al-Farabi Kazakh National University, Almaty, Kazakhstan.
University of Central Florida, Orlando, USA.
Hum Factors. 2021 Mar;63(2):254-273. doi: 10.1177/0018720819880058. Epub 2019 Oct 8.
This study tested whether indices of executive control, alertness, and orienting measured with Attention Network Test (ANT) are vulnerable to temporal decrement in performance.
Developing the resource theory of sustained attention requires identifying neurocognitive processes vulnerable to decrement. Executive control processes may be prone to impairment in fatigue states. Such processes are also highlighted in alternative theories. Determining the role of executive control in vigilance can both advance theory and contribute to practical countermeasures for decrement in human factors contexts.
In Study 1, 80 participants performed the standard ANT for an extended duration of about 55 to 60 min. Study 2 (160 participants) introduced manipulations of trial blocking and stimulus degradation intended to increase resource depletion. Reaction time and accuracy measures were analyzed. Subjective stress and workload were assessed in both studies.
In both studies, the ANT induced levels of subjective workload and task disengagement consistent with previous sustained attention studies. No systematic decrement in any performance measure was observed.
Executive control assessed by the ANT is not highly vulnerable to temporal decrement, even when task demands are elevated. Future work should differentiate executive control processes; proactive control may be more implicated in sustained attention decrement than in reactive control.
Designing systems and interfaces to reduce executive control demands may be generally beneficial but will not directly mitigate temporal performance decrement. Enhancing design guidelines and neuroergonomic methods for monitoring operator attention requires further work to identify key neurocognitive processes for decrement.
本研究旨在测试执行控制、警觉和定向的指标是否容易受到表现的时间衰减的影响,这些指标是通过注意力网络测试(ANT)来测量的。
发展持续注意力的资源理论需要确定易受衰减影响的神经认知过程。在疲劳状态下,执行控制过程可能容易受到损害。这些过程在替代理论中也得到了强调。确定执行控制在警觉中的作用不仅可以推进理论,还可以为人类因素背景下的衰减提供实用的对策。
在研究 1 中,80 名参与者进行了标准的 ANT 测试,测试时间延长了约 55 到 60 分钟。研究 2(160 名参与者)引入了试验阻断和刺激降级的操作,旨在增加资源消耗。分析了反应时间和准确性测量。在两项研究中都评估了主观压力和工作负荷。
在两项研究中,ANT 引起的主观工作负荷和任务脱离水平与之前的持续注意力研究一致。没有观察到任何性能测量指标的系统衰减。
通过 ANT 评估的执行控制不易受到时间衰减的影响,即使任务要求提高。未来的工作应该区分执行控制过程;主动控制可能比反应控制更易受到持续注意力衰减的影响。
设计系统和界面以减少执行控制需求可能总体上是有益的,但不会直接缓解时间性能衰减。增强设计指南和神经工效学方法以监测操作员注意力需要进一步工作,以确定关键的神经认知过程的衰减。