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The Experiment Study on EEG Characteristics of Different Personality Errors Under Consequence Stress

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this study, the subjective score, behavioral performance and EEG data of 41 subjects were collected and analyzed under two experimental conditions (no stress and consequence stress). According to the Big Five Personality Scale, the personality characteristics of the subjects were divided into five categories (i.e., Neuroticism, Openness, Conscientiousness, Pleasantness, and Extraversion). It was found that neuroticism personality and pleasantness personality were significantly correlated with stress perception, but neuroticism personality was more sensitive to stress. The higher the level of neuroticism, the higher the subjective questionnaire score. The results of behavioral performance analysis showed that the error rate under the condition of no consequence stress was greater than that under the condition of consequence stress. The results of event-related potential analysis found that Pe was significantly affected by different experimental conditions, and was greater under consequence pressure, while ERN was not significant difference between different experimental conditions. Time-frequency analysis results found that weaker α and β band oscillations were induced under consequence stress. Under the stressful conditions, there was a significant negative correlation between conscientiousness score and α-band energy. In summary, this study showed that the impact of consequence pressure on human error could be characterized by the changes in error-related ERP components and time-frequency characteristic indicators.

源语言英语
主期刊名Engineering Psychology and Cognitive Ergonomics - 21st International Conference, EPCE 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings
编辑Don Harris, Wen-Chin Li
出版商Springer Science and Business Media Deutschland GmbH
135-150
页数16
ISBN(印刷版)9783031607271
DOI
出版状态已出版 - 2024
活动21st International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2024, held as part of the 26th HCI International Conference, HCII 2024 - Washington, 美国
期限: 29 6月 20244 7月 2024

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
14692 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议21st International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2024, held as part of the 26th HCI International Conference, HCII 2024
国家/地区美国
Washington
时期29/06/244/07/24

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