An Analysis of the Factors with Influence on Scientometric Indicators of Researchers from Pedagogical Universities of Ukraine

K. Akbash, N. Pasichnyk, R. Rizhniak
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Abstract

The article is devoted to a scientometric study of pedagogical universities of Ukraine, involving an analysis of the influence of external and internal factors on the scientometric indicators of researchers from this category of universities, which data were extracted from the scientometric Scopus database. The authors selected seventeen universities forming the population of Ukrainian pedagogical universities which profiles are presented in this database. The following variables were used as external factors: the number of years since the university founding, the number of doctors and candidates of sciences, the population of the city where the university is located. The characteristics of the indexed scientific publications were chosen as the internal factors of influence: the number of authors of each article included in the h-index (one author, 2 to 5 authors, more than 5 authors); type of access to the article (open or closed); “age” of the article; article funding (available or absent); quartile of the journal in which the article is published. All the involved computations were made by the authors in the statistical package SPSS. To identify the impact of external factors on the scientometric indicators of the pedagogical universities, the authors calculated pair correlation coefficients of factor variables with Hirsch index. The impact of internal factors was determined by a series of single-factor analyses of variance, to identify their impact on citation rates of the articles included in the nuclei of h-indexes of universities. The calculated Spearman correlation coefficients between the h-index and the factor variables suggest that there is no significant correlation between the external factors and Hirsch index. That is, none of these external factors affect the scientometric indicators of the pedagogical universities. A series of single-factor analyses of variance showed that the formation of the core h-index of the pedagogical universities was significantly influenced by the internal factors “availability of funding for a particular publication”, “journal’s quartile” and “article’s age”. But an impact of the factors “number of the article’s authors” and “open access to the article” on the formation of the core h-index of the pedagogical universities was not found.
乌克兰师范大学研究人员科学指标的影响因素分析
本文致力于乌克兰师范大学的科学计量学研究,包括分析外部和内部因素对这类大学研究人员科学计量指标的影响,数据取自科学计量学Scopus数据库。作者选择了17所大学构成乌克兰教育大学的人口,这些大学的概况列在这个数据库中。以下变量被用作外部因素:大学成立以来的年数,博士和理科候选人的数量,大学所在城市的人口。选取被索引科学出版物的特点作为内部影响因素:h-index中每篇文章的作者数量(1位作者、2 ~ 5位作者、5位以上作者);进入物品的通道类型(打开或关闭);文章的“年龄”;文章资助(可用或不存在);发表文章的期刊的四分位数。所涉及的计算均由作者在SPSS统计软件包中完成。为了确定外部因素对师范院校科学计量指标的影响,作者利用Hirsch指数计算了因子变量的成对相关系数。内部因素的影响是通过一系列单因素方差分析来确定的,以确定它们对大学h指数核心文章被引率的影响。计算出的h指数与因子变量之间的Spearman相关系数表明,外部因子与Hirsch指数之间不存在显著相关。也就是说,这些外部因素都不影响师范院校的科学计量指标。一系列单因素方差分析表明,师范院校核心h指数的形成受到“特定出版物的可获得性”、“期刊的四分位数”和“文章的年龄”等内部因素的显著影响。但没有发现“文章作者数”和“文章开放获取”这两个因素对师范院校核心h指数形成的影响。
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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