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An Analysis of Re-configured Blood Transfusion Network of Urban India to Improve the Service Level: a Simulation Approach

机译:浅析印度城市印度重新配置,提高服务水平:模拟方法

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In India, blood banks are owned by state hospitals, private hospitals, NGOs and private laboratories. The aim of this study is to improve the service levels of the blood supply chain by maximizing the availability and minimizing the wastage of blood. New configuration approaches are adapted from the successful methods of manufacturing sectors. In this retrospective cross-sectional study, whole blood (WB) demand and supply data between April 2015 to March 2016 has been taken. Data analytics tool R is used for statistical analysis. Two new configurations, namely a) Zonal Network and b) Pull system models have been developed to compare the existing blood supply chain. The performances of the proposed configurations have been compared with the existing system using suitable indicators computed using Arena simulation software12.0. The total shortage index (TSI) and total wastage index (TWI) are used as indicators of performance measures. Weights are assigned for shortage and wastage indices to the reconfigured models. The pull system model outperforms existing model and zone model by achieving zero wastage. In transfusion medicine, importance is given to the achievement of lesser percentage shortage than wastage. If the WB inventory in blood centers is sufficient enough and we have more than one zone for distribution, then we can reduce wastages level in the blood supply chain.
机译:在印度,血库由国家医院,私营医院,非政府组织和私人实验室拥有。本研究的目的是通过最大化可用性和最小化血液的浪费来改善血液供应链的服务水平。新的配置方法适用于制造业的成功方法。在这项回顾性横断面研究中,已经采取了2015年4月至2016年3月的全血(WB)需求和供应数据。数据分析工具R用于统计分析。已经开发出两种新配置,即A)Zonal网络和B)拉动系统模型以比较现有的血液供应链。使用使用竞技场模拟软件12.0计算的合适指示器将所提出的配置的性能与现有的系统进行了比较。总短缺指数(TSI)和总浪费指数(TWI)用作绩效措施指标。重量分配用于重新配置模型的短缺和浪费索引。通过实现零浪费,拉动系统模型优于现有的模型和区域模型。在输血医学中,重要的是实现比浪费更低的缺点百分比。如果血液中心的WB库存足够,我们有一个以上的分配区域,我们可以减少血液供应链中的浪费水平。

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