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CRASH RISKS OF OLDER DRIVERS: A PANEL DATA ANALYSIS

机译:旧驱动程序的崩溃风险:面板数据分析

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Considerable progress has been made on understanding older drivers' safety issues. None the less findings from previous research have been rather inconclusive. Differences in data and research methodology have been suggested as factors that contribute to the discrepancies in previous findings. One of the methodological limitations is the lack of considering temporal order between events (i.e. the time between onset of medical condition, symptom and crash). Without time-series data, a ‘snap-shot' of medical conditions and driving patterns were often linked to more than l year of crash data, hoping to accumulate enough data on crashes. The interpretation of the results from these studies is difficult in that one cannot explicitly attribute the increase in highway crash rates to medical conditions and/or physical limitations. This paper uses a panel data analysis to identify factors that place older drivers at greater crash risk. Our results show that factors that place female drivers at greater crash risk are different from those influencing male drivers. More risk factors were found to be significant in affecting older men's involvement in crashes than older women. When the analysis controlled for the amount of driving, women who live alone or who experience back pain were found to have a higher crash risk. Similarly, men who are employed, score low on word-recall tests, have a history of glaucoma, or use antidepressant drugs were found to have a higher crash risk. The most influential risk factors in men were the number of miles driven, and use of antidepressants.
机译:在理解老年驾驶员的安全问题方面已经取得了可观的进步。以前的研究结果仍然没有定论。数据和研究方法的差异已被认为是造成先前发现差异的因素。方法上的局限性之一是缺乏考虑事件之间的时间顺序(即疾病发作,症状和崩溃之间的时间)。没有时间序列数据,医疗状况和驾驶模式的“快照”通常会与超过一年的碰撞数据相关联,以期在碰撞中积累足够的数据。这些研究结果的解释是困难的,因为不能将高速公路撞车率的增加明确地归因于医疗条件和/或身体限制。本文使用面板数据分析来确定使年纪较大的驾驶员面临更大撞车风险的因素。我们的结果表明,使女性驾驶员面临更大碰撞风险的因素与影响男性驾驶员的因素不同。人们发现,与老年妇女相比,影响老年男子卷入车祸的危险因素更大。当分析控制驾车数量后,发现单身生活或遭受背痛的女性发生撞车的风险更高。同样,被雇用,在单词回忆测试中得分低,有青光眼病史或使用抗抑郁药的男性被发现有更高的崩溃风险。男性中最有影响力的危险因素是行驶里程数和使用抗抑郁药。

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