Evidence map›Paper›PMID 33475985›Full record

SynthesisSports medicine (Auckland, N.Z.)2021

The Validity and Reliability of Commercially Available Resistance Training Monitoring Devices: A Systematic Review.

Jonathon Weakley, Matthew Morrison, Amador García-Ramos, Rich Johnston, Lachlan James, Michael H Cole

Open access · hybridAbstract readSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
74citing papers in PubMed, 10 pooled it
19.0field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

74 citing papers in PubMed, 10 syntheses or guidelines pooled it, 146 citations in OpenAlex.

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  20. 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 · 2026
    Article

14 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 4 countries.

Jonathon WeakleySchool of Behavioural and Health Sciences, Australian Catholic University, Building 211.1.26, Brisbane, QLD, Australia. Jonathon.weakley@acu.edu.au.
Matthew MorrisonSchool of Behavioural and Health Sciences, Australian Catholic University, Building 211.1.26, Brisbane, QLD, Australia.
Amador García-RamosDepartment of Sports Sciences and Physical Conditioning, Universidad Católica de la Santísima Concepción, Concepción, Chile.
Rich JohnstonSchool of Behavioural and Health Sciences, Australian Catholic University, Building 211.1.26, Brisbane, QLD, Australia.
Lachlan JamesSport and Exercise Science, School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Australia.
Michael H ColeSchool of Behavioural and Health Sciences, Australian Catholic University, Building 211.1.26, Brisbane, QLD, Australia.
Australian Catholic University · AULa Trobe University · AULeeds Beckett University · GBUniversidad Católica de la Santísima Concepción · CL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Resistance TrainingAthletesExerciseHumansReproducibility of ResultsWeight Lifting

Identifiers

PMID33475985
PMCPMC7900050
OpenAlexW3122929041

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.