Design of an Experiment to Pinpoint Cognitive Failure Processes in the Interaction of Motorists and Vulnerable Road Users

Florian Denk, Felix Fröhling, Pascal Brunner, W. Huber, M. Margreiter, K. Bogenberger, R. Kates
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Abstract

Background: Driving in urban traffic requires advanced cognitive skills: perceiving all relevant traffic participants, anticipating their likely trajectories, deciding which action to take, and controlling the vehicle. The underlying perceptual and cognitive processes are subject to occasional failures, which can depend in a complex way on learned heuristics and the cognitive load. Collisions between motor vehicles and vulnerable road users (VRU) in urban traffic remain frequent and have severe consequences. In this article, we study the behavior of drivers of motor vehicles turning right who are required to yield to cyclists riding straight through an intersection. A key potential error process is failure to perceive the cyclist.Methods: We conducted a trial with n = 35 subjects on our closed test track including observations of perceptual actions and gaze control, subject to variations in cognitive load and other factors. The artificial environment of a closed test track and the constraints due to ethical requirements pose challenges to the interpretation of any empirical trial. The current paper focuses on the trial design and on quantification of measurement validity.Results: Summary statistics involving trial features were assessed. Most participants reported that they performed the visual task of checking for cyclists in a manner similar to their behavior in real traffic (whether or not cyclist interactions were expected). The spatial distributions of driver glances to perceive cyclists were evaluated.Conclusion: The realism in this trial despite laboratory conditions may be attributable to ingrained skills and habits of participants. Laboratory trials can help to identify root causes of cognitive errors and ultimately guide efficient and effective deployment of bicycle safety countermeasures.
一个实验的设计,以查明在驾驶者和弱势道路使用者的互动认知失败过程
背景:在城市交通中驾驶需要先进的认知技能:感知所有相关的交通参与者,预测他们可能的轨迹,决定采取何种行动,并控制车辆。潜在的知觉和认知过程偶尔会失败,这可能以一种复杂的方式取决于习得的启发式和认知负荷。在城市交通中,机动车辆与弱势道路使用者(VRU)之间的碰撞仍然频繁,并造成严重后果。在这篇文章中,我们研究了机动车司机右转的行为,他们被要求向直接穿过十字路口的骑自行车的人让路。一个关键的潜在错误过程是无法感知骑车人。方法:我们在封闭的测试轨道上进行了n = 35名受试者的试验,包括观察知觉行为和凝视控制,受认知负荷变化和其他因素的影响。封闭试验轨道的人工环境和伦理要求的约束对任何经验试验的解释都提出了挑战。本文的重点是试验设计和测量效度的量化。结果:对涉及试验特征的汇总统计进行评估。大多数参与者报告说,他们以一种类似于他们在真实交通中的行为的方式执行了检查骑自行车者的视觉任务(无论是否预期骑自行车者的互动)。评估了驾驶员对骑自行车者的视觉空间分布。结论:尽管在实验室条件下,实验中的现实性可能归因于参与者根深蒂固的技能和习惯。实验室试验可以帮助确定认知错误的根本原因,并最终指导高效有效地部署自行车安全对策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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