Personality, functional performance, and travel patterns related to older drivers’ risky driving behavior: A naturalistic driving study

IF 5.7 1区 工程技术 Q1 ERGONOMICS Accident; analysis and prevention Pub Date : 2024-11-07 DOI:10.1016/j.aap.2024.107833
Yuanfang Zhu , Meilan Jiang , Toshiyuki Yamamoto
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Abstract

Older drivers are among the most vulnerable demographics within the road traffic system. The rising number of elderly motorists has raised public concern regarding their driving safety. It is crucial to understand the factors influencing risky driving behaviors among older drivers to enhance their safety. This study aimed to analyze the personality, functional performance, and travel patterns related to older drivers’ risky driving behavior. The analysis utilized a sample of 58 older drivers, aged 65 years and above (mean age = 72.41 years; 40 males and 18 females) from the Nagoya metropolitan area. Risky driving behaviors and travel patterns were assessed using naturalistic driving data. Bivariate correlation analysis revealed that impulsivity and diminished contrast sensitivity were significantly correlated with more frequent risky driving behaviors. Additionally, both low driving exposure and high-risk driving routes (i.e., more frequent left and right turns, driving more on minor roads) were significantly correlated with an increased risk of harsh events. Moreover, a strong association was observed between driving exposure and driving route, indicating that the driving route of lower mileage drivers tend to be riskier. When the relationship between driving exposure and risky driving behaviors was adjusted for driving route, the strength of the correlation diminished from 0.35 to 0.16, rendering it insignificant. This partial correlation analysis suggests that the increased driving risk among low-mileage drivers can be partially attributed to their high-risk driving routes. The findings of this study provide further evidence regarding the role of personality in explaining older drivers’ risky driving behavior and the explanation of older drivers’ low-mileage bias.
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与老年司机危险驾驶行为相关的性格、功能表现和出行模式:自然驾驶研究。
老年驾驶员是道路交通系统中最易受伤害的人群之一。老年驾驶者人数的不断增加引发了公众对其驾驶安全的关注。了解影响老年驾驶者危险驾驶行为的因素对提高他们的安全至关重要。本研究旨在分析与老年驾驶者风险驾驶行为相关的性格、功能表现和出行模式。分析对象为名古屋市区的 58 名 65 岁及以上的老年驾驶员(平均年龄为 72.41 岁,男性 40 人,女性 18 人)。利用自然驾驶数据对风险驾驶行为和出行模式进行了评估。双变量相关分析表明,冲动和对比敏感度降低与更频繁的危险驾驶行为显著相关。此外,低驾驶暴露和高风险驾驶路线(即更频繁地左转和右转、更多地在小路上行驶)与发生严重事件的风险增加显著相关。此外,驾驶暴露与驾驶路线之间也存在密切联系,这表明里程数较低的驾驶者的驾驶路线往往风险较高。当驾驶暴露与风险驾驶行为之间的关系根据驾驶路线进行调整后,相关性从 0.35 降至 0.16,变得不显著。这种部分相关性分析表明,低里程驾驶者的驾驶风险增加可能部分归因于他们的高风险驾驶路线。本研究的结果为解释老年驾驶者的风险驾驶行为和解释老年驾驶者的低里程偏好提供了进一步的证据。
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来源期刊
CiteScore
11.90
自引率
16.90%
发文量
264
审稿时长
48 days
期刊介绍: Accident Analysis & Prevention provides wide coverage of the general areas relating to accidental injury and damage, including the pre-injury and immediate post-injury phases. Published papers deal with medical, legal, economic, educational, behavioral, theoretical or empirical aspects of transportation accidents, as well as with accidents at other sites. Selected topics within the scope of the Journal may include: studies of human, environmental and vehicular factors influencing the occurrence, type and severity of accidents and injury; the design, implementation and evaluation of countermeasures; biomechanics of impact and human tolerance limits to injury; modelling and statistical analysis of accident data; policy, planning and decision-making in safety.
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