SynthesisSports medicine (Auckland, N.Z.)2021
The Validity and Reliability of Commercially Available Resistance Training Monitoring Devices: A Systematic Review.
Synthesis in Sports medicine (Auckland, N.Z.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 10 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
74 citing papers in PubMed, 10 syntheses or guidelines pooled it, 146 citations in OpenAlex.
- The Acute Effects of Short-Bout High-Intensity Interval Training on Physiological and Perceptual Outcomes: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- Reliability, Device Agreement and Validity of Load-Velocity Profiles: A Systematic Review with Meta-analysis.Sports medicine - open · 2026Pooled it
- Exercise Classification in Resistance Training: A Systematic Review of Technological Approaches.Sports medicine (Auckland, N.Z.) · 2025Pooled it
- Pooled it
- The Effects of Repeated-Sprint Training on Physical Fitness and Physiological Adaptation in Athletes: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2024Pooled it
- Effects of Bed Rest on Physical Performance in Athletes: A Systematic and Narrative Review.Sports medicine (Auckland, N.Z.) · 2023Pooled it
- The Effect of Feedback on Resistance Training Performance and Adaptations: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2023Pooled it
- Pooled it
- Load-velocity relationships and predicted maximal strength: A systematic review of the validity and reliability of current methods.PloS one · 2022Pooled it
- Pooled it
- The Effect of Menstrual Cycle Phase, Symptoms, Motivation, and Readiness to Perform on Resistance Training Performance.Sports medicine (Auckland, N.Z.) · 2026Article
- Pre-fatigue Direct 1RM Testing vs. Post-fatigue Load-Velocity Profiling: Which Better Predicts Maximal Strength in the Deadlift After Resistance Training?Sports medicine - open · 2026Article
- High-velocity resistance training improves the force-velocity profile in middle-aged and older adults.GeroScience · 2026Article
- Dietary nitrate supplementation does not improve resistance exercise performance in resistance-trained women.European journal of applied physiology · 2026Article
- Concurrent Validity and Between-Session Reproducibility of Agreement of GPath for Mean Propulsive Velocity Assessment During the Bench Press Exercise.Sports (Basel, Switzerland) · 2026Article
- Effects of Velocity-Based French Contrast Training on Lower-Limb Power and Delivery Kinetics in Medium-Fast Cricket Bowlers: A Randomized Controlled Trial.Sports (Basel, Switzerland) · 2026Article
- Load-velocity relationship during chain-based variable resistance in the smith machine back squat.BMC sports science, medicine & rehabilitation · 2026Article
- Comparison of the MetricVBT App and the Vitruve Linear Position Transducer for Assessing Execution Velocity and ROM.Journal of functional morphology and kinesiology · 2026Article
- Attentional Cueing Modifies the Observed Association Between Post-Set Lactate and Velocity Loss During Smith Machine Bench Press.Journal of functional morphology and kinesiology · 2026Article
- An exploratory analysis of 24-h movement behaviors in individuals with cancer completing a 12-week resistance exercise intervention.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
14 more citing papers are in PubMed but not listed here.
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 at 4 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMonitoring resistance training has a range of unique difficulties due to differences in physical characteristics and capacity between athletes, and the indoor environment in which it often occurs. Traditionally, methods such as volume load have been used, but these have inherent flaws. In recent times, numerous portable and affordable devices have been made available that purport to accurately and reliably measure kinetic and kinematic outputs, potentially offering practitioners a means of measuring resistance training loads with confidence. However, a thorough and systematic review of the literature describing the reliability and validity of these devices has yet to be undertaken, which may lead to uncertainty from practitioners on the utility of these devices.
objectiveA systematic review of studies that investigate the validity and/or reliability of commercially available devices that quantify kinetic and kinematic outputs during resistance training.
methodsFollowing PRISMA guidelines, a systematic search of SPORTDiscus, Web of Science, and Medline was performed; studies included were (1) original research investigations; (2) full-text articles written in English; (3) published in a peer-reviewed academic journal; and (4) assessed the validity and/or reliability of commercially available portable devices that quantify resistance training exercises.
resultsA total of 129 studies were retrieved, of which 47 were duplicates. The titles and abstracts of 82 studies were screened and the full text of 40 manuscripts were assessed. A total of 31 studies met the inclusion criteria. Additional 13 studies, identified via reference list assessment, were included. Therefore, a total of 44 studies were included in this review.
conclusionMost of the studies within this review did not utilise a gold-standard criterion measure when assessing validity. This has likely led to under or overreporting of error for certain devices. Furthermore, studies that have quantified intra-device reliability have often failed to distinguish between technological and biological variability which has likely altered the true precision of each device. However, it appears linear transducers which have greater accuracy and reliability compared to other forms of device. Future research should endeavour to utilise gold-standard criterion measures across a broader range of exercises (including weightlifting movements) and relative loads.
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.