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模拟驾驶的认知负荷如何影响听觉注意力的大脑动力学。

How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention.

机构信息

Developmental Neurocognitive Driving Simulation Research Center (DrivSim Lab), Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut.

Child Study Center, Yale University School of Medicine, New Haven, Connecticut.

出版信息

Traffic Inj Prev. 2024;25(sup1):S167-S174. doi: 10.1080/15389588.2024.2373950. Epub 2024 Nov 1.

Abstract

OBJECTIVE

Distracted driving is a primary contributor to for motor vehicle crashes, the leading cause for injuries and fatalities for youth. Although attention and working memory clearly underlie driving abilities, few studies explore these functions on the brain-level under the cognitive load of driving. To understand the load driving has on auditory attention processing, we examined the differences in dynamic brain response to auditory stimuli during LOAD (while driving in a high-fidelity driving simulator) and No-LOAD conditions (seated in simulator, parked on the side of the road).

METHODS

Twenty-seven young adult drivers (18-27 y/o; 15 = women) completed a Selective Auditory Attention Task during both a LOAD (driving) and No-LOAD condition in a ½ cab miniSim high-fidelity driving simulator. During the task, participants responded by pressing the volume control button on the steering wheel when a target tone was presented to a target ear. Electroencephalography-recorded event-related brain responses to the target tones were evaluated through alpha and theta oscillations for two response windows (early: 150-330ms; late: 350-540ms).

RESULTS

During an early time window, we observed a significant interaction between attended/unattended and LOAD/No-LOAD theta power in the right frontal cortical region ((1, 24)= 5.4, =.03, partial =.18). During the later window, we observed a significant interaction between attended/unattended and LOAD/No-LOAD alpha response in the posterior cortical region ((1, 24)=11.81, =.002, partial =.15) and in the right temporal cortical region during the window ((1, 24)=4.3, =.05, partial =.33).

CONCLUSIONS

Our data provide insight into the demand that driving has on cognitive faculties and how dual task engagement may draw resources away from driving. We suggest future research directly incorporate vehicle control abilities into study design to understand how brain-based measures relate to driving behaviors.

摘要

目的

驾驶分神是导致机动车事故的主要原因,也是导致青少年受伤和死亡的主要原因。尽管注意力和工作记忆显然是驾驶能力的基础,但很少有研究在驾驶的认知负荷下探索大脑层面上的这些功能。为了了解驾驶对听觉注意力处理的负荷,我们研究了在 LOAD(在高保真驾驶模拟器中驾驶)和 No-LOAD(坐在模拟器中,停在路边)条件下,听觉刺激的大脑动态反应差异。

方法

27 名年轻成年驾驶员(18-27 岁;15 名=女性)在半封闭迷你 Sim 高保真驾驶模拟器中完成了 LOAD(驾驶)和 No-LOAD 条件下的选择性听觉注意力任务。在任务中,当目标音出现在目标耳中时,参与者通过按下方向盘上的音量控制按钮来做出反应。通过 alpha 和 theta 振荡评估对目标音的事件相关脑反应,两个响应窗口(早期:150-330ms;晚期:350-540ms)。

结果

在早期时间窗口中,我们观察到右额皮质区域的注意力/非注意力和 LOAD/No-LOAD theta 功率之间存在显著的相互作用((1, 24)=5.4,p=.03,偏=0.18)。在较晚的窗口中,我们观察到在后皮质区域((1, 24)=11.81,p=.002,偏=0.15)和右颞皮质区域((1, 24)=4.3,p=.05,偏=0.33)中,注意力/非注意力和 LOAD/No-LOAD alpha 响应之间存在显著的相互作用。

结论

我们的数据提供了对驾驶对认知能力的需求以及双重任务参与如何从驾驶中抽走资源的深入了解。我们建议未来的研究直接将车辆控制能力纳入研究设计,以了解大脑测量值与驾驶行为的关系。

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