The effectiveness of driver monitoring systems in mitigating visual distraction depends on secondary task complexity and experience − A driving simulator study

IF 4.4 2区 工程技术 Q1 PSYCHOLOGY, APPLIED Transportation Research Part F-Traffic Psychology and Behaviour Pub Date : 2025-02-01 DOI:10.1016/j.trf.2024.12.008
Ina Koniakowsky , Yannick Forster , Katharina Wiedemann , Frederik Naujoks , Josef F. Krems , Andreas Keinath
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Abstract

Touchscreens that offer various functions to the driver have become an integral part of the user interface in vehicles. To enable the use of these functions while preventing driver distraction, there is a trend towards implementing driver monitoring systems (DMS). DMS detect distraction and warn drivers accordingly. However, there is limited empirical evidence on the effectiveness of DMS in preventing visual distraction. Furthermore, potential interactions with contextual factors like secondary task complexity and task experience are neglected so far. Therefore, the present study investigated the effectiveness of a DMS, based on the Euro NCAP protocol, that issued warnings when long distraction (≥3 s) or visual attention time sharing (≥10  s in a 30  s window) occurred while driving on a highway. Glance behavior of 57 participants was analyzed while performing secondary tasks on an in-vehicle display with varying levels of task complexity and task experience. The effectiveness of the DMS depended on the task complexity and task experience. For more complex tasks, the DMS significantly reduced the number and total duration of glances to the display, but only for inexperienced trials. For experienced trials, no effect of the DMS was found. For less complex tasks, the DMS significantly reduced the duration of single glances and the proportion of long glances at the display, regardless of task experience. The results indicate that the effectiveness of DMS in reducing distraction is not as straightforward as assumed, emphasizing the importance of evaluating DMS in the context of contextual factors to draw accurate conclusions.
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驾驶员监控系统在减轻视觉分心方面的有效性取决于次要任务的复杂性和经验
为驾驶员提供各种功能的触摸屏已经成为汽车用户界面不可或缺的一部分。为了在使用这些功能的同时防止驾驶员分心,有一种趋势是实施驾驶员监控系统(DMS)。DMS检测到分心并相应地警告驾驶员。然而,关于DMS在防止视觉分心方面的有效性的经验证据有限。此外,次要任务复杂性和任务体验等情境因素的潜在交互作用目前还被忽视。因此,本研究调查了基于欧洲NCAP协议的DMS的有效性,该协议在高速公路上驾驶时发生长时间分心(≥3秒)或视觉注意时间分配(30秒窗口内≥10秒)时发出警告。分析了57名参与者在车载显示器上执行不同任务复杂度和任务经验水平的次要任务时的扫视行为。决策管理系统的有效性取决于任务复杂度和任务经验。对于更复杂的任务,DMS显着减少了看显示器的次数和总持续时间,但仅适用于没有经验的试验。在有经验的试验中,没有发现DMS的效果。对于不太复杂的任务,DMS显著减少了单次看屏幕的持续时间和长时间看屏幕的比例,与任务经验无关。结果表明,DMS在减少注意力分散方面的效果并不像想象的那么简单,强调了在情境因素的背景下评估DMS以得出准确结论的重要性。
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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来源期刊
CiteScore
7.60
自引率
14.60%
发文量
239
审稿时长
71 days
期刊介绍: Transportation Research Part F: Traffic Psychology and Behaviour focuses on the behavioural and psychological aspects of traffic and transport. The aim of the journal is to enhance theory development, improve the quality of empirical studies and to stimulate the application of research findings in practice. TRF provides a focus and a means of communication for the considerable amount of research activities that are now being carried out in this field. The journal provides a forum for transportation researchers, psychologists, ergonomists, engineers and policy-makers with an interest in traffic and transport psychology.
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