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对《护理研究与教育杂志》(2010-2020 年)中科学共同体形成的分析及其学科影响力:一种从文献计量分析、网络分析和自然语言处理角度的方法。

Analysis of the Formation of Scientific Communities in the Journal Research and Education in Nursing (2010 - 2020) and its Disciplinary Influence: an Approach from Bibliometric Analysis, Network Analysis, and Natural Language Processing.

机构信息

Philosopher, Master in Sociology. Professor at Universidad de Antioquia, Colombia.

出版信息

Invest Educ Enferm. 2024 Jun;42(2). doi: 10.17533/udea.iee.v42n2e12.

Abstract

OBJECTIVE

This work sought to identify the academic communities that have shown interest and participation in the Journal Research and Education in Nursing and analyze the scientific impact generated by said journal.

METHODS

A bibliometric analysis was carried out, as well as social network analysis and techniques of natural language processing to conduct the research. The data was gathered and analyzed during a specific study period, covering from 2010 - 2020, for articles published in the journal, and 2010 - 2022, for articles that cited the journal within Scopus. These methods permitted performing an exhaustive evaluation of the journal's influence and reach in diverse academic and geographic contexts.

RESULTS

During the analysis, it was noted that the journal Research and Education in Nursing has had significant influence in academic and scientific communities, both nationally and internationally. Collaboration networks were detected among diverse institutions and countries, which indicates active interaction in the field of nursing research. In addition, trends and emerging patterns were identified in this field, providing a more complete view of the discipline's evolution.

CONCLUSION

Based on the results obtained, it is concluded that the journal Research and Education in Nursing has played un fundamental role in disseminating knowledge and promoting research in nursing. The combination of Bibliometric metrics, social network analysis, and natural language processing permitted utmost comprehension of its impact in the scientific and academic community globally.

摘要

目的

本研究旨在确定对《护理学研究与教育》杂志表现出兴趣并参与其中的学术团体,并分析该杂志产生的科学影响。

方法

开展了文献计量学分析、社会网络分析和自然语言处理技术研究。数据是在特定的研究期间收集和分析的,涵盖了 2010 年至 2020 年发表在该杂志上的文章,以及 2010 年至 2022 年引用 Scopus 中该杂志的文章。这些方法允许在不同的学术和地理背景下对该杂志的影响力和覆盖范围进行全面评估。

结果

在分析过程中,注意到《护理学研究与教育》杂志在国内外学术界和科学界都具有重要的影响力。在不同的机构和国家之间检测到了合作网络,这表明在护理研究领域有积极的互动。此外,还确定了该领域的趋势和新兴模式,为该学科的发展提供了更全面的视角。

结论

基于所获得的结果,可以得出结论,《护理学研究与教育》杂志在传播知识和促进护理研究方面发挥了重要作用。文献计量指标、社会网络分析和自然语言处理的结合,使我们能够最大限度地理解该杂志在全球科学界和学术界的影响力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b7c4/11297466/923c67cc2ae2/2216-0280-iee-42-02-e12-gf1.jpg

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