数字化转型对医疗保健服务质量的空间溢出效应
Luxin Zhang1, Wan Mohd Hirwani Wan Hussain1, Sawal Hamid Md Ali2
1Graduate School of Business, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.
Digital health
|September 12, 2025
概括
数字化转型提高了当地医疗保健的质量,但可能会对邻近地区产生负面影响. 本研究使用先进的方法分析了其时空演变及其对医疗保健服务质量的影响.
科学领域:
- 医疗保健管理的管理
- 医疗信息学 医疗信息学
- 空间分析 空间分析
背景情况:
- 由于经济增长,公众对医疗保健质量的期望不断提高.
- 医疗保健组织的数字化对于满足这些期望至关重要.
研究的目的:
- 分析数字化转型和医疗保健服务质量的时空演变.
- 调查数字化转型对医疗保健服务质量的直接和空间溢出影响.
主要方法:
- 通过类似于理想解决方案的订单偏好技术 (TOPSIS) 用于复合指数计算.
- 核心密度估计,空间莫兰的I,以及空间时间演变的趋势表面分析.
- 空间德宾模型和影响和溢出效应的部分微分分解.
主要成果:
- 数字化转型和医疗保健质量表现出区域差异,差距不断扩大.
- 中部地区显示了最大的数字化转型扩张.
- 数字化转型提高了当地医疗保健的质量,但降低了邻近医疗保健的质量,表明了空间溢出效应.
结论:
- 数字化转型显著提高医疗保健服务质量,并表现出空间溢出效应.
- 未来的研究应该完善省级样本,并探索适度/调解效应,以准确评估影响.
相关概念视频
Issues And Trends In Healthcare Delivery System
6.2K
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...
6.2K
Health Information Technology and Healthcare Information System
3.3K
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:
3.3K
Current Trends in Nursing II
3.3K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
3.3K
Methods Of Healthcare Delivery System
4.0K
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...
4.0K
Secondary Healthcare System
2.0K
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...
2.0K
Primary Healthcare Services
2.0K
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...
2.0K


