TY - JOUR
T1 - Impact of cognitive fatigue on attention and the implications for construction safety
T2 - a neuroscientific perspective
AU - Yue, Hongzhe
AU - Ye, Gui
AU - Liu, Qinjun
AU - Yang, Xiaohan
AU - Xiang, Qingting
AU - Luo, Yalan
PY - 2024/8/1
Y1 - 2024/8/1
N2 - The global concern over fatigue in construction professionals, leading to diminished attention, unsafe behaviors, and even accidents, has escalated. Existing research on the impact of fatigue on attention has predominantly focused on qualitative behavioral aspects, relying extensively on self-reported measures and subjective assessments, resulting in interpretations with strong subjectivity and occasionally inconsistent findings. This study bridges this gap by adopting a neural perspective, utilizing a comprehensive quantitative measurement approach that integrates EEG (electroencephalograms), behavioral tests, and subjective rating scales. This interdisciplinary approach attempts to explore the neural mechanisms underlying the impact of fatigue on the attention of construction professionals, considering the regulatory effects of effort. Twenty participants from the construction sector were enlisted to undertake a 60-min Oddball cognitive task. The results indicate that as cognitive fatigue intensifies, the pattern of attention decline exhibits a slow-fast-slow trajectory. Initially, the dominance of effort is observed, which transitions to a stage where resource consumption takes precedence. In the later stage, participants tend to prioritize expediency over accuracy. The study synthesizes these outcomes to delve into the neural mechanisms of fatigue's impact on attention, addressing the distinct phases, underlying mechanisms, and functions of attention. Moreover, it provides actionable recommendations to elevate attention levels and enhance safety in the construction industry, serving as a valuable guide for practical applications and further research in construction safety management.
AB - The global concern over fatigue in construction professionals, leading to diminished attention, unsafe behaviors, and even accidents, has escalated. Existing research on the impact of fatigue on attention has predominantly focused on qualitative behavioral aspects, relying extensively on self-reported measures and subjective assessments, resulting in interpretations with strong subjectivity and occasionally inconsistent findings. This study bridges this gap by adopting a neural perspective, utilizing a comprehensive quantitative measurement approach that integrates EEG (electroencephalograms), behavioral tests, and subjective rating scales. This interdisciplinary approach attempts to explore the neural mechanisms underlying the impact of fatigue on the attention of construction professionals, considering the regulatory effects of effort. Twenty participants from the construction sector were enlisted to undertake a 60-min Oddball cognitive task. The results indicate that as cognitive fatigue intensifies, the pattern of attention decline exhibits a slow-fast-slow trajectory. Initially, the dominance of effort is observed, which transitions to a stage where resource consumption takes precedence. In the later stage, participants tend to prioritize expediency over accuracy. The study synthesizes these outcomes to delve into the neural mechanisms of fatigue's impact on attention, addressing the distinct phases, underlying mechanisms, and functions of attention. Moreover, it provides actionable recommendations to elevate attention levels and enhance safety in the construction industry, serving as a valuable guide for practical applications and further research in construction safety management.
KW - Attention
KW - Construction professionals
KW - Effort
KW - Electroencephalograms (EEG)
KW - Fatigue
KW - Neuroscientific perspective
UR - http://www.scopus.com/inward/record.url?scp=85196209318&partnerID=8YFLogxK
UR - https://go.openathens.net/redirector/westernsydney.edu.au?url=https://doi.org/10.1061/JCEMD4.COENG-14711
U2 - 10.1061/JCEMD4.COENG-14711
DO - 10.1061/JCEMD4.COENG-14711
M3 - Article
AN - SCOPUS:85196209318
SN - 0733-9364
VL - 150
JO - Journal of Construction Engineering and Management
JF - Journal of Construction Engineering and Management
IS - 8
M1 - 04024102
ER -