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特定危险重复呈现对经验丰富和年轻无经验驾驶员危险感知训练中眼球运动的影响。

The effects of repetitive presentation of specific hazards on eye movements in hazard perception training, of experienced and young-inexperienced drivers.

机构信息

Psychology Department, Bar-Ilan University, Ramat-Gan, Israel.

Psychology Department, Bar-Ilan University, Ramat-Gan, Israel.

出版信息

Accid Anal Prev. 2019 Jan;122:255-267. doi: 10.1016/j.aap.2018.09.033. Epub 2018 Nov 2.

Abstract

Recent evidence shows that compared to experienced drivers, young-inexperienced drivers are more likely to be involved in a crash mainly due to their poor hazard perception (HP) abilities. This skill develops with experience and may be developed through training. We assumed that as any other skill, HP developed through implicit learning. Nevertheless, current training methods, rely on deliberate learning where young-inexperienced drivers are instructed what hazards that they should seek and where they might be located. In this exploratory study, we investigated the effectiveness of a novel training procedure, in which learners were repeatedly exposed to target video clips of driving scenarios embedded within filler scenarios. Each of the target videos included scenarios of either a visible hazard, a hidden materialized hazard or hidden unmaterialized hazard. Twenty-three young-inexperienced drivers and 35 experienced drivers participated in training session followed by a learning transference testing session and 24 additional young-inexperienced drivers participated only in the transference testing session with no training, during which participants were shown novel hazards video clips. Participants responded by pressing a button when they identified a hazard. Eye movement was also tracked using fixations patterns as a proxy to evaluate HP performance. During training, young-inexperienced drivers gradually increased their focus on visible materialized hazards but exhibited no learning curve with respect to hidden hazards. During the learning transference session, both trained groups focused on hazards earlier compared to untrained drivers. These results imply that repetitive training may facilitate HP acquisition among young-inexperienced drivers. Patterns concerning experienced drivers are also discussed.

摘要

最近的证据表明,与经验丰富的驾驶员相比,年轻无经验的驾驶员更有可能发生事故,主要是因为他们的危险感知能力较差。这种技能是随着经验的积累而发展的,并且可以通过训练来提高。我们假设,与任何其他技能一样,危险感知能力是通过内隐学习来发展的。然而,目前的培训方法依赖于刻意学习,即指导年轻无经验的驾驶员寻找他们应该寻找的危险以及它们可能在哪里。在这项探索性研究中,我们研究了一种新的培训程序的有效性,在该程序中,学习者反复暴露于驾驶场景的目标视频剪辑中,这些剪辑嵌入在填充场景中。每个目标视频都包括可见危险、隐藏的物质化危险或隐藏的非物质化危险的场景。23 名年轻无经验的驾驶员和 35 名经验丰富的驾驶员参加了培训课程,随后进行了学习转移测试,另外 24 名年轻无经验的驾驶员仅参加了转移测试,没有接受培训,在测试中,参与者观看了新的危险视频剪辑。当参与者识别出危险时,他们通过按下按钮做出响应。还通过注视模式跟踪眼动,作为评估危险感知性能的替代指标。在培训过程中,年轻无经验的驾驶员逐渐将注意力集中在可见的物质化危险上,但对于隐藏的危险没有学习曲线。在学习转移测试中,两个受过训练的组都比未受过训练的驾驶员更早地关注危险。这些结果表明,重复培训可能有助于年轻无经验的驾驶员获得危险感知能力。还讨论了与经验丰富的驾驶员相关的模式。

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