TY - GEN
T1 - Investigating the Neural Correlates of Different Levels of Situation Awareness and Work Experience
AU - Luo, Yanfang
AU - Seo, Joon Oh
AU - Hasanzadeh, Sogand
N1 - Publisher Copyright:
© 2024 ISARC. All Rights Reserved.
PY - 2024/1
Y1 - 2024/1
N2 - Maintaining good situation awareness is crucial for workers’ safety on the dynamic and complex construction site, and workers with more experience may contribute to better performance in safety. However, little research has investigated the cognitive differences between experienced and novice workers regarding different levels of situation awareness (Level 1: perception, Level 2: comprehension, Level 3: projection). To address this gap, this study investigated the cognitive processes of hazard recognition behaviors among experienced and novice participants using functional near-infrared spectroscopy (fNIRS) across 12 virtual reality scenarios. The results revealed that novice participants showed higher activation in the left prefrontal cortex across all three levels of situation awareness, indicating their tendency to focus on detailed information when faced with unfamiliar environments. In contrast, more experienced workers exhibited increased activation in the right prefrontal cortex, particularly in hazard comprehension and projection (Level 2 and Level 3). This suggests that experienced participants prioritize global control mechanisms by activating the right prefrontal cortex associated with spatial awareness. These results highlight cognitive differences at different levels of situation awareness between experienced and novice participants, providing insights into following behavioral patterns and decisions. Furthermore, these findings offer a theoretical foundation for tailoring safety interventions to address the cognitive deficiencies in each level of situation awareness.
AB - Maintaining good situation awareness is crucial for workers’ safety on the dynamic and complex construction site, and workers with more experience may contribute to better performance in safety. However, little research has investigated the cognitive differences between experienced and novice workers regarding different levels of situation awareness (Level 1: perception, Level 2: comprehension, Level 3: projection). To address this gap, this study investigated the cognitive processes of hazard recognition behaviors among experienced and novice participants using functional near-infrared spectroscopy (fNIRS) across 12 virtual reality scenarios. The results revealed that novice participants showed higher activation in the left prefrontal cortex across all three levels of situation awareness, indicating their tendency to focus on detailed information when faced with unfamiliar environments. In contrast, more experienced workers exhibited increased activation in the right prefrontal cortex, particularly in hazard comprehension and projection (Level 2 and Level 3). This suggests that experienced participants prioritize global control mechanisms by activating the right prefrontal cortex associated with spatial awareness. These results highlight cognitive differences at different levels of situation awareness between experienced and novice participants, providing insights into following behavioral patterns and decisions. Furthermore, these findings offer a theoretical foundation for tailoring safety interventions to address the cognitive deficiencies in each level of situation awareness.
KW - Cognitive process
KW - fNIRS
KW - Neural
KW - Situation awareness
KW - Work experience
UR - http://www.scopus.com/inward/record.url?scp=85199598113&partnerID=8YFLogxK
U2 - 10.22260/ISARC2024/0006
DO - 10.22260/ISARC2024/0006
M3 - Conference article published in proceeding or book
AN - SCOPUS:85199598113
T3 - Proceedings of the International Symposium on Automation and Robotics in Construction
SP - 34
EP - 41
BT - Proceedings of the 41st International Symposium on Automation and Robotics in Construction, ISARC 2024
PB - International Association for Automation and Robotics in Construction (IAARC)
T2 - 41st International Symposium on Automation and Robotics in Construction, ISARC 2024
Y2 - 3 June 2024 through 5 June 2024
ER -