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军车交通违法行为的Logistic模型构建

Construction of Logistic Model of Military Vehicle Traffic Violations
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摘要 为规范军车驾驶员安全行驶,针对以往数据分析方法中存在的不足,通过调查问卷方式采集了某地区军车驾驶员近1个月的相关出行数据,以单因素与多因素回归分析的方法构建Logistic模型,得出9类显著影响因素,及其中4类显著的生理心理因素,并根据建模结果提出加强驾驶员跟踪管理、重视前期路线勘察、注重驾驶员心理疏导等3条建议。 In order to regulate the driving behavior of military vehicle drivers,this paper constructs a Logistic model to analyze the influencing factors of traffic violations.Firstly,the deficiencies in the previous data analysis is summarized.Then,travelling data in a region for nearly a month is collected via questionnaires and a Logistic model is constructed with single-factor and multi-factor regression,which reveals nine influencing factors and four significant physiological and psychological factors.Finally,according to the results of the model,three suggestions are put forward such as developing life-cycle tracking and management of drivers,focusing on route survey before transportation acts,and paying attention to psychological counseling.
作者 杨雪峰 党潇正 卫晓军 屈谓 汪欣 YANG Xuefeng;DANG Xiaozheng;WEI Xiaojun;QU Wei;WANG Xin(Army Military Transportation University,Tianjin 300161,China;Unit 78511,Ya'an 625000,China)
出处 《军事交通学报》 2022年第9期41-44,共4页 Journal of Military Transportation University
关键词 交通违法 LOGISTIC模型 多因素分析 驾驶员教育 traffic violation Logistic model multi-factor analysis driver education
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