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Using Cross-Efficiency Fuzzy Data Envelopment Analysis for Healthcare Facilities Performance Evaluation under Uncertainty

机译:不确定性下基于交叉效率模糊数据包络分析的医疗机构绩效评价

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We address the problem of healthcare systems performance evaluation under uncertainty by a cross-efficiency fuzzy Data Envelopment Analysis (DEA) technique. Triangular fuzzy numbers are employed to deal with uncertain data. More precisely, a fuzzy triangular efficiency is associated to each hospital/ward through a cross-evaluation by a compromise between objectives. Results are defuzzified to obtain the ranking. The method is applied to evaluate hospitals in a region of Southern Italy and estimate the temporal evolution of the performance of one of them, showing the ease of application and usefulness in validating and planning healthcare reforms.
机译:我们通过交叉效率模糊数据包络分析(DEA)技术解决了不确定性下的医疗系统性能评估问题。三角模糊数用于处理不确定数据。更准确地说,通过目标之间折衷的交叉评估,将模糊三角效率与每个医院/病房相关联。对结果进行模糊化处理以获得排名。该方法用于评估意大利南部地区的医院,并评估其中一家医院的绩效随时间的变化,显示了在验证和计划医疗改革方面的易用性和实用性。

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