一个文本挖掘和网络分析主要的护理研究期刊的主题和趋势
Beratiye Oner1, Orhan Hakli2, Ferhat D Zengul3,4,5
1Department of Nursing, Faculty of Health Sciences, Lokman Hekim University, Ankara, Turkey.
Nursing open
|January 25, 2024
概括
护理研究的文本挖掘揭示了关键趋势. 定性研究和先进实践正在下降,而护士满意度,倦怠和实践环境是高度相关的重要研究领域.
科学领域:
- 护理研究 护理研究
- 文本挖掘 (Text Mining) 是一个很好的方法.
- 图书统计学 图书统计学
背景情况:
- 了解护理研究主题的演变对于识别新兴趋势和研究差距至关重要.
- 文本挖掘为分析大量非结构化数据提供了强大的方法,例如研究摘要.
研究的目的:
- 确定护理领域的主要主题.
- 分析随着时间的推移在护理研究中不断变化的观点和趋势.
- 利用文本挖掘方法来全面分析主要的护理研究期刊.
主要方法:
- 采用了四阶段文本挖掘和网络分析方法.
- 从1998年至2021年间出版的六个主要护理期刊收集了数据.
- 文本分析涉及15085个引用的自动和手动操作,使用专用软件进行分析和可视化.
主要成果:
- 确定了18个受试者,分为研究方法和护理研究主题.
- 关键主题包括定性研究,概念分析,先进实践 (下降趋势),文献搜索,统计分析,随机对照试验,定量研究,护士实践环境,风险评估和护理科学.
- 网络分析强调了护理满意度,倦怠和护士实践环境之间的强烈相关性,占人体的10%.
结论:
- 文本挖掘为护理研究的现状和趋势提供了宝贵的见解.
- 这些发现可以帮助研究人员识别研究缺口,并规划未来的研究议程.
- 这项研究提高了对护理科学和实践不断变化的景观的认识.
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