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车司机的撞车伤害严重程度:在中国的一项调查问卷研究

Yan Zhang¹, Shiyuan Liu²

¹School of Transportation and Logistics, Southwest Jiaotong University, Chengdu, 610011, China.

Scientific reports

|May 17, 2025

概括

乘坐车辆的司机.

科学领域:

交通运输安全运输安全
交通事故分析分析
驾驶员行为研究研究的研究.

背景情况:

乘车服务增加了交通事故.
与驾驶员相关的因素是这些事故的关键因素.
了解这些因素对于改善安全至关重要.

研究的目的:

调查中国乘车车事故的原因和严重程度.
确定影响事故严重程度的关键驾驶相关因素.
分析这些因素与事故结果之间的关系.

主要方法:

在中国对1356名叫车司机进行了在线调查.
随机森林 (RF) 模型用于识别重要因素.
贝叶斯网络 (BN) 模型用于分析因子关系.

主要成果:

昏昏欲睡,使用智能手机和风险行为直接影响事故严重程度.
人口统计和工作条件间接影响严重程度.
风险因素在不同级别的事故严重程度上有所不同.

结论:

需要制定有针对性的政策,以减轻叫车事故的严重程度.
解决司机疲劳和分心的问题至关重要.
了解间接影响可以为更广泛的安全策略提供信息.

关键词:

事故的严重程度事故的严重程度使用手机使用手机.乘坐车辆的司机.有风险的驾驶行为.工作条件工作条件

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