Evidence map›Paper›PMID 41829465›Full record

ArticleSensors (Basel, Switzerland)2026

Agreement-Based Validation of ISOMETRO for Upper-Limb Isometric Tension Measurements.

José Luis González-Montesinos, Jorge Del Rosario Fernández-Santos, David Jiménez-Pavón, Alejandro Sánchez-Delgado, Rubén Aragón-Martín, Juan Manuel Escudier-Vázquez, Vanesa España-Romero

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

José Luis González-MontesinosDepartment of Physical Education, Faculty of Education Sciences, University of Cádiz, 11519 Cádiz, Spain.ORCID 0000-0002-6867-7718
Jorge Del Rosario Fernández-SantosBiomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, 11009 Cádiz, Spain.ORCID 0000-0002-5047-2976
David Jiménez-PavónBiomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, 11009 Cádiz, Spain.ORCID 0000-0002-8977-4744
Alejandro Sánchez-DelgadoComputational Social Science DataLab (CS2 DataLab), University Research Institute for Sustainable Social Development (INDESS), University of Cádiz, 11405 Jerez de la Frontera, Spain.ORCID 0000-0003-1826-1463
Rubén Aragón-MartínBiomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, 11009 Cádiz, Spain.ORCID 0000-0002-1956-3087
Juan Manuel Escudier-VázquezBiomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, 11009 Cádiz, Spain.
Vanesa España-RomeroBiomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, 11009 Cádiz, Spain.ORCID 0000-0002-7984-1077

Funding

ERASMUS+SPORT programme 603121-EPP-1-2018-1-ES-SPO-SCPEXERNET Research Network on Exercise and Health in Special Populations DEP2005-00046/ACTIJunta de Andalucía PI-0002-2017Junta de Andalucía PI0068-2018Spanish Ministry of Economy and Competitiveness DEP2016-76123-RSpanish Ministry of Science and Innovation RYC-2014-16938Universidad de Cádiz AT2016-38
6 · The paper itself

Abstract

Muscular fitness is a key component of health and athletic performance, and isometric strength is a widely used indicator. This study reports an agreement-based validation of the Isometric Strength Measurement Device (ISOMETRO) for upper-limb isometric tension measurements under controlled laboratory conditions. Twenty-one healthy young amateur rock climbers (11 men and 10 women) performed four upper-limb tensile tests (shoulder adduction at 90°, shoulder adduction at 60°, shoulder extension at 90°, and elbow extension at 90°). Agreement with an independent criterion device was evaluated using a force plate, while a series-connected load cell was used as an internal consistency check of the measurement chain. Linear mixed-effects models showed that ISOMETRO strongly predicted force plate values (β = 0.999, SE = 0.002,

Indexed as

Isometric ContractionMuscle StrengthUpper ExtremityAdultFemaleHumansMaleYoung Adultagreement analysisbiomechanicsbiomedical sensorscriterion agreementexercise testingforce plateisometric forceisometric strengthload cellmeasurement chainmuscular strength

Identifiers

PMID41829465
PMCPMC12986810

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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.