The Effects of Vehicle Front Design Variables and Impact Speed on Lower Extremity Injury in Pedestrian Collisions Using In-Depth Accident Data

B. Wang, Jikuang Yang, D. Otte
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引用次数: 2

Abstract

This study aimed to identify the correlations of pedestrian AIS2+ lower extremity injury risk with the vehicle front design variables and impact speed by using real-world accident data. A subsample of 404 pedestrian accident cases with AIS1+ lower extremity injuries was selected from German in-Depth Accident Study (GIDAS) database based on a defined sample criterion to conduct statistical analysis. The main variables related to severity of lower extremity injuries were determined at present study, including vehicle impact speed and vehicle design variables: lower bumper height (LBH), upper bumper height (UBH), bumper leading (BL) and bonnet leading edge height (BLEH). Firstly, analysis of variance (ANOVA) was employed to examine whether the mean values of these variables were statistically significance for pedestrian with or without AIS2+ lower extremity injuries. Furthermore, logistic regression analysis was performed to analyze associations between these predicted variables and risk of the pedestrian with AIS2+ lower extremity injury. The results revealed that the predicted variables of the impact speed, the LBH and the BLEH were statistically significant for AIS2+ lower extremity injuries. The higher impact speed, the higher LBH and BLEH correspond to a greater likelihood of suffering an AIS2+ lower extremity injury.
基于深度事故数据的车辆前端设计变量和碰撞速度对行人下肢损伤的影响
本研究旨在利用真实事故数据,确定行人AIS2+下肢损伤风险与车辆正面设计变量和碰撞速度的相关性。根据确定的样本标准,从德国深度事故研究(GIDAS)数据库中选取404例AIS1+下肢损伤的行人事故子样本进行统计分析。本研究确定了与下肢损伤严重程度相关的主要变量,包括车辆碰撞速度和车辆设计变量:保险杠下高度(LBH)、保险杠上高度(UBH)、保险杠前缘高度(BL)和发动机罩前缘高度(BLEH)。首先,采用方差分析(ANOVA)检验这些变量的平均值在有或没有AIS2+下肢损伤的行人中是否具有统计学意义。此外,进行逻辑回归分析,分析这些预测变量与AIS2+下肢损伤风险之间的关系。结果显示,冲击速度、LBH和BLEH对AIS2+下肢损伤的预测变量均有统计学意义。撞击速度越快,LBH和BLEH越高,发生AIS2+下肢损伤的可能性越大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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