夜间工作区域交通事故的伤害严重程度分析

Kairan Zhang, M. Hassan
{"title":"夜间工作区域交通事故的伤害严重程度分析","authors":"Kairan Zhang, M. Hassan","doi":"10.1109/ICTIS.2019.8883723","DOIUrl":null,"url":null,"abstract":"Egypt’s National Road Project is a large infrastructure project aiming to upgrade 2500 kilometers in the road network as well as constructing 4000 kilometers of new roads to meet today’s need. The road construction work inevitably leads to an increased number of work zones on highways, creating more hazardous situations for drivers. This is the reason highway agencies are shifting towards night construction work in order to reduce the traffic impacts on the public. Nighttime traffic is commonly characterized by lower traffic volumes, higher speeds and reduced visibility, but there are only a few studies providing valuable results on nighttime work zone crashes. Data from long-term Egyptian highway work zone projects that occurred between 2010 and 2016 are investigated and the injury severity of nighttime crashes is modeled by a mixed multinomial logit model. The estimation procedure indicates that the speeding factor is best modeled by a random variable. From investigation of the model parameters and their pseudo-elasticity, the influence of a wide range of risk factors on injury severity can be assessed and interpreted in terms of driving conditions. It is found that highly influential factors increasing the crash fatality risk include weather conditions (rain) and driver characteristics, such as gender and age group. Additional risk factors are vehicle type (passenger cars or heavy vehicles) and work zones with multiple lane closures.","PeriodicalId":325712,"journal":{"name":"2019 5th International Conference on Transportation Information and Safety (ICTIS)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Injury Severity Analysis of Nighttime Work Zone Crashes\",\"authors\":\"Kairan Zhang, M. Hassan\",\"doi\":\"10.1109/ICTIS.2019.8883723\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Egypt’s National Road Project is a large infrastructure project aiming to upgrade 2500 kilometers in the road network as well as constructing 4000 kilometers of new roads to meet today’s need. The road construction work inevitably leads to an increased number of work zones on highways, creating more hazardous situations for drivers. This is the reason highway agencies are shifting towards night construction work in order to reduce the traffic impacts on the public. Nighttime traffic is commonly characterized by lower traffic volumes, higher speeds and reduced visibility, but there are only a few studies providing valuable results on nighttime work zone crashes. Data from long-term Egyptian highway work zone projects that occurred between 2010 and 2016 are investigated and the injury severity of nighttime crashes is modeled by a mixed multinomial logit model. The estimation procedure indicates that the speeding factor is best modeled by a random variable. From investigation of the model parameters and their pseudo-elasticity, the influence of a wide range of risk factors on injury severity can be assessed and interpreted in terms of driving conditions. It is found that highly influential factors increasing the crash fatality risk include weather conditions (rain) and driver characteristics, such as gender and age group. Additional risk factors are vehicle type (passenger cars or heavy vehicles) and work zones with multiple lane closures.\",\"PeriodicalId\":325712,\"journal\":{\"name\":\"2019 5th International Conference on Transportation Information and Safety (ICTIS)\",\"volume\":\"89 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-07-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 5th International Conference on Transportation Information and Safety (ICTIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICTIS.2019.8883723\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 5th International Conference on Transportation Information and Safety (ICTIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTIS.2019.8883723","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

埃及的国家公路项目是一个大型基础设施项目,旨在升级2500公里的道路网络,并建设4000公里的新道路,以满足当今的需求。道路建设工作不可避免地导致高速公路上的工作区域增加,给司机带来了更多的危险情况。这就是高速公路部门为了减少对公众的交通影响而转向夜间施工的原因。夜间交通通常具有交通量低、速度快、能见度低的特点,但只有少数研究提供了夜间工作区域交通事故的有价值的结果。研究人员调查了2010年至2016年期间埃及高速公路工作区的长期项目数据,并通过混合多项logit模型对夜间交通事故的伤害严重程度进行了建模。估计过程表明,车速因子最好是用随机变量来建模。通过对模型参数及其拟弹性的研究,可以从驾驶条件的角度来评估和解释各种危险因素对损伤严重程度的影响。研究发现,增加事故死亡风险的高度影响因素包括天气条件(下雨)和驾驶员特征,如性别和年龄组。其他风险因素包括车辆类型(乘用车或重型车辆)和多个车道封闭的工作区。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Injury Severity Analysis of Nighttime Work Zone Crashes
Egypt’s National Road Project is a large infrastructure project aiming to upgrade 2500 kilometers in the road network as well as constructing 4000 kilometers of new roads to meet today’s need. The road construction work inevitably leads to an increased number of work zones on highways, creating more hazardous situations for drivers. This is the reason highway agencies are shifting towards night construction work in order to reduce the traffic impacts on the public. Nighttime traffic is commonly characterized by lower traffic volumes, higher speeds and reduced visibility, but there are only a few studies providing valuable results on nighttime work zone crashes. Data from long-term Egyptian highway work zone projects that occurred between 2010 and 2016 are investigated and the injury severity of nighttime crashes is modeled by a mixed multinomial logit model. The estimation procedure indicates that the speeding factor is best modeled by a random variable. From investigation of the model parameters and their pseudo-elasticity, the influence of a wide range of risk factors on injury severity can be assessed and interpreted in terms of driving conditions. It is found that highly influential factors increasing the crash fatality risk include weather conditions (rain) and driver characteristics, such as gender and age group. Additional risk factors are vehicle type (passenger cars or heavy vehicles) and work zones with multiple lane closures.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信