针对心血管ICU中的标准化绩效指标:对质量指标的系统审查
Fouad Hamad1, Muhammad Ali2, Mohamed Kindawi3
1Internal Medicine, University Hospital Galway, Galway, IRL.
Cureus
|July 28, 2025
概括
这一系统性审查强调了在心血管重症监护室 (CVICU) 中需要标准化质量指标 (QI). 目前的CVICU QIs重点关注结果,经常使用AI,但缺乏过程和结构措施的严格性.
科学领域:
- 心血管重症监护室 (CVICU) 质量改善工作
- 衡量医疗保健绩效的方法
- 系统审查方法论 系统审查方法论
背景情况:
- 心血管重症监护室 (CVICU) 需要标准化质量指标 (QI) 来衡量性能和改善患者的结果.
- 现有的CVICU QI在定义,测量工具和实施方面呈现异质性,阻碍了一致的应用.
- 对于CVICU QI标准化的强有力的框架对于解决这些差异至关重要.
研究的目的:
- 系统地审查和综合现有CVICUQA的证据.
- 评估已识别的CVICUQA的方法严格性.
- 提出一个标准化CVICU质量指标的框架.
主要方法:
- 在主要数据库 (PubMed,Embase,Scopus,Web of Science,CINAHL) 中按照PRISMA 2020指南进行系统的文献搜索.
- 包括八项具有不同设计的研究 (回顾性队列,预测模型,混合方法).
- 使用纽卡斯尔-太华尺度 (NOS) 和混合方法评估工具 (MMAT) 进行质量评估;根据Donabedian领域 (结构,过程,结果) 分类的叙事综合.
主要成果:
- 包括的研究主要集中在结果QI (5/8),特别是通过机器学习预测死亡率.
- 发现偏差风险中等至高,前性验证和客观测量有限.
- 结构性质量指标不足,过程性质量指标通常依赖于主观调查;在应用Donabedian/IOM框架方面,一致性有限.
结论:
- 目前,CVICU QIs优先考虑人工智能驱动的结果测量,缺乏流程和结构指标开发和验证的标准化.
- 未来的研究应该集中在预测模型的多中心前性验证,客观过程指标的开发和全球适用的结构性质量指标的扩展上.
- 由于研究有限,研究结果产生假设,强调需要谨慎解释和进一步研究,以协调CVICU绩效测量.
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