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复杂系统中基于人的心理负荷动态变化

Human-based dynamics of mental workload in complicated systems.

作者信息

Jafari Mohammad-Javad, Zaeri Farid, Jafari Amir H, Payandeh Najafabadi Amir T, Hassanzadeh-Rangi Narmin

机构信息

Department of Occupational Health and Safety Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Proteomics Research Center and Department of Biostatistics, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

出版信息

EXCLI J. 2019 Jul 11;18:501-512. doi: 10.17179/excli2019-1372. eCollection 2019.

Abstract

As a dynamic system in which different factors affect human performance via dynamic interactions, mental workload needs a dynamic measure to monitor its factors and evidence in a complicated system, an approach that is lacking in the literature. The present study introduces a system dynamics-based model for designing feedback mechanisms related to the mental workload through literature review and content analysis of the previous studies. A human-based archetype of mental workload was detected from the data collection process. The archetype is presented at various stages, including dynamic theory, behavior over time, leverage points and model verification. The real validation of the dynamic model was confirmed in an urban train simulator. The dynamic model can be used to analyze the long-term behavior of the mental workload. Decision-makers can benefit from the developed archetypes in evaluating the dynamic impact of their decisions on accident prevention in the complicated systems.

摘要

作为一个不同因素通过动态交互影响人类绩效的动态系统,心理负荷需要一种动态测量方法来监测其在复杂系统中的因素和证据,而这是文献中所缺乏的一种方法。本研究通过对以往研究的文献综述和内容分析,引入了一种基于系统动力学的模型,用于设计与心理负荷相关的反馈机制。从数据收集过程中检测到了一个基于人的心理负荷原型。该原型在各个阶段呈现,包括动态理论、随时间的行为、杠杆点和模型验证。在城市列车模拟器中证实了动态模型的实际有效性。该动态模型可用于分析心理负荷的长期行为。决策者可以从所开发的原型中受益,以评估他们的决策对复杂系统中事故预防的动态影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/039e/6694705/76531133f1bf/EXCLI-18-501-g-001.jpg

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