针对人口健康管理的商业智能系统:范围审查
Els Roorda1, Marc Bruijnzeels1, Jeroen Struijs1,2
1Department of Public Health and Primary Care (PHEG), Leiden University Medical Center (LUMC), The Hague, 2511 DP, The Netherlands.
人口健康管理 (PHM) 使用数据驱动方法,但商业智能 (BI) 系统集成是有限的. 本次审查强调了分散的BI能力和决策背景,表明需要战略框架来改善人口健康结果.
科学领域:
- 医疗信息学 医疗信息学
- 在医疗保健中的数据科学.
- 公共卫生系统 公共卫生系统
背景情况:
- 人口健康管理 (PHM) 是医疗保健系统的关键数据驱动战略.
- 商业智能 (BI) 系统为PHM提供了潜力,但尚未得到充分利用.
- 在PHM中现有的BI应用缺乏全面的整合和战略调整.
研究的目的:
- 系统地审查关于成熟的商业智能 (BI) 计划的科学文献,用于人口健康管理 (PHM).
- 调查在这些倡议中使用的决策背景和BI能力.
- 识别差距,并提出一个框架,用于系统的知识建设在PHM.
主要方法:
- 按照PRISMA指南进行系统审查.
- 搜索了PubMed,Embase和科学网络 (2012年1月至2023年11月).
- 评估了技术准备水平,以确定成熟的BI计划 (11个被选中),并提取了决策背景和BI能力.
主要成果:
- 发现了29个倡议,在决策环境和BI能力方面高度分散,术语不一致和信息缺失.
- 目前对人口健康的影响对于大多数倡议来说是有限的.
- 在Care Link,CommunityRx和Gesundes Kinzigtal中,BI能力与决策环境之间有很强的对齐.
结论:
- 有效的PHM需要一个连贯的数据策略,了解决策背景和用户需求.
- 为了成功的PHM,BI能力必须与战略目标保持一致.
- 公私伙伴关系和拟议的框架对于系统的知识开发和改善人口健康结果至关重要.
更多相关视频
06:55Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
13:44Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
相关概念视频
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Integrated Healthcare System
Overview of Biostatistics in Health Sciences
Principles of Disease Surveillance
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
