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认知疲劳的客观评估：一项文献计量分析

Objective assessment of cognitive fatigue: a bibliometric analysis.

作者信息

Han Jia-Cheng, Bai Ke, Zhang Chi, Liu Na, Yang Guan, Shang Yu-Xuan, Song Jia-Jie, Su Dan, Hao Yan, Feng Xiu-Long, Li Si-Rui, Wang Wen

机构信息

Department of Radiology, Functional and Molecular Imaging Key Lab of Shaanxi Province, The Second Affiliated Hospital of Air Force Medical University, Xi'an, Shaanxi, China.

出版信息

Front Neurosci. 2024 Nov 1;18:1479793. doi: 10.3389/fnins.2024.1479793. eCollection 2024.

DOI:10.3389/fnins.2024.1479793
PMID:39554851
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11566139/
Abstract

AIM

The objective of this study was to gain insight into the nature of cognitive fatigue and to identify future trends of objective assessment techniques in this field.

METHODS

One thousand and eighty-five articles were retrieved from the Web of Science Core Collection database. R version 4.3.1, VOSviewer 1.6.20, CiteSpace 6.2.R4, and Microsoft Excel 2019 were used to perform the analysis.

RESULTS

A total of 704 institutes from 56 countries participated in the relevant research, while the People's Republic of China contributed 126 articles and was the leading country. The most productive institute was the University of Gothenburg. Johansson Birgitta from the University of Gothenburg has posted the most articles ( = 13). The PLOS ONE published most papers ( = 38). The Neurosciences covered the most citations ( = 1,094). A total of 3,116 keywords were extracted and those with high frequency were mental fatigue, performance, quality-of-life, etc. Keywords mapping analysis indicated that cognitive fatigue caused by continuous work and traumatic brain injury, as well as its rehabilitation, have become the current research trend. The most co-cited literature was published in Sports Medicine. The strongest citation burst was related to electroencephalogram (EEG) event-related potential and spectral power analysis.

CONCLUSION

Publication information of related literature on the objective assessment of cognitive fatigue from 2007 to 2024 was summarized, including country and institute of origin, authors, and published journal, offering the current hotspots and novel directions in this field.

摘要

目的

本研究的目的是深入了解认知疲劳的本质，并确定该领域客观评估技术的未来趋势。

方法

从科学网核心合集数据库中检索到1085篇文章。使用R版本4.3.1、VOSviewer 1.6.20、CiteSpace 6.2.R4和Microsoft Excel 2019进行分析。

结果

来自56个国家的704家机构参与了相关研究，其中中华人民共和国贡献了126篇文章，是领先国家。产出最多的机构是哥德堡大学。哥德堡大学的约翰松·比吉塔发表的文章最多（=13篇）。《公共科学图书馆·综合》发表的论文最多（=38篇）。神经科学领域的被引次数最多（=1094次）。共提取了3116个关键词，高频关键词有精神疲劳、表现、生活质量等。关键词映射分析表明，持续工作和创伤性脑损伤引起的认知疲劳及其康复已成为当前的研究趋势。被共同引用最多的文献发表在《运动医学》杂志上。最强的引用爆发与脑电图（EEG）事件相关电位和频谱功率分析有关。

结论

总结了2007年至2024年认知疲劳客观评估相关文献的发表信息，包括来源国家和机构、作者以及发表期刊，提供了该领域当前的热点和新方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/d108ff0753f4/fnins-18-1479793-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/e08f0b758d65/fnins-18-1479793-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/060f3240028f/fnins-18-1479793-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/21d346d3ff78/fnins-18-1479793-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/06a495e20f1b/fnins-18-1479793-g008.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/d108ff0753f4/fnins-18-1479793-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/e08f0b758d65/fnins-18-1479793-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/023c09017fd4/fnins-18-1479793-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/cddd285f61b2/fnins-18-1479793-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/0bc9ed075949/fnins-18-1479793-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/8768e9470298/fnins-18-1479793-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/060f3240028f/fnins-18-1479793-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/21d346d3ff78/fnins-18-1479793-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/06a495e20f1b/fnins-18-1479793-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/aaf0b40885c6/fnins-18-1479793-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/3c23733d82d7/fnins-18-1479793-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/e210edb40ed1/fnins-18-1479793-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7d5/11566139/d108ff0753f4/fnins-18-1479793-g012.jpg

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本文引用的文献

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The ebb and flow of cognitive fatigue.认知疲劳的起伏
Trends Cogn Sci. 2023 Dec;27(12):1109-1110. doi: 10.1016/j.tics.2023.09.007. Epub 2023 Oct 14.
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Mental workload profile and its relationship with presenteeism, absenteeism and job performance among surgeons: The mediating role of occupational fatigue.
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Self-Attentive Channel-Connectivity Capsule Network for EEG-Based Driving Fatigue Detection.基于 EEG 的驾驶疲劳检测的自注意通道连接胶囊网络。
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