Evidence map›Paper›PMID 42776938›Full record

ArticlePloS one2026

Psychophysical estimates guidelines for maximal acceptable loads during unilateral overhead work while wearing an exoskeleton in construction workers.

Maria Cristina Herrera Valerio, Mohammad Howard-Azzeh, Marcus Yung, Amin Yazdani

Abstract read
In one paragraph

Article in PloS one, 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

4 authors.

Maria Cristina Herrera ValerioCanadian Institute for Safety, Wellness, and Performance, Cambridge, Ontario, Canada.ORCID https://orcid.org/0009-0001-3524-9514
Mohammad Howard-AzzehCanadian Institute for Safety, Wellness, and Performance, Cambridge, Ontario, Canada.
Marcus YungCanadian Institute for Safety, Wellness, and Performance, Cambridge, Ontario, Canada.ORCID https://orcid.org/0000-0003-3192-1470
Amin YazdaniCanadian Institute for Safety, Wellness, and Performance, Cambridge, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThis study examined how passive shoulder exoskeletons, body archetype, sex, and shoulder elevation influence maximal drill-weight selection during overhead tasks.

methodsTwenty-nine construction workers (11 females, 18 males) completed high-frequency drilling every 12 seconds at a target force of 70 N across three shoulder elevations (90°, 120°, 150°), each performed for 5 minutes with and without a passive exoskeleton. Participant anthropometrics were captured using a 3D body scanner, and body archetypes were derived through k cluster analysis following variable extraction. A Psychophysical approach was used to determine maximal acceptable drill weight.

resultsMixed linear regression showed exoskeleton use increased selected weight by 336 g (~18%) (p < 0.001) compared to not wearing an exoskeleton. Smaller body archetypes selected 317 g (~17%) less than larger builds (p < 0.001), while medium builds showed no difference (p = 0.63). Males selected weights 300 g (~16%) heavier than females (p = 0.030). Shoulder elevation had no significant effect.

conclusionsThese findings highlight key anthropometric and equipment related factors shaping overhead task demands.

Indexed as

Construction IndustryExoskeleton DeviceShoulderWeight-BearingAdultBiomechanical PhenomenaFemaleHumansMalePsychophysicsYoung Adult

Identifiers

PMID42776938
PMCPMC13600509

What OpenQuestion holds

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Registered trials

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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.