ArticleApplied psychophysiology and biofeedback2026
Multidimensional Fatigue Assessment of High-Altitude Electrical Workers: A Comprehensive Analysis Based on Physiological and Psychological Indicators : Electrical Workers: A Comprehensive Analysis.
Article in Applied psychophysiology and biofeedback, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- An Upper Limb Muscle Fatigue Detection Approach for Overhead Work Using Interface Pressure Complexity Measurement.Sensors (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
High-altitude electrical work is a high-risk and physically demanding occupation that has received limited empirical investigation, particularly regarding the physiological and psychological fatigue experienced during operations. This study provides an initial empirical exploration into fatigue among high-altitude electrical workers by examining the relationship between subjective fatigue perception and multiple physiological indicators in realistic working environments. Thirty professional high-altitude electrical workers participated in field-based measurements conducted during routine summer operations. A combination of subjective (Fatigue Severity Scale) and objective indicators-such as LF/HF, grip strength, reaction time, and critical flicker frequency-was used to assess fatigue. The experimental protocol was designed to closely mirror actual work conditions, and over 1,200 valid data points were collected across repeated measures. Spearman correlation and multiple regression analyses were employed to evaluate the association between physiological indicators and subjective fatigue ratings. Significant correlations were observed between subjective fatigue levels and several physiological indicators, particularly LF/HF (β = -0.523, p < 0.001), grip strength (β = -1.076, p < 0.001), CFF (β = -4.138, p < 0.001), and RT (β = 2.984, p < 0.001). These findings suggest these indicators may be sensitive to short-term fatigue fluctuations under operational stress. In contrast, ETCO
Indexed as
Identifiers
40888835What Socratic 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 Socratic graph.