An analysis of Research Published in the Journal of Korean Academy of Psychiatric and Mental Health Nursing from 2013 to 2022 using Text Network Analysis and Topic Modeling

Eun Joo Kim, Kuem-Sun Han
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Abstract

Purpose: This study aimed to examine research published in the Journal of Korean Academy of Psychiatric and Mental Health Nursing (JKPMHN) from 2013 to 2022.Methods: Descriptive statistics, text network analysis, and topic modeling were used to analyze 368 articles.Results: The most prevalent research designs in the articles published during the past decade were cross-sectional studies (44.6%) and qualitative research (19.2%). The subjects of the included studies were people with mental illnesses (18.7%), nursing students (11.7%), and psychiatric nurses (8.7%). A text network comprised of the keywords from the research abstracts was constructed and presented. The text network analysis identified the main keywords as: “depression”, “family”, “stress”, “intervention”, “life”, “suicide”, “communication”, “alcoholics”, and “experience”. Seven topics were derived through the topic modeling: nursing intervention for mental health problems, nursing research for patients with mental illnesses, the competency of mental health nurses, the meaning derived from life experience, family in mental health, the mental health of nurses, and the mental health of students.Conclusion: This study determined the recent research trends in the JKPMHN. In psychiatric nursing research, efforts should continue to serve as the basis for practice and produce relevant evidence, and research priorities need to be established.
使用文本网络分析和主题建模对2013年至2022年发表在《韩国精神病学和心理健康护理学会杂志》上的研究进行分析
目的:本研究旨在检查2013年至2022年发表在《韩国精神病学与心理健康护理学会杂志》(JKPMHN)上的研究。方法:采用描述性统计、文本网络分析、主题建模等方法对368篇文献进行分析。结果:在过去十年发表的文章中,最常见的研究设计是横断面研究(44.6%)和定性研究(19.2%)。纳入的研究对象为精神疾病患者(18.7%)、护生(11.7%)和精神科护士(8.7%)。构建并提出了一个由研究摘要关键词组成的文本网络。文本网络分析确定的主要关键词是:“抑郁”、“家庭”、“压力”、“干预”、“生活”、“自杀”、“沟通”、“酗酒者”和“体验”。通过主题建模得出七个主题:心理健康问题的护理干预、精神疾病患者的护理研究、心理健康护士的胜任力、生活经验的意义、心理健康中的家庭、护士的心理健康、学生的心理健康。结论:本研究确定了JKPMHN近期的研究趋势。在精神科护理研究中,应继续努力为实践提供基础,并产生相关证据,并确定研究重点。
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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