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A System Dynamics Approach to Analyze Laboratory Test Errors

机译:一种分析实验室测试误差的系统动力学方法

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Although many researches have been carried out to analyze laboratory test errors during the last decade, it still lacks a systemic view of study, especially to trace errors during test process and evaluate potential interventions. This study implements system dynamics modeling into laboratory errors to trace the laboratory error flows and to simulate the system behaviors while changing internal variable values. The change of the variables may reflect a change in demand or a proposed intervention. A review of literature on laboratory test errors was given and provided as the main data source for the system dynamics model. Three "what if scenarios were selected for testing the model. System behaviors were observed and compared under different scenarios over a period of time. The results suggest system dynamics modeling has potential effectiveness of helping to understand laboratory errors, observe model behaviours, and provide a risk-free simulation experiments for possible strategies.
机译:尽管在过去十年中已经进行了许多研究来分析实验室检验误差,但它仍然缺乏系统的全身视图,特别是在测试过程中追踪错误并评估潜在干预措施。本研究将系统动态建模到实验室错误中以跟踪实验室错误流动,并在更改内部变量值时模拟系统行为。变量的变化可能反映了需求变化或提出的干预。给出了对实验室测试错误的文献述评,并作为系统动态模型的主要数据源提供。三个“如果选择了用于测试模型的情况怎么办。在一段时间内观察到系统行为并在不同场景下进行比较。结果表明系统动力学建模有助于了解实验室错误,观察模型行为,并提供潜在的有效性无风险模拟实验,实现可能的策略。

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