Department of Econometrics-Riskcenter-IREA, University of Barcelona, 08034 Barcelona, Spain.
Zurich Insurance and Riskcenter-IREA, 08034 Barcelona, Spain.
Int J Environ Res Public Health. 2022 Dec 19;19(24):17097. doi: 10.3390/ijerph192417097.
Against a general trend of increasing driver longevity, the injuries suffered by vehicle occupants in Spanish road traffic crashes are analyzed by the level of severity of their bodily injuries (BI). Generalized linear mixed models are applied to model the proportion of non-serious, serious, and fatal victims. The dependence between vehicles involved in the same crash is captured by including random effects. The effect of driver age and vehicle age and their interaction on the proportion of injured victims is analyzed. We find a nonlinear relationship between driver age and BI severity, with young and older drivers constituting the riskiest groups. In contrast, the expected severity of the crash increases linearly up to a vehicle age of 18 and remains constant thereafter at the highest level of BI severity. No interaction between the two variables is found. These results are especially relevant for countries such as Spain with increasing driver longevity and an aging car fleet.
针对驾驶员寿命延长的总体趋势,对西班牙道路交通碰撞中车辆乘员受伤的严重程度进行了分析。应用广义线性混合模型对非严重、严重和致命受害者的比例进行建模。通过包含随机效应,捕捉到了涉及同一事故的车辆之间的依赖性。分析了驾驶员年龄和车辆年龄及其相互作用对受伤受害者比例的影响。我们发现驾驶员年龄与 BI 严重程度之间存在非线性关系,年轻和年长的驾驶员构成了最危险的群体。相比之下,碰撞的预期严重程度在车辆年龄达到 18 岁时呈线性增加,此后在 BI 严重程度的最高水平保持不变。没有发现两个变量之间存在交互作用。这些结果对于像西班牙这样的国家尤为重要,因为这些国家的驾驶员寿命延长,汽车保有量也在老化。