临床决策支持系统用于临床护士对护士到患者分配的决策:一个范围审查
1College of Nursing, Keimyung University.
Studies in health technology and informatics
|August 8, 2025
概括
临床决策支持系统 (CDSS) 和优化模型可以改善护士对患者的分配. 这些系统提高了工作负载分配,护理效率和护士满意度,超越了手工流程.
科学领域:
- 护理信息学 护理信息学
- 运营研究 运营研究
- 医疗保健管理健康管理
背景情况:
- 护士到病人分配 (NPA) 过程对于以患者为中心的护理至关重要,但通常是复杂的,手动管理.
- 手动NPA依赖于负责护士的决定,这可能是挑战优化所有因素.
研究的目的:
- 对临床决策支持系统 (CDSS) 和对NPA流程应用的优化模型进行范围审查.
- 确定NPA中CDSS的优化技术和关键考虑因素.
主要方法:
- 根据阿克西和奥马利框架进行范围审查.
- 从6,918个记录中对16项研究进行了系统的搜索和纳入.
- 分析已识别的优化技术和CDSS设计因素.
主要成果:
- 确定的优化技术包括启发式算法,混合整数编程,模拟,Benders分解和集群.
- 关键的CDSS考虑因素是患者敏度,护理连续性,工作负载平等性和空间接近性.
- 实施CDSS带来了改善工作负载分配,护理效率和更公平的分配.
结论:
- CDSS和优化模型为NPA提供了一种系统的方法,提高效率和公平.
- 这些系统有助于提高护士的满意度,减少加班时间.
- 这些发现支持整合技术以优化复杂的护理管理流程.
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