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分析《韩国医学教育杂志》国际期刊转型后的研究趋势:使用主题建模技术。

Analyzing research trends after the international journal transition of the Korean Journal of Medical Education: using topic modeling techniques.

机构信息

Department of Medical Education, Pusan National University School of Medicine, Busan, Korea.

Department of Medical Education, Gachon University College of Medicine, Incheon, Korea.

出版信息

Korean J Med Educ. 2024 Jun;36(2):137-143. doi: 10.3946/kjme.2024.291. Epub 2024 May 30.

Abstract

PURPOSE

This study aimed to analyze the research trends of the Korean Journal of Medical Education (KJME) since it became an English-language journal.

METHODS

A total of 274 articles published in KJME from 2016 to 2023 were analyzed. All article types were included in the analysis. NetMiner ver. 4.0 (Cyram Inc., Korea) was used for the main keyword and topic modeling analysis.

RESULTS

Of the 274 articles, 170 (62%) and 104 (38%) were by domestic and international authors, respectively. The main keywords with high frequency were "students," "learning," "experience," "pandemic," and "perception." Three topics were derived using topic matching analysis: "residents' perception and attitude of the pandemic," "assessment of learning and achievement," and "learning experiences in the pandemic."

CONCLUSION

Since the shift to English-language journals, medical education research has witnessed an increase in the number of articles published by international authors. Research on postgraduate education has increased. Research topics are relevant to situations such as the coronavirus disease 2019 pandemic. These findings can help researchers select research topics and encourage them to submit their research to the journal.

摘要

目的

本研究旨在分析《韩国医学教育杂志》(KJME)自成为英文期刊以来的研究趋势。

方法

对 2016 年至 2023 年发表在 KJME 的 274 篇文章进行分析。所有文章类型均纳入分析。使用 Cyram Inc.(韩国)的 NetMiner ver. 4.0 进行主要关键词和主题建模分析。

结果

274 篇文章中,国内作者的文章有 170 篇(62%),国际作者的文章有 104 篇(38%)。高频主要关键词为“学生”、“学习”、“经验”、“大流行”和“感知”。使用主题匹配分析得出了三个主题:“住院医师对大流行的感知和态度”、“学习评估和成就”和“大流行期间的学习经历”。

结论

自转为英文期刊以来,医学教育研究的国际作者发表的文章数量有所增加。关于研究生教育的研究有所增加。研究主题与 2019 年冠状病毒病大流行等情况相关。这些发现可以帮助研究人员选择研究课题,并鼓励他们向该期刊提交研究成果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/de1e/11150938/e5c25bc04ff8/kjme-2024-291f1.jpg

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