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    Impact of Heat Stress on Individual Cognitive States: Utilizing EEG Metrics in Immersive VR–Based Construction Safety Training

    Source: Journal of Management in Engineering:;2024:;Volume ( 040 ):;issue: 006::page 04024057-1
    Author:
    Yejin Shin
    ,
    Dajeong Choi
    ,
    Hyunsoo Park
    ,
    Minhyun Lee
    ,
    Taehoon Hong
    ,
    Choongwan Koo
    DOI: 10.1061/JMENEA.MEENG-6076
    Publisher: American Society of Civil Engineers
    Abstract: As global warming continues, safeguarding the health and safety of construction workers in extremely hot environments becomes imperative. Real-time and quantitative assessment of workers’ cognitive states affected by heat stress is essential. Previous studies, which relied mainly on cognitive performance tests and subjective questionnaires, lacked the capability for real-time tracking of individual cognitive states. The analysis of physiological responses also faced challenges in quantitative evaluation of individual cognitive states. To address these issues, this study proposed a reliable and quantitative approach to explore the negative impact of heat stress on cognitive states such as attention, mental fatigue, and emotion, using electroencephalogram (EEG) metrics in immersive virtual reality (VR)–based construction safety training. This study recruited 20 volunteers, divided evenly between an experimental group exposed to extreme heat (36°C/70%) and a control group in moderate heat (26°C/45%). All participants experienced simulated hazardous working conditions across four distinct VR training scenarios. The findings revealed significant differences in attention control, fatigue, and arousal between the two groups, demonstrating that extreme heat impairs workers’ attention, increases fatigue, and heightens arousal. These conditions could potentially increase unsafe actions and accident rates, posing risks to construction worker safety. The identified EEG metrics provide a strategy for the real-time and quantitative evaluation of workers’ cognitive states under heat stress. Furthermore, it is expected to develop a heat stress monitoring and diagnostics framework integrating VR and augmented reality (AR) technologies to enhance worker safety in extremely hot environments.
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      Impact of Heat Stress on Individual Cognitive States: Utilizing EEG Metrics in Immersive VR–Based Construction Safety Training

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4304743
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    contributor authorYejin Shin
    contributor authorDajeong Choi
    contributor authorHyunsoo Park
    contributor authorMinhyun Lee
    contributor authorTaehoon Hong
    contributor authorChoongwan Koo
    date accessioned2025-04-20T10:27:00Z
    date available2025-04-20T10:27:00Z
    date copyright9/3/2024 12:00:00 AM
    date issued2024
    identifier otherJMENEA.MEENG-6076.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4304743
    description abstractAs global warming continues, safeguarding the health and safety of construction workers in extremely hot environments becomes imperative. Real-time and quantitative assessment of workers’ cognitive states affected by heat stress is essential. Previous studies, which relied mainly on cognitive performance tests and subjective questionnaires, lacked the capability for real-time tracking of individual cognitive states. The analysis of physiological responses also faced challenges in quantitative evaluation of individual cognitive states. To address these issues, this study proposed a reliable and quantitative approach to explore the negative impact of heat stress on cognitive states such as attention, mental fatigue, and emotion, using electroencephalogram (EEG) metrics in immersive virtual reality (VR)–based construction safety training. This study recruited 20 volunteers, divided evenly between an experimental group exposed to extreme heat (36°C/70%) and a control group in moderate heat (26°C/45%). All participants experienced simulated hazardous working conditions across four distinct VR training scenarios. The findings revealed significant differences in attention control, fatigue, and arousal between the two groups, demonstrating that extreme heat impairs workers’ attention, increases fatigue, and heightens arousal. These conditions could potentially increase unsafe actions and accident rates, posing risks to construction worker safety. The identified EEG metrics provide a strategy for the real-time and quantitative evaluation of workers’ cognitive states under heat stress. Furthermore, it is expected to develop a heat stress monitoring and diagnostics framework integrating VR and augmented reality (AR) technologies to enhance worker safety in extremely hot environments.
    publisherAmerican Society of Civil Engineers
    titleImpact of Heat Stress on Individual Cognitive States: Utilizing EEG Metrics in Immersive VR–Based Construction Safety Training
    typeJournal Article
    journal volume40
    journal issue6
    journal titleJournal of Management in Engineering
    identifier doi10.1061/JMENEA.MEENG-6076
    journal fristpage04024057-1
    journal lastpage04024057-17
    page17
    treeJournal of Management in Engineering:;2024:;Volume ( 040 ):;issue: 006
    contenttypeFulltext
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