研究建筑工人在有意识地进行不安全行为的心理生理学特征
Xiangchun Li1,2, Yuzhen Long1, Chunli Yang3
1School of Emergency Management and Safety Engineering, China University of Mining and Technology-Beijing, Beijing, 100083, China.
Heliyon
|October 20, 2023
概括
这项研究使用心理生理学数据预测建筑工人的有意识的不安全行为. 研究结果揭示了开发准确的安全预测模型的关键心理和生理指标.
科学领域:
- 职业安全与健康问题 职业安全与健康问题
- 心理生理学 心理生理学
- 建设管理建设管理.
背景情况:
- 工人的不安全行为是建筑工地事故的主要原因之一.
- 预测和预防这些行为对于提高工作场所安全至关重要.
研究的目的:
- 探索利用心理生理学特征来预测建筑工人的有意识的不安全行为.
- 识别与不安全行为相关的心理和生理指标.
主要方法:
- 一个心理学问卷测量了风险心理.
- 无线可穿戴记录器捕获实时生理信号.
- 相关性分析,显著性测试,多重线性回归和决策树回归器被用于模型开发.
主要成果:
- 不安全的行为与风险感知有负相关,与危险态度有正相关.
- 生理学变化包括皮肤导电性增加和心跳间隔和皮肤温度在不安全行为期间降低.
- 开发的预测模型显示出高可靠性 (R2>0.8).
结论:
- 心理生理学特征可以有效地预测有意识地不安全的工人行为.
- 这些发现为自动识别不安全行为提供了理论基础,有助于提高建筑安全.
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