现实还是幻觉?比较谷歌学术和 Scopus 关于掠夺性期刊的数据

Manjula Wijewickrema
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引用次数: 0

摘要

摘要:本研究比较了与一组在掠夺性期刊上发表过论文的作者相关的两个书目数据库所报告的绩效衡量标准。研究了根据不受控制的书目数据库提供的信息做出决策的可靠性,以支持理性决策。我们选取了在掠夺性期刊上发表论文的作者样本,以比较谷歌学术(GS)和 Scopus 报告的每位作者的研究业绩。比较中使用了文章数量、引用次数和 h 指数。数据分析采用了相关分析、多项式回归、k-均值聚类、显著性检验和简单描述性统计等方法。文章数量、引用次数和 h 指数在两个数据库之间具有很强的相关性。不过,这三个指标在 GS 中都明显高于 Scopus。与真正期刊上发表的文章相比,掠夺性期刊上发表的文章受到的关注较少。我们分别根据 GS 和 Scopus 中的文章数量建立了两个两度多项式模型来推算引用次数。与 GS 相比,Scopus 中的文章数量和引用次数是更可靠的衡量标准。但在 GS 中,h 指数更为可靠。总体而言,Scopus 的稳定性高于 GS。三个绩效指标的综合表现在两个数据库中显示出一定的相似性。目前还没有一项专门针对在掠夺性期刊上发表论文的作者的研究,对其数据在非控制和控制书目数据库中的不同影响进行比较。因此,目前的研究结果可以让我们对这些作者进行合理的评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reality or Illusion: Comparing Google Scholar and Scopus Data for Predatory Journals
abstract:This research compares the performance measures reported by two bibliographic databases relevant to a set of authors who have published in predatory journals. The reliability of decision-making based on the information provided by uncontrolled bibliographic databases is examined to support rational decisions. A sample of authors who published in predatory journals was selected in order to compare each author's research performance as reported by Google Scholar (GS) and Scopus. The number of articles, citations, and h-indices were used for the comparison. Correlation analysis, polynomial regression, k-means clustering, significant tests, and simple descriptive statistics were employed to examine the data. The number of articles, citations, and h-indices correlated strongly between the two databases. However, these three measures were all significantly higher in GS than they were in Scopus. The articles published in predatory journals received less attention as compared to that received by the articles published in genuine journals. Two polynomial models of two degrees were implemented to interpolate the number of citations based on the number of articles in GS and Scopus separately. The number of articles and citations were more reliable measures in Scopus than in GS. However, the h-index was more reliable in GS. Overall, Scopus displayed higher stability than did GS. The combined behavior of the three performance measures showed some resemblance in the two databases. A study that especially focuses on the research performance of authors who published in predatory journals has not yet been compared for the different implications given for their data in uncontrolled and controlled bibliographic databases. Therefore, the findings of the current research let us evaluate such authors rationally.
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