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The impact of mobile phone distraction on the braking behaviour of young drivers: A hazard-based duration model

机译:手机分心对年轻司机制动行为的影响:基于危险的持续时间模型

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摘要

Braking is a crucial driving task with a direct relationship with crash risk, as both excess and inadequate braking can lead to collisions. The objective of this study was to compare the braking profile of young drivers distracted by mobile phone conversations to non-distracted braking. In particular, the braking behaviour of drivers in response to a pedestrian entering a zebra crossing was examined using the CARRS-Q Advanced Driving Simulator. Thirty-two licensed drivers drove the simulator in three phone conditions: baseline (no phone conversation), hands-free, and handheld. In addition to driving the simulator, each participant completed questionnaires related to driver demographics, driving history, usage of mobile phones while driving, and general mobile phone usage history. The drivers were 18–26 years old and split evenly by gender. A linear mixed model analysis of braking profiles along the roadway before the pedestrian crossing revealed comparatively increased decelerations among distracted drivers, particularly during the initial 20 kph of deceleration. Drivers’ initial 20 kph deceleration time was modelled using a parametric accelerated failure time (AFT) hazard-based duration model with a Weibull distribution with clustered heterogeneity to account for the repeated measures experiment design. Factors found to significantly influence the braking task included vehicle dynamics variables like initial speed and maximum deceleration, phone condition, and driver-specific variables such as licence type, crash involvement history, and self-reported experience of using a mobile phone whilst driving. Distracted drivers on average appear to reduce the speed of their vehicle faster and more abruptly than non-distracted drivers, exhibiting excess braking comparatively and revealing perhaps risk compensation. The braking appears to be more aggressive for distracted drivers with provisional licenses compared to drivers with open licenses. Abrupt or excessive braking by distracted drivers might pose significant safety concerns to following vehicles in a traffic stream.
机译:制动与崩溃的风险有直接关系的关键驱动任务,既过剩和不足,制动可能会导致冲突。这项研究的目的是比较由移动电话交谈分心非张开制动年轻司机的制动曲线。特别地,使用CARRS-Q高级驾驶模拟器检查驱动器响应于输入斑马线行人制动行为。三十二个准许的司机开车在三个手机的条件模拟器:基准线(没有电话交谈),免提和手持。除了驾驶模拟器,每个参与者完成相关的驱动程序人口统计调查问卷,驾驶历史,同时带动手机的使用,和一般手机使用历史。车手们18-26岁,性别平分。制动型材沿着道路的人行横道显示之前的线性混合模型分析特别是在初始20公里每小时的减速相对增加分心驱动器之间减速。司机的初始20公里每小时减速时间是使用参数加速失效时间(AFT)基于危险-与群集异质威布尔分布以考虑重复测量试验设计时间模型建模。因素发现显著影响制动的任务包括车辆动态变量,如初始速度和最大减速度,手机状态和驱动程序特定的变量,如许可证类型,崩溃参与的历史,并用手机驾驶时的自我报告的经验。平均分心司机似乎会减少他们的车辆的速度更快,更突然比非司机分心,表现出相对多余的制动,揭示可能的风险补偿。相较于开放许可司机的刹车似乎是用临时牌照分心驾驶更具侵略性。分心司机突然或过度制动可能造成显著的安全问题,以一个业务流中后面的车辆。

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