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

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationEngineering Psychology and Cognitive Ergonomics - 21st International Conference, EPCE 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings
EditorsDon Harris, Wen-Chin Li
PublisherSpringer Science and Business Media Deutschland GmbH
Pages135-150
Number of pages16
ISBN (Print)9783031607271
DOIs
StatePublished - 2024
Event21st International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2024, held as part of the 26th HCI International Conference, HCII 2024 - Washington, United States
Duration: 29 Jun 20244 Jul 2024

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume14692 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference21st International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2024, held as part of the 26th HCI International Conference, HCII 2024
Country/TerritoryUnited States
CityWashington
Period29/06/244/07/24

Keywords

  • Big-five Personality
  • Consequence Stress
  • EEG
  • Event-related Potential
  • Human Error

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