The Usability and Experience of Artificial Intelligence‐Based Conversational Agents in Health Education for Cancer Patients: A Scoping Review

心理信息 奇纳 可用性 心理学 梅德林 医学教育 检查表 科克伦图书馆 医疗保健 医学 应用心理学 知识管理 计算机科学 护理部 替代医学 人机交互 心理干预 病理 经济 认知心理学 法学 经济增长 政治学
作者
Kun Li,Siyuan Wu,Ying Zhang,Binbin Zhu,Ziyi Qi,Sijia Hou,Wei Wang
出处
期刊:Journal of Clinical Nursing [Wiley]
被引量:4
标识
DOI:10.1111/jocn.70020
摘要

BACKGROUND: Artificial intelligence-based conversational agents (CAs) have shown transformative potential in healthcare, yet their application in cancer health education has remained underexplored, particularly regarding usability and patients' experiences. Existing reviews lack a dedicated focus on user perspectives, limiting insights into how CAs can be optimised for patient needs. AIM: To explore the usability and experience of artificial intelligence-based conversational agents in health education for cancer from the user perspective. DESIGN: A scoping review was conducted with the Joanna Briggs Institute Scoping Reviews conduct guidance and reported according to the preferred reporting items for systematic reviews and meta-analyses extension for scoping reviews checklist. METHODS: A search was performed in PubMed, Embase, CINAHL, Web of Science, PsycINFO, IEEE Xplore Digital Library and ACM Digital Library from their inception to March 6, 2024. The references to the articles included were also searched. The Pillar Integration Process was employed to chart data. RESULTS: A total of 12 studies were included in this scoping review, which revealed that CAs supported diverse educational contexts, including cancer-related knowledge (41.7%), pretest genetics (33.3%), self-management (16.7%) and psychological skills (8.3%). Three studies reported that patients preferred interactions with multiple options or 'read more' functions. Patients were generally optimistic about the CAs and reported that CAs provided informational, physical, and psychological support for them. However, limitations such as insufficient customisation, lack of empathy, and defects in understanding free-input questions were noted. CONCLUSION: This review demonstrated that CAs are promising complementary tools in cancer education, alleviating healthcare burdens while enhancing patient engagement, which was particularly critical in resource-limited settings. However, clinical implementation requires more rigorous validation of safety protocols and high-quality original studies. RELEVANCE TO CLINICAL PRACTICE: Nurses and policymakers should consider CAs valuable tools to enhance cancer health education, provided that they align with patient needs and institutional safety standards.
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