Liang Dan, Lau Nathan, Baker Stephanie A, Antin Jonathan F
Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg.
Virginia Tech Transportation Institute, Blacksburg.
Innov Aging. 2020 Jun 18;4(3):igaa017. doi: 10.1093/geroni/igaa017. eCollection 2020.
The increasing number of senior drivers may introduce new road risks due to age-related declines in physical and cognitive abilities. Advanced driver assistance systems (ADAS) have been proposed as solutions to minimize age-related declines, thereby increasing both senior safety and mobility. This study examined factors that influence seniors' attitudes toward adopting ADAS after significant exposure to the technology in naturalistic settings.
This study recruited 18 senior drivers aged 70-79 to drive vehicles equipped with ADAS for 6 weeks in their own environments. Afterward, each participant was enrolled in 1 of the 3 focus group sessions to discuss their changes in attitude toward ADAS based on their driving experiences. We applied structural topic modeling (STM) on the focus group transcripts to reveal key topics deemed important to seniors.
STM revealed 5 topics of importance for seniors. In order of prevalence, these were (i) safety, (ii) confidence concerning ADAS, (iii) ADAS functionality, (iv) user interface/usability, and (v) non-ADAS-related features. Based on topics and associated keywords, seniors perceived safety improvement with ADAS but expressed concerns about its limitations in coping with adverse driving conditions. Experience and training were suggested for improving seniors' confidence in ADAS. Blind spot alert and adaptive cruise control received the most discussion regarding perceived safety and comfort.
This study indicated that promoting road safety for senior drivers through ADAS is feasible. Acceptance and appropriate use of ADAS may be supported through intuitive and senior-friendly user interfaces, in-depth training programs, and owner's manuals specifically designed and tested for senior drivers.
由于身体和认知能力随年龄下降,老年驾驶员数量的增加可能带来新的道路风险。先进驾驶辅助系统(ADAS)已被提议作为将与年龄相关的能力下降降至最低的解决方案,从而提高老年人的安全性和出行便利性。本研究考察了在自然环境中大量接触该技术后,影响老年人对采用ADAS态度的因素。
本研究招募了18名70 - 79岁的老年驾驶员,让他们在自己的环境中驾驶配备ADAS的车辆6周。之后,每位参与者参加3个焦点小组讨论中的1个,根据他们的驾驶体验讨论他们对ADAS态度的变化。我们对焦点小组记录应用结构化主题建模(STM),以揭示对老年人重要的关键主题。
STM揭示了对老年人重要的5个主题。按普遍程度排序,这些主题依次为:(i)安全性,(ii)对ADAS的信心,(iii)ADAS功能,(iv)用户界面/可用性,以及(v)与ADAS无关的功能。基于这些主题和相关关键词,老年人认为ADAS提高了安全性,但对其应对不利驾驶条件的局限性表示担忧。建议通过经验和培训来提高老年人对ADAS的信心。盲点警报和自适应巡航控制在感知安全性和舒适性方面得到了最多讨论。
本研究表明,通过ADAS促进老年驾驶员的道路安全是可行的。直观且对老年人友好的用户界面、深入的培训计划以及专门为老年驾驶员设计和测试的用户手册,可能有助于支持ADAS的接受和正确使用。