Comparative Analysis of the Bibliographic Data Sources Using PubMed, Scopus, Web of Science, and Lens

Alaa Tarazi
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Abstract

Background: Bibliometric analysis is a quantitative tool to evaluate collaboration and the impact of publications within a given field. This study aims to elucidate the methodologies used in different databases for bibliometric analysis, offering a detailed comparison of their pros and cons.  Methods: PubMed, Scopus, Web of Science (WOS), and Lens were used in this comparative study, with search examples of the “University of Jordan” in the period (2019-2023). 2739, 7777, 7518, and 4326 publications were retrieved from these databases, respectively. PubMed has the least number of documents due to its limited scope. Microsoft Excel 2019 and VOSviewer 1.6.20 were used to assess the data analysis. Results: Annual growth was observed across all databases, except for Lens database. The majority of top authors were found to be shared among different databases, with variations in the number of documents, and WOS had the least number of documents per author. The top countries were shared between Scopus and WOS, but there was a substantial difference in the number of citations between WOS and Scopus. In institutions analysis, most were ranked as institute with their department, except in WOS where the results were reported as generalizable to the institute level. Keyword analysis revealed a significant similarity between different databases. Journals distribution also had a great similarity across different databases and variable documents. Conclusion: Researchers should choose a bibliographic database based on their specific needs, considering factors like coverage and accessibility. This study provides a comparative analysis of various databases, including the Lens database.
使用 PubMed、Scopus、Web of Science 和 Lens 对文献数据源进行比较分析
背景:文献计量分析是一种定量工具,用于评估特定领域内的合作情况和出版物的影响力。本研究旨在阐明不同数据库使用的文献计量分析方法,并对其优缺点进行详细比较。 方法:本比较研究使用了 PubMed、Scopus、Web of Science(WOS)和 Lens,并以 "约旦大学 "为检索示例,时间跨度为(2019-2023 年)。从这些数据库中分别检索到 2739、7777、7518 和 4326 篇出版物。由于范围有限,PubMed 的文献数量最少。评估数据分析时使用了 Microsoft Excel 2019 和 VOSviewer 1.6.20。结果除 Lens 数据库外,所有数据库都出现了年度增长。发现大多数顶级作者在不同数据库中共享,文件数量各不相同,而 WOS 中每位作者的文件数量最少。Scopus 和 WOS 都有排名靠前的国家,但 WOS 和 Scopus 的被引次数差别很大。在机构分析中,除 WOS 的结果可推广到研究所层面外,大多数机构都是以研究所及其部门为单位进行排名的。关键词分析表明,不同数据库之间有很大的相似性。期刊分布在不同数据库和可变文献之间也有很大的相似性。结论研究人员应根据自己的具体需求选择书目数据库,同时考虑覆盖面和可访问性等因素。本研究对包括 Lens 数据库在内的各种数据库进行了比较分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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