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医疗保健中精神负荷的眼动测量研究:在使用健康信息系统时,瞳孔扩张能否反映疲劳或过载?

Investigation of eye movement measures of mental workload in healthcare: Can pupil dilations reflect fatigue or overload when it comes to health information system use?

机构信息

Faculty of Health Care, Niederrhein University of Applied Sciences, Krefeld, Germany.

Faculty of Health Care, Niederrhein University of Applied Sciences, Krefeld, Germany.

出版信息

Appl Ergon. 2024 Jan;114:104150. doi: 10.1016/j.apergo.2023.104150. Epub 2023 Nov 1.

Abstract

The use of health information systems (HIS) can result in high workloads and, consequently, poor performance characterized by e.g. increased occurrence of errors among clinicians. Pupillometry offers a good possibility to measure mental workload in a dynamic work setting. Currently, there is a lack of empirical research in the context of healthcare settings. Therefore, the aim of the present study was to examine whether specific eye movement measures are suitable for measuring mental workload in the healthcare setting, especially when working with HIS. 49 persons participated in our simulation-lab study. They had to complete a system-related task as well as an increasing n-back task. Both tasks were modified regarding task difficulty. Results show significant differences for objective and subjective workload measures between increasing task levels. There are also hints for an overload/fatigue indicator in pupil data. Our results are limited in terms of external validity, causality and effects. Future work should focus on high-fidelity simulations and less time-consuming analysis approaches.

摘要

健康信息系统(HIS)的使用可能会导致高工作量,从而导致绩效下降,例如临床医生的错误发生率增加。瞳孔测量提供了一种在动态工作环境中测量心理工作量的好方法。目前,医疗保健环境中缺乏实证研究。因此,本研究的目的是检验特定的眼动测量是否适合测量医疗保健环境中的心理工作量,特别是在使用 HIS 时。49 人参加了我们的模拟实验室研究。他们必须完成一个与系统相关的任务和一个递增 n 回任务。这两个任务都针对任务难度进行了修改。结果表明,在增加的任务水平下,客观和主观的工作负荷测量存在显著差异。瞳孔数据也有过载/疲劳指标的迹象。我们的结果在外部有效性、因果关系和效果方面存在局限性。未来的工作应该侧重于高保真模拟和更耗时的分析方法。

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