11238 American University of Beirut, Lebanon.
Hum Factors. 2022 Nov;64(7):1168-1180. doi: 10.1177/0018720821990487. Epub 2021 Feb 8.
To use eye tracking to understand the effects of interruptions in different workload conditions as part of a monitoring and change detection task.
Interruptions are detrimental to performance in complex, multitasking domains. There is a need for better display design techniques that help users overcome interruptions regardless of their workload level. This requires understanding a user's attentional state immediately after an interruption in order to determine what type of display adjustments are most suitable.
An emergency dispatching simulator was developed with a visual primary task and auditory interruptive task. Two levels of workload were induced by varying the number of emergency vehicles to monitor for changes and the rate of changes to monitor. Eye tracking, performance, and subjective measures (NASA-Task Load Index) were collected and analyzed for 41 participants.
As expected, high workload interacted with interruptions to further degrade primary task performance and alter participants' attention allocation immediately after the interruption. Participants in the high workload condition had more narrowed, slower scan patterns immediately after the interruption as compared to before the interruption, as evidenced by lower scanpath length per second and mean saccade amplitude. However, this change was not observed in low workload.
High workload modulates the effects of interruptions on performance and eye movements. Users in the high workload condition struggle to quickly scan the display in the seconds following an interruption.
The results can provide insight into the type of display adjustments needed right after an interruption in a high-workload environment.
使用眼动追踪技术来了解不同工作负荷条件下中断的影响,这是监测和变化检测任务的一部分。
在复杂的多任务领域,中断会对性能产生不利影响。需要更好的显示设计技术,帮助用户克服中断,而不考虑其工作负荷水平。这需要在中断后立即了解用户的注意力状态,以便确定哪种类型的显示调整最适合。
开发了一个带有视觉主要任务和听觉中断任务的紧急调度模拟器。通过改变要监控的紧急车辆数量和要监控的变化率,来产生两种工作负荷水平。对 41 名参与者进行了眼动追踪、绩效和主观测量(NASA 任务负荷指数)的收集和分析。
正如预期的那样,高工作负荷与中断相互作用,进一步降低了主要任务的绩效,并在中断后立即改变了参与者的注意力分配。与中断前相比,高工作负荷条件下的参与者在中断后立即出现了更狭窄、更缓慢的扫视模式,表现为每秒扫视路径长度和平均眼跳幅度降低。然而,在低工作负荷条件下,没有观察到这种变化。
高工作负荷调节了中断对绩效和眼动的影响。高工作负荷条件下的用户在中断后几秒钟内很难快速扫视显示。
研究结果可以深入了解在高工作负荷环境中中断后需要进行的显示调整类型。