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护理领域人工智能的发展趋势:对护理管理的影响

Trends in artificial intelligence in nursing: Impacts on nursing management.

作者信息

Chang Ching-Yi, Jen Hsiu-Ju, Su Wen-Song

机构信息

School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan.

Department of Nursing, Taipei Medical University-Shuang Ho Hospital, New Taipei, Taiwan.

出版信息

J Nurs Manag. 2022 Nov;30(8):3644-3653. doi: 10.1111/jonm.13770. Epub 2022 Aug 25.

Abstract

OBJECTIVE

To investigate the academic use of artificial intelligence (AI) in nursing.

BACKGROUND

A bibliometric analysis combined with the VOSviewer software quantification method has been utilized for a literature analysis. In recent years, this approach has attracted the interest of scholars in various research fields. Thus far, there is no publication using bibliometric analysis combined with the VOSviewer software to analyse the applications of AI in nursing.

METHOD

A bibliometric analysis methodology was used to search for relevant articles published between 1984 and March 2022. Six databases, Embase, Scopus, PubMed, CINAHL, WoS and MEDLINE, were included to identify relevant studies, and data such as the year of publication, journals, country, institutional source, field and keywords were analysed.

RESULTS

Most relevant articles were published from institutions in the United States. The League of European Research Universities has published most research studies that use AI and nursing. Scholars have mainly focused on nursing, medical informatics, computer science AI, healthcare sciences services and physics particles fields. Commonly used keywords were machine learning, care, AI, natural language processing, prediction and nurse.

CONCLUSION

Research articles were mainly published in Nurse Education Today. Research topics such as AI-assisted medical recording and medical decision making were also identified. According to this study, AI in nursing has the potential to attract more attention from researchers and nursing managers. Additional high-quality research beyond the scope of medical education, as well as on cross-domain collaboration, is warranted to explore the acceptability and effective implementation of AI technologies.

IMPLICATIONS FOR NURSING MANAGEMENT

This study provides scholars and nursing managers with structured information regarding the use of AI in nursing based on scientific and technological developments across different fields and institutions. The application of AI can improve nursing management, nursing quality, safety management and team communication, as well as encourage future international collaboration.

摘要

目的

探讨人工智能(AI)在护理领域的学术应用。

背景

文献计量分析结合VOSviewer软件量化方法已被用于文献分析。近年来,这种方法吸引了各个研究领域学者的关注。迄今为止,尚无使用文献计量分析结合VOSviewer软件来分析AI在护理领域应用的出版物。

方法

采用文献计量分析方法搜索1984年至2022年3月期间发表的相关文章。纳入了六个数据库,即Embase、Scopus、PubMed、CINAHL、WoS和MEDLINE,以识别相关研究,并对发表年份、期刊、国家、机构来源、领域和关键词等数据进行分析。

结果

大多数相关文章由美国的机构发表。欧洲研究型大学联盟发表了最多使用AI和护理的研究。学者们主要关注护理、医学信息学、计算机科学AI、医疗保健科学服务和物理粒子领域。常用关键词有机器学习、护理、AI、自然语言处理、预测和护士。

结论

研究文章主要发表在《今日护理教育》上。还确定了AI辅助医疗记录和医疗决策等研究主题。根据本研究,护理领域的AI有潜力吸引更多研究人员和护理管理人员的关注。有必要开展超出医学教育范围以及跨领域合作的高质量研究,以探索AI技术的可接受性和有效实施。

对护理管理的启示

本研究基于不同领域和机构的科技发展,为学者和护理管理人员提供了关于AI在护理领域应用的结构化信息。AI的应用可以改善护理管理、护理质量、安全管理和团队沟通,并促进未来的国际合作。

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