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Analysis of Emergency Room Episodes Duration Through Process Mining

机译:通过过程挖掘分析急诊室事件持续时间

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摘要

This study presents the proposal of a performance analysis method for ER Processes through Process Mining. This method helps to determine which activities, sub-processes, interactions and characteristics of episodes explain why the process has long episode duration, besides providing decision makers with additional information that will help to decrease waiting times, reduce patient congestion and increment quality of provided care. By applying the exposed method to a case study, it was discovered that when a loop is formed between the Examination and Treatment sub-processes, the episode duration lengthens. Moreover, the relationship between case severity and the number of repetitions of the Examination-Treatment loop was also studied. As the case severity increases, the number of repetitions increases as well.
机译:本研究提出了一种通过过程挖掘对ER过程进行性能分析的方法的建议。这种方法有助于确定发作的哪些活动,子过程,相互作用和特征,从而解释该过程为何持续很长的时间,除了为决策者提供其他信息之外,这些信息还将有助于减少等待时间,减少患者拥堵并提高所提供护理的质量。通过将暴露的方法应用于案例研究,发现在检查和处理子过程之间形成循环时,情节持续时间会延长。此外,还研究了案例严重性与检查处理循环的重复次数之间的关系。随着案件严重性的增加,重复次数也增加。

著录项

  • 来源
    《Business process management》|2018年|251-263|共13页
  • 会议地点 Sydney(AU)
  • 作者单位

    Department of Computer Science, School of Engineering, Pontificia Universidad Catolica de Chile, Santiago, Chile,Department of Internal Medicine, School of Medicine, Pontificia Universidad Catolica de Chile, Santiago, Chile;

    Department of Computer Science, School of Engineering, Pontificia Universidad Catolica de Chile, Santiago, Chile;

    Technical University of Denmark, Kgs. Lyngby, Denmark;

    Department of Computer Science, School of Engineering, Pontificia Universidad Catolica de Chile, Santiago, Chile;

    Department of Computer Science, School of Engineering, Pontificia Universidad Catolica de Chile, Santiago, Chile;

    Department of Internal Medicine, School of Medicine, Pontificia Universidad Catolica de Chile, Santiago, Chile;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Process mining; Healthcare; Emergency Room;

    机译:工艺采矿;卫生保健;急救室;

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