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静脉输液护士咖啡馆问答板块中输液护理的关键词网络分析

Keyword Network Analysis of Infusion Nursing from Posts on the Q&A Board in the Intravenous Nurses Café.

作者信息

Park Jeong Yun, Lee Jinkyu, Hong Bora

机构信息

Department of Clinical Nursing, University of Ulsan, Seoul, Korea.

AI research & Development, Stellarvision, Seoul, Korea.

出版信息

Healthc Inform Res. 2023 Jan;29(1):75-83. doi: 10.4258/hir.2023.29.1.75. Epub 2023 Jan 31.

Abstract

OBJECTIVES

Portal sites have become places to share queries about performing nursing and obtain expert know-how. This study aimed to analyze topics of interest in the field of infusion nursing among nurses working in clinical settings.

METHODS

In total, 169 user query data were collected from October 5, 2018 to December 25, 2021. This exploratory study analyzed the semantic structure of posts on the nurse question-and-answer board of an infusion nursing-related internet portal by extracting major keywords through text data analysis and conducting term frequency (TF) and term frequency-inverse document frequency (TF-IDF) analysis, N-gram analysis, and CONvergence of iteration CORrelation (CONCOR) analysis. Word cloud visualization was conducted utilizing the "wordcloud" package of Python to provide a visually engaging and concise summary of information about the extracted terms.

RESULTS

"Infusion" was the most frequent keyword and the highest-importance word. "Infusion→line" had the strongest association, followed by "vein→catheter," "line→change," and "peripheral→vein." Three topics were identified: the replacement of catheters, maintenance of the patency of the catheters, and securement of peripheral intravenous catheters, and the subtopics were blood sampling through central venous catheter, peripherally inserted central catheter management, evidence-based infusion nursing, and pediatric infusion nursing.

CONCLUSIONS

These findings indicate that nurses have various inquiries in infusion nursing. It is necessary to re-establish the duties and roles of infusion nurses, and to develop effective infusion nursing training programs.

摘要

目的

门户网站已成为分享护理操作相关问题并获取专业知识的场所。本研究旨在分析临床环境中工作的护士对输液护理领域感兴趣的话题。

方法

共收集了2018年10月5日至2021年12月25日期间的169条用户查询数据。这项探索性研究通过文本数据分析提取主要关键词,并进行词频(TF)和词频逆文档频率(TF-IDF)分析、N-gram分析以及迭代相关收敛(CONCOR)分析,以分析输液护理相关互联网门户网站护士问答板块帖子的语义结构。利用Python的“wordcloud”包进行词云可视化,以提供关于提取术语的信息的直观且简洁的总结。

结果

“输液”是出现频率最高且重要性最高的关键词。“输液→管路”的关联性最强,其次是“静脉→导管”“管路→更换”以及“外周→静脉”。确定了三个主题:导管更换、导管通畅性维护以及外周静脉导管固定,子主题包括中心静脉导管采血、外周静脉中心导管管理、循证输液护理以及儿科输液护理。

结论

这些发现表明护士在输液护理方面有各种疑问。有必要重新确立输液护士的职责和角色,并制定有效的输液护理培训计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e691/9932308/2997fc693c7c/hir-2023-29-1-75f1.jpg

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