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血液采集系统的建模与仿真。

Modeling and simulation of blood collection systems.

机构信息

Ecole Nationale Supérieure des Mines de Saint-Étienne, 158 cours Fauriel, 42023 Saint-Étienne cedex 2, France.

出版信息

Health Care Manag Sci. 2012 Mar;15(1):63-78. doi: 10.1007/s10729-011-9181-8. Epub 2011 Nov 3.

DOI:10.1007/s10729-011-9181-8
PMID:22048940
Abstract

This paper addresses the modeling and simulation of blood collection systems in France for both fixed site and mobile blood collection with walk in whole blood donors and scheduled plasma and platelet donors. Petri net models are first proposed to precisely describe different blood collection processes, donor behaviors, their material/human resource requirements and relevant regulations. Petri net models are then enriched with quantitative modeling of donor arrivals, donor behaviors, activity times and resource capacity. Relevant performance indicators are defined. The resulting simulation models can be straightforwardly implemented with any simulation language. Numerical experiments are performed to show how the simulation models can be used to select, for different walk in donor arrival patterns, appropriate human resource planning and donor appointment strategies.

摘要

本文针对法国的固定地点和流动采血系统进行建模和仿真,包括无需预约的全血捐献者和预约的血浆及血小板捐献者。首先提出 Petri 网模型来精确描述不同的采血流程、捐献者行为、他们的物资/人力资源需求以及相关法规。然后,Petri 网模型通过对捐献者到达、捐献者行为、活动时间和资源容量的定量建模进行了丰富。定义了相关性能指标。由此产生的仿真模型可以直接使用任何仿真语言实现。通过数值实验,展示了如何根据不同的无需预约的捐献者到达模式,使用仿真模型来选择合适的人力资源规划和预约策略。

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Modeling and simulation of blood collection systems.血液采集系统的建模与仿真。
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Modelling and simulation of blood collection systems: improvement of human resources allocation for better cost-effectiveness and reduction of candidate donor abandonment.血液采集系统建模与仿真:优化人力资源配置,提高成本效益,降低献血者流失率。
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本文引用的文献

1
[Transfusion medicine in the 2000s, on a reform].[21世纪的输血医学,处于改革之中]
Bull Acad Natl Med. 2002;186(2):379-89; discussion 389-92.
2
Evaluating the design of a family practice healthcare clinic using discrete-event simulation.使用离散事件模拟评估家庭医疗诊所的设计。
Health Care Manag Sci. 2002 Apr;5(2):75-88. doi: 10.1023/a:1014464529565.
3
Computer simulation analysis of blood donor queueing problems.献血者排队问题的计算机模拟分析
Donor orientation and service quality: Key factors in active blood donors' satisfaction and loyalty.
供者导向和服务质量:影响活跃献血者满意度和忠诚度的关键因素。
PLoS One. 2021 Jul 22;16(7):e0255112. doi: 10.1371/journal.pone.0255112. eCollection 2021.
4
A discrete-event simulation model for analysing and improving operations in a blood donation centre.用于分析和改进献血中心运营的离散事件模拟模型。
Vox Sang. 2021 Nov;116(10):1060-1075. doi: 10.1111/vox.13111. Epub 2021 May 6.
5
Multi-disciplinary planning in health care: a review.医疗保健中的多学科规划:综述
Health Syst (Basingstoke). 2018 Feb 27;9(2):95-118. doi: 10.1080/20476965.2018.1436909.
6
Assessing factors critical to smart technology applications to mobile health care - the fgm-fahp approach.评估智能技术应用于移动医疗保健的关键因素——FGm-FAHP方法
Health Policy Technol. 2020 Jun;9(2):194-203. doi: 10.1016/j.hlpt.2020.02.005. Epub 2020 Feb 15.
7
An Analysis of Re-configured Blood Transfusion Network of Urban India to Improve the Service Level: a Simulation Approach.对印度城市重新配置的输血网络进行分析以提高服务水平:一种仿真方法。
J Med Syst. 2019 Jan 3;43(2):28. doi: 10.1007/s10916-018-1141-0.
8
Simulation-optimization model for production planning in the blood supply chain.血液供应链生产计划的模拟优化模型
Health Care Manag Sci. 2017 Dec;20(4):548-564. doi: 10.1007/s10729-016-9370-6. Epub 2016 Jun 4.
Transfusion. 1982 May-Jun;22(3):234-7. doi: 10.1046/j.1537-2995.1982.22382224948.x.
4
A computer planning model for blood platelet production and distribution.一种用于血小板生成和分配的计算机规划模型。
Comput Methods Programs Biomed. 1991 Aug;35(4):279-91. doi: 10.1016/0169-2607(91)90006-f.