通过可扩展性分析链接的电子健康数据来改善人口健康管理的普及
Andras B Varady1, Richard M Wood1,2
1Modelling and Analytics (BNSSG ICB), UK National Health Service, Bristol, UK.
Health informatics journal
|August 2, 2024
概括
人口健康管理 (PHM) 使用数据分析来规划医疗保健. 本研究介绍了一个可扩展的,开源的工具,以帮助卫生服务实施PHM任务,如风险分层,改善其常规使用.
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.
- 医疗保健管理的管理
背景情况:
- 人口健康管理 (PHM) 是一种新兴的医疗保健规划方法.
- 关联的患者级数据和分析技术对于PHM至关重要.
- 在将PHM纳入常规医疗保健服务的实际解决方案中存在差距.
研究的目的:
- 开发和展示人口健康管理的交互工具.
- 促进PHM的关键任务,包括人口细分和风险分层.
- 支持PHM在卫生服务中的常规使用.
主要方法:
- 开发一个交互式的,开源的工具.
- 与医疗保健系统的数据仓库集成.
- 应用该工具用于人口细分,风险分层和绩效指标推导.
主要成果:
- 开发的工具具有可扩展性,并专门为PHM任务构建.
- 该工具已在大型医疗保健系统中成功实施,并在全国范围内采用.
- 证明了轻松执行关键PHM功能.
结论:
- 一个可扩展的,专门构建的解决方案对于增加PHM采用至关重要.
- 交互式工具可以显著改善PHM在日常医疗保健中的整合.
- 开源开发促进了PHM解决方案的更广泛的可访问性和应用.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Health Information Technology and Healthcare Information System
812
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
812
Methods of Documentation VII: EMR
828
Electronic Medical Records (EMRs) primarily center around electronically documenting patients' health information within a single healthcare organization or practice. They contain essential clinical data related to a patient's medical history, diagnoses, medications, treatment plans, lab results, and other pertinent information relevant to the specific encounter or episode of care. EMRs are designed to streamline documentation and workflow processes within individual healthcare...
828
Principles of Disease Surveillance
81
Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...
81
Methods of Documentation VI: Case Management Model
564
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
564
Statistical Software for Data Analysis and Clinical Trials
526
Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
526


