Cognitive Load Quantified via Functional Near Infrared Spectroscopy During Immersive Training with VR Based Basic Life Support Learning Modules in Hostile Environment

被引:3
作者
Polat, Mert Deniz [1 ]
Izzetoglu, Kurtulus [1 ]
Aksoy, Mehmet Emin [2 ,5 ]
Kitapcioglu, Dilek [3 ]
Usseli, Tuba [4 ]
Yoner, Serhat Ilgaz [5 ]
机构
[1] Drexel Univ, Sch Biomed Engn Sci & Hlth Syst, Philadelphia, PA 19104 USA
[2] Acibadem Mehmet Ali Aydmlar Univ, Ctr Adv Simulat & Educ, Istanbul, Turkiye
[3] Acibadem Mehmet Ali Aydmlar Univ, Med Fac, Dept Med Educ, Istanbul, Turkiye
[4] Acibadem Mehmet Ali Aydmlar Univ, Vocat Sch Hlth Serv, Dept Anesthesia, Istanbul, Turkiye
[5] Acibadem Mehmet Ali Aydmlar Univ, Dept Biomed Device Technol, Istanbul, Turkiye
来源
AUGMENTED COGNITION, AC 2023 | 2023年 / 14019卷
关键词
Human performance; medical training; learning; virtual reality; cognitive workload; fNIRS; functional brain imaging; BRAIN; NEUROERGONOMICS; EDUCATION; FNIR;
D O I
10.1007/978-3-031-35017-7_23
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This study investigates the use of functional near infrared spectroscopy (fNIRS) as a tool for assessing cognitive workload in virtual reality (VR) based medical education. Specifically, the study explores the effect of simulator immersion and distraction on cognitive workload during a Basic Life Support (BLS) training course delivered by a VR-based serious gaming module. Nineteen participants with no prior knowledge of BLS guidelines completed a VR-based serious gaming BLS training module and were randomly assigned to two groups for the BLS examination; the first group had experienced medium distraction while the second group had a high level of distraction. All participants then took a hands-on BLS exam at the end of the study protocol. The results show significant decrease in cognitive workload measured by fNIRS during the training sessions. The oxygenation levels at the prefrontal cortex were significantly higher for the participants who had taken the high distraction VR-exam, suggesting a higher neural involvement compared to the group who had taken the medium distraction VR-exam. However, unlike hands-on exam, no significant difference between two groups was determined for the VR-based exam. The results demonstrate that fNIRS can be used to measure cognitive workload in VR-based medical training and provide further insights for optimizing serious game-based learning tools.
引用
收藏
页码:359 / 372
页数:14
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