模拟肯尼亚的输血系统:建模方法和探索性分析.
Yiqi Tian1, Bo Zeng1, Jana MacLeod2,3
1Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America.
PLOS global public health
|August 13, 2025
概括
这项研究使用离散事件模拟来模拟肯尼亚的血液系统,识别从捐献到输血的瓶. 这些发现有助于改善血液供应并有效满足患者的需求.
科学领域:
- 卫生系统研究 卫生系统研究
- 运营研究 运营研究
- 公共卫生 公共卫生
背景情况:
- 确保充足和安全的输血是低收入和中等收入国家面临的关键挑战.
- 现有的方法很少从整体系统的角度来解决血液供应链.
研究的目的:
- 为介绍肯尼亚血液系统的第一个离散事件模拟模型.
- 探索系统变化的影响,以满足患者水平的血液需求.
主要方法:
- 通过采访卫生保健人员,开发了肯尼亚血液系统的过程图.
- 模拟了从采集到输血的血液系统,并结合了供需参数.
- 使用专家意见来提供供应侧数据和医院记录来提供需求侧数据.
主要成果:
- 该模型展示了血液采集,需求和分配的变化如何影响患者血液的可用性.
- 在血液供应链中确定了潜在的过程障碍.
- 提供了一个工具来评估改进血液采集,检测,分发和使用的替代策略.
结论:
- 系统方法对于理解和优化血液供应链至关重要.
- 离散事件模拟可以有效地识别改善血液供应和满足患者需求的干预措施.
- 该模型有助于制定政策决策,使国家血液系统更加稳健.
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