国际研究人员发表的肩袖损伤论文中关键词的聚类分析和可视化

A. A. Vetoshkin, S. S. Gusev, N. V. Vasil’chenko
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A total of 5,444 results were retrieved and relevant bibliographic information was uploaded in “.txt” format into the analytical software VOSviewer 1.6.20.Results and analysis. With the coefficient of determination (R2 = 0.96), the polynomial trend of article dynamics showed an increase in the number of publications. The average annual number of articles was (653 ± 48). With 10 repetitions, 504 keywords were analyzed and combined subsequently into 7 clusters. Cluster 1 was called ‘Trauma and injuries of the rotator cuff and tendons’. It contained 32.9 % of papers, with the total link strength of keywords 30.7 %. Cluster 2 titled ‘Results of arthroscopic reconstruction of rotator cuff injuries contained 27.7 % of papers with a total link strength of 27.5 %. Cluster 3 ‘Anatomy of the shoulder joint’ yielded 17.5 % and 17.4 % respectively; Cluster 4 ‘Biomechanics of the shoulder joint and rotator cuff’ – 7.3 % and 7.8 %; Cluster 5 ‘Postoperative analysis of surgical reconstruction of rotator cuff injuries’ – 7.1 % and 7.5 %; Cluster 6 ‘Surgical approaches (techniques) in the reconstruction of rotator cuff injuries’ – 4.6 % and 4.8 %; Cluster 7 ‘Structural reconstruction of shoulder function following reconstructive surgical of rotator cuff injuries’ – 3.9 % and 4.8 %. Leading authors and research schools were identified as well.Conclusion. 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引用次数: 0

摘要

导言。流行病学研究表明,在日常生活中,肩袖损伤在不同人群中均有发现,在年轻人中占 10%至 15%,而在 60 岁及以上的患者中则高达 20%至 30%。本研究的目的是使用 VOSviewer 软件对有关肩袖损伤的国际出版物中的关键词进行聚类分析和可视化。本研究分析了2013年至2022年期间发表的与肩袖损伤有关的出版物,这些出版物是从PubMed国际参考文献和书目数据库中以 "肩袖损伤 "为搜索查询条件筛选出来的。共检索到 5 444 条结果,并将相关文献信息以".txt "格式上传至分析软件 VOSviewer 1.6.20。根据判定系数(R2 = 0.96),文章动态的多项式趋势显示论文数量在增加。年均文章数量为(653 ± 48)篇。通过 10 次重复,对 504 个关键词进行了分析,随后将其合并为 7 个群组。第 1 组名为 "肩袖和肌腱的创伤和损伤"。该组包含 32.9% 的论文,关键词的总链接强度为 30.7%。第 2 组名为 "肩袖损伤的关节镜重建结果",包含 27.7 % 的论文,总链接强度为 27.5 %。第 3 组 "肩关节解剖 "的论文分别占 17.5 % 和 17.4 %;第 4 组 "肩关节和肩袖的生物力学"--占 7.3 % 和 7.8 %;第 5 组 "肩袖损伤手术重建的术后分析"--占 7.1%和 7.5%;第 6 组 "肩袖损伤重建手术方法(技术)"--4.6%和 4.8%;第 7 组 "肩袖损伤重建手术后肩关节功能的结构重建"--3.9%和 4.8%。此外,还确定了主要作者和研究学校。研究结果有助于深入了解过去 10 年的研究领域,从而为处理外伤性肩袖损伤的科学家和从业人员提供信息支持。
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Cluster analysis and visualization of keywords in papers on rotator cuff injuries published by international investigators
Introduction. Epidemiological studies demonstrate that in everyday life rotator cuff injuries are found in a wide range of population cohorts, varying from 10 to 15 % in younger adults and up to 20–30 % in patients aged 60 years and over. The significance of social and economic effects are therefore noteworthy.The objective of this study is to perform a cluster analysis and visualization of keywords in international publications on rotator cuff injuries using the VOSviewer software.Methods. The study analyzes publications related to rotator cuff injures published from 2013 to 2022 and selected from the PubMed international reference and bibliographic database for ‘Rotator Cuff Injuries’ search query. A total of 5,444 results were retrieved and relevant bibliographic information was uploaded in “.txt” format into the analytical software VOSviewer 1.6.20.Results and analysis. With the coefficient of determination (R2 = 0.96), the polynomial trend of article dynamics showed an increase in the number of publications. The average annual number of articles was (653 ± 48). With 10 repetitions, 504 keywords were analyzed and combined subsequently into 7 clusters. Cluster 1 was called ‘Trauma and injuries of the rotator cuff and tendons’. It contained 32.9 % of papers, with the total link strength of keywords 30.7 %. Cluster 2 titled ‘Results of arthroscopic reconstruction of rotator cuff injuries contained 27.7 % of papers with a total link strength of 27.5 %. Cluster 3 ‘Anatomy of the shoulder joint’ yielded 17.5 % and 17.4 % respectively; Cluster 4 ‘Biomechanics of the shoulder joint and rotator cuff’ – 7.3 % and 7.8 %; Cluster 5 ‘Postoperative analysis of surgical reconstruction of rotator cuff injuries’ – 7.1 % and 7.5 %; Cluster 6 ‘Surgical approaches (techniques) in the reconstruction of rotator cuff injuries’ – 4.6 % and 4.8 %; Cluster 7 ‘Structural reconstruction of shoulder function following reconstructive surgical of rotator cuff injuries’ – 3.9 % and 4.8 %. Leading authors and research schools were identified as well.Conclusion. The results provided an insight into the areas of research over the past 10 years and hence have provided information support for scientists and practitioners dealing with traumatic rotator cuff injuries.
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