Development and validation of the Driver Attention Regulation Scale: A measure of the perceived ability to regulation attention on the road

分散注意力 心理学 毒物控制 认知 注意力控制 警惕(心理学) 人为因素与人体工程学 应用心理学 验证性因素分析 认知灵活性 情境伦理学 认知心理学 社会心理学 结构方程建模 计算机科学 环境卫生 医学 机器学习 神经科学
作者
Steven Love,Grégoire S. Larue,Bevan Rowland
出处
期刊:Transportation Research Part F-traffic Psychology and Behaviour [Elsevier BV]
卷期号:102: 199-212 被引量:3
标识
DOI:10.1016/j.trf.2024.02.015
摘要

The ability to regulate attention while driving is a vital skill for remaining safe on the road. However, there is no current self-report method that measures such a construct, potentially limiting research in the area of attention and distraction. This study aimed to develop and validate a new measure, the Driver Attention Regulation Scale (DARS), that can be used to identify how drivers perceive their ability to regulate attention while driving. To achieve this aim, two online surveys were shared with unique samples of Australian drivers. Following the development of an initial item pool, principal components analysis and follow up confirmatory factor analysis were used to test the structure of the items and revealed that three factors emerged: attentional presence (e.g., focus; vigilance), attentional flexibility (e.g., awareness; shifting), and attentional capacity (e.g., processing speed; cognitive resources). Each of the subscales (α = 0.75–0.88) and the total scale (α = 0.87–0.91) exhibited a good internal consistency across the samples. Evidence of external validity was also demonstrated, as the DARS was positively associated with generalised attention regulation measures, and driver confidence, but negatively associated with emotion regulation difficulties, driver stress, and driving errors/lapses. Mediation analyses also indicated that the attentional constructs measured by the DARS may indirectly influence driving behaviours, via their effect on driver stress and confidence. Overall, the DARS has demonstrated promise as a new measure of driving-related attentional skills that can be used in future research to better understand how situational factors may impact drivers' confidence, and also how confidence may influence driving behaviours (e.g., speeding).

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