数据包裹分析的可视化在初级卫生服务中的数据包裹分析
Ane Elixabete Ripoll-Zarraga1, José Luis Franco Miguel2, Carmen Fullana Belda2
1Department of Telecommunications and Systems Engineering, Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain. ane.ripoll-zarraga@uab.cat.
Health care management science
|May 2, 2025
概括
初级医疗保健中心可以通过减少特定药物处方和优化患者分配来提高效率. 专注于预防护理的中心表现出更好的成本效益,特别是在管理处方费用方面.
科学领域:
- 公共卫生 公共卫生
- 医疗保健服务研究 医疗服务研究
- 计量经济学 计量经济学
背景情况:
- 传统的公共卫生效率分析往往忽视了初级保健提供者.
- 数据包围分析 (DEA) 是评估决策单位 (DMU) 效率的常用方法,但在区分单位和处理异常值方面存在局限性.
- 现有的DEA增强,如超效率和交叉效率,可能会排除极端情况,忽视专业化.
研究的目的:
- 引入和应用DEA可视化来分析公共初级卫生中心的效率.
- 在为老年人服务的中心中识别低效的来源和专业化的模式.
- 为改善初级医疗保健的资源配置和成本效益提供见解.
主要方法:
- 利用了DEA可视化,将DEA与多变量统计方法集成在一起.
- 分析了2018年马德里82家公共初级卫生中心为老年人提供服务的数据.
- 识别了低效率来源,专业化模式和极端情况,但没有消除异常值.
主要成果:
- 确定了效率低下,包括对特定药物的偏好,而不是通用药物的处方,这有助于增加成本.
- 发现了两个异常中心,基础设施成本高,人员不成比例.
- 发现强调预防护理的中心更具成本效益,特别是在降低处方费用方面.
结论:
- DEA可视化提供了一种强大的方法来识别医疗保健机构的低效率和专业化.
- 优化药物处方和重新分配患者等策略可以提高初级保健效率.
- 专注于预防护理模式可以节省大量成本,特别是在药品支出方面.
相关概念视频
01:30Primary Healthcare Services
1.3K
Primary care promotes wellness and prevents disease. This care includes health promotion, education, protection (such as immunizations), early disease screening, and environmental considerations. Settings providing this type of healthcare include physician offices, public health clinics, school nursing, and community health nursing.
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
1.3K
01:11Secondary Healthcare System
1.4K
Secondary healthcare is offered by a specialist, generally in hospitals or clinics for patients referred by primary healthcare providers. It occurs when a person has an illness or injury that requires specific medical care. Secondary care is often referred to as acute care. Secondary care can range from uncomplicated care to repair a minor laceration or treat a strep throat infection to more complicated emergent care, such as treating a head injury sustained in an automobile accident. Whatever...
1.4K
01:26Methods Of Healthcare Delivery System
3.0K
At the different levels of the healthcare system, we see varying methods of healthcare used. These methods include managed care systems, case management, and primary healthcare.
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...
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...
3.0K
01:18Introduction To Health Care Delivery System
2.5K
The healthcare system is constantly changing and complex. Various services are available from different healthcare providers, but gaining access to these services has become challenging for people with limited healthcare insurance. Uninsured people present a challenge to healthcare because they frequently postpone or forego treatment.
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
2.5K
01:21Tertiary Healthcare System
1.6K
Specialized care provided over an extended period is called tertiary care. Usually, a primary or secondary care physician will refer a patient to tertiary care. A patient's maximum physical and mental function is restored in tertiary care, which is caused due to the impact of a chronic illness or condition. Tertiary care aims to achieve the highest level of functioning possible while managing chronic illness. For example, a patient who falls and fractures their hip will need secondary care...
1.6K
01:30Health Information Technology and Healthcare Information System
748
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:
748