Hasselt University, Transportation Research Institute (IMOB), Science Park - Building 5, bus 6, BE-3590 Diepenbeek, Belgium.
Accid Anal Prev. 2014 Jan;62:377-87. doi: 10.1016/j.aap.2013.06.032. Epub 2013 Jul 4.
Distracted driving has received increasing attention in the literature due to potential adverse safety outcomes. An often posed solution to alleviate distraction while driving is hands-free technology. Interference by distraction can occur however at the sensory input (e.g., visual) level, but also at the cognitive level where hands-free technology induces working memory (WM) load. Active maintenance of goal-directed behavior in the presence of distraction depends on WM capacity (i.e., Lavie's Load theory) which implies that people with higher WM capacity are less susceptible to distractor interference. This study investigated the interaction between verbal WM load and WM capacity on driving performance to determine whether individuals with higher WM capacity were less affected by verbal WM load, leading to a smaller deterioration of driving performance. Driving performance of 46 young novice drivers (17-25 years-old) was measured with the lane change task (LCT). Participants drove without and with verbal WM load of increasing complexity (auditory-verbal response N-back task). Both visuospatial and verbal WM capacity were investigated. Dependent measures were mean deviation in the lane change path (MDEV), lane change initiation (LCI) and percentage of correct lane changes (PCL). Driving experience was included as a covariate. Performance on each dependent measure deteriorated with increasing verbal WM load. Meanwhile, higher WM capacity related to better LCT performance. Finally, for LCI and PCL, participants with higher verbal WM capacity were influenced less by verbal WM load. These findings entail that completely eliminating distraction is necessary to minimize crash risks among young novice drivers.
由于潜在的安全后果,分心驾驶在文献中受到越来越多的关注。为了缓解驾驶时的分心,一种常见的解决方案是使用免提技术。然而,干扰可能发生在感觉输入(例如视觉)水平,也可能发生在认知水平,在认知水平上,免提技术会引起工作记忆 (WM) 负荷。在存在干扰的情况下主动维持目标导向行为取决于 WM 能力(即 Lavie 的负荷理论),这意味着 WM 能力较高的人不易受到干扰。本研究调查了言语 WM 负荷和 WM 能力对驾驶性能的相互作用,以确定 WM 能力较高的个体是否较少受到言语 WM 负荷的影响,从而导致驾驶性能的恶化较小。46 名年轻新手驾驶员(17-25 岁)的驾驶性能通过变道任务 (LCT) 进行测量。参与者在没有言语 WM 负荷和言语 WM 负荷不断增加的复杂性(听觉言语反应 N 回任务)下驾驶。同时研究了视空间和言语 WM 能力。依赖指标是变道路径的平均偏差 (MDEV)、变道起始 (LCI) 和正确变道的百分比 (PCL)。驾驶经验作为协变量。每个依赖指标的性能随着言语 WM 负荷的增加而恶化。同时,较高的 WM 能力与 LCT 表现较好相关。最后,对于 LCI 和 PCL,具有较高言语 WM 能力的参与者受言语 WM 负荷的影响较小。这些发现意味着,要最大限度地降低年轻新手驾驶员的碰撞风险,必须完全消除分心。