人工智能辅助闭环移动护理信息管理对护理质量指标和工作效率的影响
Xing Yuan1, Lihong Zhu1, Kaili Jiang1
1Department of Pediatric Surgery, Anqing Municipal Hospital, Anqing, Anhui Province, 246000, People's Republic of China.
Risk management and healthcare policy
|November 11, 2025
概括
一个人工智能辅助的移动护理系统提高了效率和患者满意度. 这种闭环管理模式增强了床边结算,关键值接收和工作流程完成率,优化了整体护理服务.
科学领域:
- 护理信息学 护理信息学
- 医疗保健中的人工智能
- 健康信息管理 管理健康信息
背景情况:
- 移动护理信息系统对于有效的患者护理至关重要.
- 实施闭环管理模型可以简化护理工作流程.
- 人工智能集成为增强医疗数据分析和决策提供了潜力.
研究的目的:
- 构建和评估一个人工智能辅助的移动护理信息闭环管理模型.
- 评估模型对关键护理指标和患者满意度的影响.
- 利用人工智能提高移动护理系统的早期预警能力.
主要方法:
- 使用了前性前后控制研究设计.
- 分析了模型实施前的3891个案件和模型实施后的3697个案件的数据.
- 人工智能驱动的工具用于数据采集,收集,解释和提前预警增强.
主要成果:
- 床边定居点的完成率从66.16%增加到83.3% (p<0.001).
- 临界值的接收率从51.72%提高到93.55% (p<0.001).
- 护理工作效率显著提高,患者满意度上升至97.65%.
结论:
- 人工智能辅助的移动护理信息闭环管理模型显著提高了护理工作效率.
- 该模型改善了患者体验,并优化了工作流程流程.
- 这种方法有助于更有效和结构化的护理管理系统.
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