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Discrete-Event Simulation for Performance Evaluation and Improvement of Gynecology Outpatient Departments: A Case Study in the Public Sector

机译:绩效评估与妇科门诊部门的离散事件仿真 - 以公共部门为例

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Gynecology outpatient units are in charge of treating different gynecological diseases such as tumorous, cancer, urinary incontinence, gynecological pain, and abnormal discharge. On-time attention is thus needed to avoid severe complications, patient dissatisfaction, and elevated healthcare costs. There is then an urgent need for assessing whether the gynecology outpatient departments are cost-effective and what interventions are required for improving clinical outcomes. Despite this context, the studies directly concentrating on diagnosis and improvement of these departments are widely limited. To address these concerns, this paper aims to provide a Discrete-event Simulation (DES) modelling framework to help healthcare managers gain a better understanding of the gynecology outpatient services and evaluate improvement strategies. First, the patient journey through the gynecology outpatient service is mapped. To correctly represent the system uncertainty, collected data is then processed through input analysis. Third, the data is used to model and simulate the real gynecology outpatient unit. This model is later validated to determine whether it is statistically equivalent to the real system. After this, using performance metrics derived from the simulation model, the gynecology outpatient department is analyzed to identify potential improvements. We finally pretest potential interventions to define their viability during implementation. A case study of a mixed-patient type environment in a public gynecology outpatient unit is presented to verify the applicability of the proposed methodology. The results evidenced that appointment lead times could be efficiently reduced using this approach.
机译:妇科门诊单位负责治疗不同的妇科疾病,如肿瘤,癌症,尿失禁,妇科疼痛和异常放电。因此需要准时关注以避免严重的并发症,患者不满和升高的医疗保健成本。然后,迫切需要评估妇科门诊部门是否具有成本效益,并且需要改进临床结果的干预措施。尽管存在这种背景,但直接专注于诊断和改进这些部门的研究受到广泛限制。为了解决这些问题,本文旨在提供一个离散事件仿真(DES)建模框架,以帮助医疗保健管理人员更好地了解妇科门诊服务并评估改进策略。首先,映射妇科门诊服务的患者之旅。要正确代表系统不确定性,则通过输入分析处理收集的数据。第三,数据用于模拟并模拟真正的妇科门诊单元。稍后验证此模型以确定它是否与真实系统有统计相等。在此之后,使用仿真模型导出的性能指标,分析了妇科门诊部以识别潜在的改进。我们终于预测潜在的干预措施,以在实施期间定义其可行性。提出了对公共妇科门诊单元中的混合患者型环境的案例研究,以验证所提出的方法的适用性。结果证明,可以使用这种方法有效地减少预约交货时间。

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