过程挖掘用于临床途径的应用:一个系统的文献审查协议
Luca Murazzano1,2,3,4, Paolo Landa5,6,7,8, Frédéric Bergeron9
1Département d'Opérations et Systèmes de Décision, Faculté des Sciences de l'Administration, Université Laval, Québec, G1V 0A6, Canada.
Systematic reviews
|March 4, 2026
概括
本系统性审查综合了临床途径中工艺挖掘应用的证据. 它强调了过程挖掘如何改善医疗保健机构的患者结果和运营效率.
科学领域:
- 医疗保健管理的管理
- 数据科学在医学中的数据科学
- 临床路径优化 临床路径优化
背景情况:
- 过程挖掘正在医疗保健中获得引力,用于临床途径分析和优化.
- 应用程序旨在提高护理效率和患者的治疗结果.
- 本综述侧重于过程挖掘对患者结果,运营效率和途径结构的影响.
研究的目的:
- 系统地审查和综合现有证据在临床途径过程采矿应用程序.
- 评估过程挖掘对患者结果,操作效率和途径结构的影响.
- 确定成功的策略,挑战和未来的机会,在医疗保健过程采矿.
主要方法:
- 从1999年开始,在多个数据库 (MEDLINE,Embase,Google Scholar,Web of Science,ABI/Inform) 进行系统的文献搜索.
- 在医院环境中包括观察性研究,病例报告,会议论文和元分析.
- 数据提取和使用混合方法评估工具 (MMAT) 进行质量评估,由两名独立审稿人进行,随后进行叙事综合和专题分析.
主要成果:
- 审查将综合处理采矿在提高护理效率,患者流量,准则遵守和减少延误/资源使用方面的有效性.
- 它将确定与在临床环境中应用过程挖掘技术相关的关键挑战和局限性.
- 结果将按主题呈现,以突出成功的策略和需要改进的领域.
结论:
- 本综述提供了临床途径过程挖掘的全面概述,确定了最佳实践和潜在的陷.
- 结果将指导医疗保健专业人员,政策制定者和研究人员通过过程挖掘优化临床护理.
- 该研究旨在为提高医疗保健服务的过程挖掘的战略实施提供信息.
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