Sport Sciences, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Aalborg, Denmark.
Univ. Grenoble Alpes, AGEIS, Grenoble, France.
Sci Rep. 2018 Sep 3;8(1):13148. doi: 10.1038/s41598-018-31577-1.
Fatigue can develop during prolonged computer work, particularly in elderly individuals. This study investigated eye movement characteristics in relation to fatigue development. Twenty young and 18 elderly healthy adults were recruited to perform a prolonged functional computer task while their eye movements were recorded. The task lasted 40 minutes involving 240 cycles divided into 12 segments. Each cycle consisted of a sequence involving memorization of a pattern, a washout period, and replication of the pattern using a computer mouse. The participants rated their perceived fatigue after each segment. The mean values of blink duration (BD) and frequency (BF), saccade duration (SCD) and peak velocity (SPV), pupil dilation range (PDR), and fixation duration (FD) along with the task performance based on clicking speed and accuracy, were computed for each task segment. An increased subjective evaluation of fatigue suggested the development of fatigue. BD, BF, and PDR increased whereas SPV and SCD decreased over time in the young and elderly groups. Longer FD, shorter SCD, and lower task performance were observed in the elderly compared with the young group. The present findings provide a viable approach to develop a computational model based on oculometrics to track fatigue development during computer work.
长时间使用电脑可能会导致疲劳,特别是在老年人中。本研究旨在探讨眼动特征与疲劳发展的关系。我们招募了 20 名年轻健康成年人和 18 名老年健康成年人,让他们在执行长时间的功能性电脑任务的同时记录他们的眼动。任务持续 40 分钟,共 240 个周期,分为 12 个阶段。每个周期包括一系列记忆模式、冲洗期和使用电脑鼠标复制模式的过程。参与者在每个阶段后对他们的感知疲劳进行评分。我们计算了每个任务阶段的眨眼持续时间(BD)和频率(BF)、扫视持续时间(SCD)和峰值速度(SPV)、瞳孔扩张范围(PDR)和注视持续时间(FD)的平均值,以及基于点击速度和准确性的任务绩效。在年轻组和老年组中,随着时间的推移,BD、BF 和 PDR 增加,而 SPV 和 SCD 减少。与年轻组相比,老年组的 FD 更长、SCD 更短、任务绩效更低。本研究结果为开发基于眼动的计算模型来跟踪电脑工作期间的疲劳发展提供了一种可行的方法。