional Set Resistance Training in Males and Females.European journal of sport science · 2026Trial
- Shorter Set Configurations Attenuate Performance Loss and Lactatemia During Resistance Training in Postmenopausal Women: A Randomized Crossover Trial (CARE Project).Journal of strength and conditioning research · 2026Trial
- Trial
- Trial
- Effects of Advanced Resistance Training Systems on Muscle Hypertrophy and Strength in Recreationally Trained Adults: A Systematic Review and Meta-Analysis.Journal of functional morphology and kinesiology · 2026Review
- Examining the Cross-Education Phenomenon in Lower Limbs: Insights from the Force-Velocity Profile.Sports (Basel, Switzerland) · 2026Article
- Cluster training versus traditional resistance training on lower-limb muscle strength, jumping, and explosive power performance: a systematic review and meta-analysis.BMC sports science, medicine & rehabilitation · 2026Article
- Delayed potentiation effect after high-load resistance priming: Effects of rest-redistribution set structures on athletic performance.Journal of exercise science and fitness · 2025Article
- The effects of different work: Rest durations on physiological, neuromuscular, and ratings of perceived exertion responses during taekwondo-specific high-intensity interval training.Journal of exercise science and fitness · 2025Article
- Cardiovascular adaptations to resistance training with different set configurations in postmenopausal women: a study protocol for a randomised controlled trial (CARE project).BMJ open sport & exercise medicine · 2025Article
- A comparison of morning priming exercise using traditional-set and cluster-set configurations on afternoon explosive performance.Biology of sport · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCluster sets (CSs) are a popular resistance training (RT) strategy categorised by short rest periods implemented between single or groups of repetitions. However, evidence supporting the effectiveness of CSs on acute intra-session neuromuscular performance is still equivocal.
objectiveThe objective of this investigation was to determine the efficacy of a single session of CSs to attenuate losses in force, velocity and power compared to traditional set (TS) training.
methodsScreening consisted of a systematic search of EMBASE, Google Scholar, PubMed, Scopus and SPORTDiscus. Inclusion criteria were (1) measured one or more of mean/peak force, velocity or power; (2) implemented CSs in comparison to TSs; (3) an acute design, or part thereof; and (4) published in an English-language, peer-reviewed journal. Raw data (mean ± standard deviation) were extracted from included studies and converted into standardised mean differences (SMDs) and ± 95% confidence intervals (CIs).
resultsTwenty-five studies were used to calculate SMD ± 95% CI. Peak (SMD = 0.815, 95% CI 0.105-1.524, p = 0.024) and mean (SMD = 0.863, 95% CI 0.319-1.406, p = 0.002) velocity, peak (SMD = 0.356, 95% CI 0.057-0.655, p = 0.019) and mean (SMD = 0.692, 95% CI 0.395-0.990, p < 0.001) power, and peak force (SMD = 0.306, 95% CI - 0.028 to 0.584, p = 0.031) favoured CS. Subgroup analyses demonstrated an overall effect for CS across loads (SMD = 0.702, 95% CI 0.548-0.856, p < 0.001), included exercises (SMD = 0.664, 95% CI 0.413-0.916, p < 0.001), experience levels (SMD = 0.790, 95% CI 0.500-1.080, p < 0.001) and CS structures (SMD = 0.731, 95% CI 0.567-0.894, p < 0.001) with no difference within subgroups.
conclusionCSs are a useful strategy to attenuate the loss in velocity, power and peak force during RT and should be used to maintain neuromuscular performance, especially when kinetic outcomes are emphasised. However, it remains unclear if the benefits translate to improved performance across all RT exercises, between sexes and across the lifespan.
Indexed as
Identifiers
What OpenQuestion holds
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.