Evidence map›Paper›PMID 42113262›Full record

ArticleExperimental brain research2026

Reliability of force production based on the sense of effort at different force levels.

Ryosuke Sugaya, Yoichi Hayashi

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Article in Experimental brain research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from 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.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Ryosuke SugayaDepartment of Sports and Health Studies, Graduate School, Hosei University, 4342 Aiharamachi, Machida, Tokyo, 194-0298, Japan. ryosuke.sugaya.5g@stu.hosei.ac.jp.ORCID http://orcid.org/0009-0008-8409-8338
Yoichi HayashiDepartment of Sports and Health Studies, Graduate School, Hosei University, 4342 Aiharamachi, Machida, Tokyo, 194-0298, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Force production under sense of effort conditions is essential for motor control and clinical assessment; however, its reliability across different force levels remains unclear. In addition, the lack of standardized measurement methods has limited the accumulation of consistent findings. Therefore, establishing reliable measurement conditions is necessary for both research and practical applications. This study examined the test-retest reliability of grip-force production based on the sense of effort at three force levels: 25%, 50%, and 75% of maximum voluntary contraction (MVC). Thirty-three healthy young men performed grip-force tasks across two sessions separated by 1 week without external feedback. Relative reliability was assessed using intraclass correlation coefficients (ICCs), and absolute reliability was evaluated using the standard error of measurement (SEM) and the 95% minimal detectable change (MDC). The highest reliability was observed at 25% MVC across both outcome measures. At higher force levels, absolute reliability varied depending on the error index, with lower reliability at 50% MVC for absolute error and at 75% MVC for signed error. These findings indicate that reliability depends on the aspect of error being measured and that increasing force levels alter the structure of error rather than simply increasing its magnitude. Furthermore, systematic bias at low force levels suggests that high reliability does not necessarily reflect close correspondence to the prescribed force level. Overall, low-force conditions provide more reliable assessments, highlighting the importance of considering both the magnitude and direction of error.

Indexed as

Hand StrengthMuscle ContractionMuscle, SkeletalAdultHumansMaleReproducibility of ResultsYoung AdultForce controlGrip forceIntraclass correlation coefficientsSense of effortStandard error of measurementTest–retest reliability

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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.