a Department of Engineering Design and Production , Aalto University , Aalto , Finland.
b Finnish Crash Data Institute (OTI) , Helsinki , Finland.
Traffic Inj Prev. 2019;20(3):325-331. doi: 10.1080/15389588.2019.1579907. Epub 2019 Apr 23.
We examined both fatal and injury at-fault crashes of a population of passenger cars fitted with electronic stability control (ESC). Crash rates were calculated in relation to both registration years and mileage. Crash rates were also calculated for a non-ESC car population and crash rate ratios were calculated to compare the crash risk between ESC-fitted and non-ESC-fitted passenger cars. Passenger car models with and without ESC were identified (ESC-equipped cars: 3,352,813 registration years; non-ESC-equipped: 5,839,946 registration years) and their vehicle information for the period 2009-2013, including mileage (ESC-equipped vehicles: 89.3 billion kilometers; non-ESC-equipped: 72.4 billion kilometers), was drawn from the national Vehicular and Driver Data Register. The registry of Finnish road accident investigation teams was accessed and all fatal at-fault crashes among the cars in the study populations (ESC 97; non-ESC 377) for the period 2009-2013 were analyzed. The motor insurance database includes at-fault crashes leading to injuries and was utilized for analyses (ESC: = 8,827, non-ESC: = 21,437). Crash rates and crash rate ratios were calculated to evaluate crash risk of both ESC-equipped and non-ESC-equipped passenger cars. Poisson regression was used to model crash involvement rate ratios both per registration year and per mileage for vehicles with ESC and without ESC, controlling for age and gender of the vehicle owner and vehicle mass. Passenger cars fitted with ESC showed lower crash rates than non-ESC-equipped cars in all crash types studied. In general, the difference in crash rates between ESC-equipped and non-ESC-equipped vehicles was greater when the crashes were compared to the mileage rather than registration years. The mileage-proportional crash rate of ESC-equipped cars was 64% (95% confidence interval, 61%; 67%) lower in run-off-road crashes resulting in injury and as much as 82% (65%; 91%) lower in fatal run-off-road crashes when suicides and disease attacks were not taken into account. Our results show that modern passenger cars provide a significant crash risk reduction, which depends on both ESC and passive safety features introduced. Results also show that exposure evaluation in terms of registration years (or vehicle population) instead of true mileage can provide an overly pessimistic view of the crash risk.
我们研究了配备电子稳定控制系统 (ESC) 的乘用车的致命和事故责任碰撞。碰撞率与注册年份和里程相关进行计算。还计算了没有 ESC 的汽车的碰撞率,并计算了碰撞率比,以比较配备 ESC 和未配备 ESC 的乘用车的碰撞风险。 确定了配备和未配备 ESC 的乘用车车型(配备 ESC 的汽车:3352813 个注册年份;未配备 ESC 的汽车:5839946 个注册年份),并从全国车辆和驾驶员数据登记处提取了它们在 2009-2013 年期间的车辆信息,包括里程数(配备 ESC 的车辆:893 亿公里;未配备 ESC 的车辆:724 亿公里)。访问了芬兰道路事故调查小组的登记处,并对研究人群中所有在 2009-2013 年期间发生的致命事故责任碰撞的汽车(ESC97 辆;非 ESC377 辆)进行了分析。汽车保险数据库包含导致受伤的事故责任碰撞信息,用于分析(ESC:=8827 辆,非 ESC:=21437 辆)。为了评估配备 ESC 和未配备 ESC 的乘用车的碰撞风险,计算了碰撞率和碰撞率比。泊松回归用于为配备 ESC 和未配备 ESC 的车辆建模每注册年和每行驶里程的碰撞参与率比,控制车辆所有者的年龄、性别和车辆质量。 在所有研究的碰撞类型中,配备 ESC 的乘用车的碰撞率均低于未配备 ESC 的车辆。一般来说,与注册年份相比,将碰撞与里程数进行比较时,配备 ESC 的车辆和未配备 ESC 的车辆之间的碰撞率差异更大。考虑到自杀和疾病发作不计入在内,配备 ESC 的车辆在造成伤害的驶离道路碰撞中的里程比例碰撞率降低了 64%(95%置信区间,61%;67%),在致命驶离道路碰撞中的降低幅度高达 82%(65%;91%)。 我们的结果表明,现代乘用车提供了显著的碰撞风险降低,这取决于 ESC 和引入的被动安全功能。结果还表明,基于注册年份(或车辆总数)的暴露评估而不是真实里程数可能会对碰撞风险产生过于悲观的看法。