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Updated: Jan 7, 2026

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使用韩国职业压力表 (KOSS) 预测倦怠综合征风险:一种机器学习方法

Hyeonju Jeong1, Seong-Cheol Yang2, Shin-Goo Park2,3

  • 1Graduate School of Data Science, Chonnam National University, Gwangju, Republic of Korea.

Safety and health at work
|January 1, 2026
PubMed
概括

机器学习模型使用职业压力因素有效预测倦怠综合征 (BOS) 风险. 这种方法可以提前识别有风险的员工,提高BOS评估的成本效益和可扩展性.

关键词:
倦怠症候群 (Burnout Syndrome) 是一种疲劳症候群.机器学习 机器学习心理健康 心理健康职业压力的工作压力.这就是 SHAP SHAP 的意思.

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Psychological Responses to Stress01:20

Psychological Responses to Stress

Psychological responses to stress encompass the various cognitive and emotional reactions individuals experience when faced with challenging or threatening situations, such as a job loss. Prolonged exposure to stressors can disturb emotional balance, increasing negative emotions (e.g., anxiety and sadness) and diminishing positive emotions (e.g., joy and satisfaction). These persistent emotional shifts are associated with an increased risk of both physical illness and mental health issues, such...
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