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分心驾驶者的行驶速度自我调节:驾驶员行为适应理论的应用

Self-regulation of driving speed among distracted drivers: An application of driver behavioral adaptation theory.

作者信息

Oviedo-Trespalacios Oscar, Haque Md Mazharul, King Mark, Washington Simon

机构信息

a Queensland University of Technology (QUT), Centre for Accident Research and Road Safety-Queensland (CARRS-Q), Faculty of Health , Kelvin Grove , Queensland , Australia.

b Queensland University of Technology (QUT), Civil Engineering and Built Environment, Science and Engineering Faculty , Brisbane , Queensland , Australia.

出版信息

Traffic Inj Prev. 2017 Aug 18;18(6):599-605. doi: 10.1080/15389588.2017.1278628. Epub 2017 Jan 17.

Abstract

OBJECTIVE

The adaptive behavior of mobile phone-distracted drivers has been a topic of much discussion in the recent literature. Both simulator and naturalistic studies suggest that distracted drivers generally select lower driving speeds; however, speed adaptation is not observed among all drivers, and the mechanisms of speed selection are not well understood. The aim of this research was to apply a driver behavioral adaptation model to investigate the speed adaptation of mobile phone-distracted drivers.

METHODS

The speed selection behavior of drivers was observed in 3 phone conditions including baseline (no conversation) and hands-free and handheld phone conversations in a high-fidelity driving simulator. Speed adaptation in each phone condition was modeled as a function of secondary task demand and self-reported personal/psychological characteristics with a system of seemingly unrelated equations (SURE) accounting for potential correlations due to repeated measures experiment design.

RESULTS

Speed adaptation is similar between hands-free and handheld phone conditions, but the predictors of speed adaptation vary across the phone conditions. Though perceived workload of secondary task demand, self-efficacy, attitude toward safety, and driver demographics were significant predictors of speed adaptation in the handheld condition, drivers' familiarity with the hands-free interface, attitude toward safety, and sensation seeking were significant predictors in the hands-free condition. Drivers who reported more positive safety attitudes selected lower driving speeds while using phones.

CONCLUSION

This research confirmed that behavioral adaptation models are suitable for explaining speed adaptation of mobile phone distracted drivers, and future research could be focused on further theoretical refinement.

摘要

目的

手机分心驾驶的适应性行为在近期文献中一直是备受讨论的话题。模拟器研究和自然主义研究均表明,分心驾驶的司机通常会选择较低的行驶速度;然而,并非所有司机都会出现速度适应情况,且速度选择机制尚未得到充分理解。本研究的目的是应用一种驾驶员行为适应模型来探究手机分心驾驶司机的速度适应情况。

方法

在高保真驾驶模拟器中,观察司机在3种手机使用情况下的速度选择行为,包括基线情况(无通话)、免提通话和手持电话通话。每种手机使用情况下的速度适应情况被建模为次要任务需求以及自我报告的个人/心理特征的函数,并使用一组看似不相关的方程(SURE)来考虑重复测量实验设计导致的潜在相关性。

结果

免提通话和手持电话通话情况下的速度适应情况相似,但速度适应的预测因素在不同手机使用情况下有所不同。虽然在手持电话情况下,次要任务需求的感知工作量、自我效能感、对安全的态度以及驾驶员人口统计学特征是速度适应的显著预测因素,但在免提通话情况下,驾驶员对免提界面的熟悉程度、对安全的态度以及寻求刺激是显著预测因素。报告对安全态度更积极的司机在使用手机时会选择较低的行驶速度。

结论

本研究证实行为适应模型适用于解释手机分心驾驶司机的速度适应情况,未来研究可聚焦于进一步的理论完善。

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