Understanding and modelling risky driving behaviour on high-speed corridors

验证性因素分析 结构方程建模 探索性因素分析 运输工程 驾驶模拟器 人为因素与人体工程学 毒物控制 危险驾驶 攻击性驾驶 心理学 应用心理学 工程类 计算机科学 模拟 环境卫生 医学 法学 机器学习 政治学
作者
Akshay Gupta,Pushpa Choudhary,Manoranjan Parida
出处
期刊:Transportation Research Part F-traffic Psychology and Behaviour [Elsevier BV]
卷期号:82: 359-377 被引量:12
标识
DOI:10.1016/j.trf.2021.09.009
摘要

This study explores the relationships among various factors influencing risky driving behaviours, particularly on high-speed corridors (expressways). A total of 546 samples are collected from licenced drivers through an online survey. Exploratory factor analysis confirms the four-factor solution and the same is verified using confirmatory factor analysis. These factors are individual aberrant driving behaviour (violations and errors), risky driving behaviour performed by surrounding vehicles and dangerous manoeuvres due to prevailing road environment. Structural equation modelling is used to establish the relationships amongst the aforementioned factors. The results of the study describe that observed risky driving behaviour on expressways is mostly affected by drivers’ individual aberrant driving (γ = 0.62) followed by risky driving behaviour performed by surrounding vehicles (γ = 0.39) and least affected by the road environment (γ = 0.36). The individual driving behaviour is mostly affected by violations (γ = 0.47) followed by errors (γ = 0.38). Furthermore, differences in Driving Behaviour Questionnaire (DBQ) scales are analysed with respect to the demographic variables. Results suggest that male and young drivers report more violations than female and older drivers, respectively, however, female drivers are more error prone than male drivers. The findings of the study can be useful to identify the potential road safety countermeasures to improve the driving style as well as the driving environment.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
纯真的德地完成签到,获得积分10
1秒前
王迪完成签到,获得积分10
1秒前
2秒前
科研通AI5应助小陈采纳,获得10
2秒前
万能图书馆应助懒羊羊采纳,获得10
3秒前
称心的问薇完成签到,获得积分10
3秒前
天亮了吗完成签到,获得积分10
3秒前
NingnnnZhang发布了新的文献求助10
5秒前
科研通AI5应助dong采纳,获得10
5秒前
5秒前
心愿完成签到 ,获得积分10
6秒前
雾失楼台完成签到,获得积分10
6秒前
称心寒松完成签到,获得积分10
6秒前
小白应助茄丁捞面采纳,获得20
7秒前
7秒前
鄢懋卿应助zhizhi采纳,获得10
8秒前
科研通AI5应助tang采纳,获得10
8秒前
冰魂应助zengyiqiao采纳,获得60
10秒前
10秒前
大胆的钢笔完成签到,获得积分10
11秒前
科研通AI5应助ihxy采纳,获得10
12秒前
Ava应助活泼的觅云采纳,获得10
13秒前
大力的小懒虫完成签到 ,获得积分10
14秒前
14秒前
nini发布了新的文献求助10
14秒前
14秒前
羊and羊完成签到,获得积分10
15秒前
16秒前
阿毛发布了新的文献求助10
16秒前
王弘化完成签到,获得积分10
17秒前
17秒前
LiuRuizhe完成签到,获得积分10
17秒前
元狩完成签到 ,获得积分10
18秒前
鲁立辉完成签到,获得积分10
19秒前
Czy完成签到,获得积分10
19秒前
19秒前
小蓝发布了新的文献求助10
19秒前
20秒前
小彻完成签到,获得积分10
20秒前
高分求助中
Technologies supporting mass customization of apparel: A pilot project 600
Introduction to Strong Mixing Conditions Volumes 1-3 500
Tip60 complex regulates eggshell formation and oviposition in the white-backed planthopper, providing effective targets for pest control 400
A Field Guide to the Amphibians and Reptiles of Madagascar - Frank Glaw and Miguel Vences - 3rd Edition 400
China Gadabouts: New Frontiers of Humanitarian Nursing, 1941–51 400
The Healthy Socialist Life in Maoist China, 1949–1980 400
Walking a Tightrope: Memories of Wu Jieping, Personal Physician to China's Leaders 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3798779
求助须知:如何正确求助?哪些是违规求助? 3344526
关于积分的说明 10320295
捐赠科研通 3060965
什么是DOI,文献DOI怎么找? 1679936
邀请新用户注册赠送积分活动 806795
科研通“疑难数据库(出版商)”最低求助积分说明 763386