基于知识图的痴呆症护理智能推系统的可用性评估:混合方法研究研究
Minmin Leng1,2, Yue Sun2, Ce Li3
1Department of Nursing, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.
Journal of medical Internet research
|September 26, 2023
概括
这项研究发现,痴呆症护理智能推系统 (DCIRS) 是可用的,并满足痴呆症患者和护理人员的个性化需求. 未来的更新将重点关注护理人员的建议,以进一步加强系统.
科学领域:
- 医疗保健中的人工智能
- 人与计算机的交互
- 老年学是一门学科.
背景情况:
- 基于知识图的推系统显示了个性化痴呆症护理的前景.
- 对于痴呆症患者和护理人员来说,这种系统的可用性尚未得到充分证实.
研究的目的:
- 评估基于知识图的痴呆症护理智能推系统 (DCIRS) 的可用性.
主要方法:
- 采用了融合混合方法设计,从56名护理人员收集了定量和定性数据.
- 在2周的试验后,使用计算机系统可用性问卷和半结构面试来评估可用性.
- 使用描述性统计数据分析了定量数据,并通过诱导性主题分析对定性数据进行了分析.
主要成果:
- 发现DCIRS易于使用,平均可用性得分为2.14.
- 护理人员认为该系统的内容是专业的,可以理解的,有教训的,满足个性化的需求.
- 需要改进的领域包括加强专业人员和护理人员的互动,以及额外的支持/资源建议.
结论:
- DCIRS为个性化的痴呆症护理提供了可行的解决方案,有可能改善健康结果.
- 基于护理人员反的系统优化建议用于未来的代.
- 需要进一步评估更新系统的应用影响.
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