Examining the Effects of Emotional Attributes on Self-Reported Driving Behaviors: A Study on Bus Drivers from Suzhou, China - 交通安全研究与应用 - Traffic Safety Research And Application

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">自动驾驶安全</a></li><li class="selected"><a href="Paper.aspx?BYID=451 ">驾驶行为分析</a></li></ul> </div> </div> <div class="cl_right"> <style> .cl_right .cl_right_top { height: 40px; background-image: url(Images/cl_right_b1.jpg); background-repeat: no-repeat; background-position: 0 14px; width: 100%; border-bottom: 1px solid rgb(221,221,221); } .cl_right .cl_right_top div { margin-left: 20px; margin-top: 13px; } .cl_right .cl_right_top div label { font-size: 14px; color: #434343; font-weight: 600; } .cl_right .cl_right_top div a { color: #0C58AC; text-decoration: none; } .cl_right .cl_right_top div a:hover { text-decoration: underline; } </style> <div class="cl_right_top"> <div> <label> 您现在的位置：</label><p id="ctl00_ContentPlaceHolder1_PaperRight_topl1_P_DaoHang" style="display: inline"><a href="Default.aspx">首页</a> >> <a href="Paper.aspx">学术论文</a> >> <a href="Paper.aspx?BYID=451">驾驶行为分析</a></p> </div> </div> <div class="cl_right_middle"> <h1 id="ctl00_ContentPlaceHolder1_P_Title" class="cl_right_title"> Examining the Effects of Emotional Attributes on Self-Reported Driving Behaviors: A Study on Bus Drivers from Suzhou, China</h1> <p class="cl_right_shijian"> 发表时间：<label id="ctl00_ContentPlaceHolder1_Label_Date">2022/1/28</label>   阅读次数：<label id="ctl00_ContentPlaceHolder1_Label_ReadCount">4081</label> </p> <div id="ctl00_ContentPlaceHolder1_DIV_NeiRong" class="cl_right_message"><P>Abstract: Drivers' emotional states impair their cognitive abilities, such as driving decisions and concentrations. This increases the likelihood of traffic crashes. This study examines the effect of emotional attributes such as depression, anxiety, and anger on self-reported risky driving behavior based on data from 1,139 bus drivers from a bus company. From self-reported data, risky driving behaviors are classified into three distinct categories: low-risk, moderate-risk, and high-risk. A Bayesian Belief Network (BBN) is adopted to examine the relationships among random variables to represent causation and underlying determinants (i.e., causal probabilities) for different conditions of driving behavior. BBN predicted that high-risk drivers have a greater probability of suffering from severe depression, anxiety, and anger. Moreover, sensitivity analysis showed that depression, anxiety, anger, age group, gender, education level, insomnia, job satisfaction, driving experience, daily driving duration, and safety climate perception significantly influence risky driving behavior. As self-reported driving behavior may give bias results, to validate further, results from non-parametric tests revealed a significant difference in depression, anxiety, and anger scores between the drivers involved in self-reported crashes and those who were not involved. Emotional attributes are often difficult to distinguish. Thus, Spearman's correlation test was performed, and results showed that emotional attributes are positively correlated. The study concludes that these three emotional attributes impair bus drivers' driving behavior indicating the necessity of monitoring them continuously.</P><P>Shoumic Shahid Chowdhury, Xuesong Wang*, Mohammed Quddus, Siyang Zhang, Moinul Hossain. Examining the Effect of Emotional Attributes on Self-Reported Driving Behaviors: A Study on Bus Drivers from Suzhou, China. Transportation Research Board 101st Annual Meeting, Washington D.C., USA, 2022. 1.9-13.</P></div> <div class="cl_right_nextpre"> <ul id="ctl00_ContentPlaceHolder1_DIV_nextpre"><li> <a href="PaperContent.aspx?BYID=&ID=1354" >♦Revision of the Driving Behavior Questionnaire for Chinese Drivers’ Aberrant ...</a></li><li> <a href="PaperContent.aspx?BYID=&ID=1356" >♦Hourly Traffic Crash Prediction Using Environmental and Electric Vehicle Big ...</a></li></ul> </div> </div> </div> </div> </div> <div id="bottom"> <p> ©CopyRight 2003-2012   同济大学交通运输工程学院 </p> <p> <script language="javascript" type="text/javascript" src="http://js.users.51.la/15629868.js"></script> <noscript> <a href="http://www.51.la/?15629868" target="_blank"> <img alt="我要啦免费统计" src="http://img.users.51.la/15629868.asp" style="border: none" /></a></noscript></p> <p> 备案号：<a href="https://beian.miit.gov.cn" target="_blank" style="color:#000">沪ICP备13005359号-1</a> <script type="text/javascript"> function checkRoot(user) { if (!user) { //window.parent.location.href = "index.html"; } } </script> </p> </div> </div> </form> </body> </html>

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Examining the Effects of Emotional Attributes on Self-Reported Driving Behaviors: A Study on Bus Drivers from Suzhou, China - 交通安全研究与应用 - Traffic Safety Research And Application - 为您提供最新的交通安全研究和应用成果和信息