隐形出版物:科学网数据库中的学术生产力研究

Eliandro Schvirck, Caroline Lievore, P. Rubbo, José Roberto Herrera Cantorani, Luiz Aberto Pilatti
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引用次数: 0

摘要

本研究旨在概述 2017 年至 2021 年期间被 Web of Science 数据库收录的未被引用或极少被引用文章的概况。我们采用分层随机抽样的方法,从 14425 种期刊中抽取了 373 种期刊作为研究样本。因变量定义为引用次数,自变量为JCR指数、成熟度、四分位数、发表语言以及研究是否获得资助。根据研究领域和变量使用描述性统计来描述样本的特征。我们使用负二项回归法来估计哪些变量会影响样本中文章的引用次数。我们发现,在构成研究语料库的 256524 篇文章中,有 39469 篇文章(15.39%)未被引用,91963 篇文章(35.85%)最多被引用四次。对引用次数估计值有积极影响的变量是成熟度(0.481)、JCR 指数(0.159)和经费(0.020),而四分位数(-0.170)和语言(-1.032)对引用次数有消极影响。我们的结论是,学术生产主义的压力造成了一种恶性循环,在这种恶性循环中,在争夺编辑空间的过程中,研究成果的引用是以其排名为基础的,排名靠前的四分位数期刊的文章更容易被引用。
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Invisible Publications: A Study of Academic Productivity in the Web of Science Database
The present study aims to outline the profile of uncited or rarely cited articles indexed in the Web of Science database between 2017 and 2021. We used stratified random sampling of 14,425 journals to extract our study sample of 373 journals. The dependent variable was defined as the number of citations, with independent variables being the JCR index, maturity, quartile, language of publication, and whether the research was funded. Descriptive statistics were used to characterize the sample according to field of research and variable. A negative binomial regression method was used to estimate which variables influence the number of citations received by articles in the sample. We found that of the 256,524 articles that make up the research corpus, 39,469 (15.39%) received no citations and 91,963 articles (35.85%) received up to four citations. The variables that positively influenced estimates of the number of citations were maturity (0.481), JCR index (0.159), and funding (0.020), while quartile (-0.170) and language (-1.032) had a negative influence on number of citations. We conclude that the pressures of academic productivism create a vicious cycle in which studies are referenced based on their ranking in the struggle for privileged editorial space, with articles in higher quartile journals being more prone to citation.
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