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测量土耳其母婴保健医院的效率:两阶段数据包络分析。

Measuring the efficiency of Turkish maternal and child health hospitals: A two-stage data envelopment analysis.

机构信息

Department of Health Management, Faculty of Health Sciences, Aksaray University, 68100 Aksaray, Turkey.

Department of Health Management, Faculty of Health Sciences, Kırıkkale University, Health Campus, 71100 Kırıkkale, Turkey.

出版信息

Eval Program Plann. 2022 Apr;91:102023. doi: 10.1016/j.evalprogplan.2021.102023. Epub 2021 Oct 27.

Abstract

This study aims to examine the changes in efficiency and efficiency levels of the maternal and child health hospitals in Turkey from 2014 to 2017, by applying two-stage data envelopment analysis (DEA). At the first stage of the study, the efficiency of the hospitals was evaluated with input-oriented CCR (Charnes, Cooper, Rhodes) and Malmquist Productivity Index (MPI). At the second stage, panel Tobit regression analysis was utilized to find out the factors that affect the efficiency scores specified at the first stage. According to the results of the first stage, the mean efficiency values calculated for 2014, 2015, 2016, and 2017 were 0.83, 0.90, 0.86, and 0.80, respectively. At the second stage, it was revealed that the variables of not being in a metropolis and having 200 beds at least had statistically a significant effect on the efficiency score (p < 0.05) whereas being a training and research hospital was ineffective (p > 0.05). The number of the studies which assess the efficiency of maternal and child health hospitals in Turkey was quite limited. Moreover, such studies do not contain second-stage analyses. Lastly, it is thought that those results will provide health policy-makers substantial and evidence-based information in the allocation of the resources for the related services.

摘要

本研究旨在通过应用两阶段数据包络分析(DEA)来考察 2014 年至 2017 年土耳其母婴保健医院的效率和效率水平变化。在研究的第一阶段,采用输入导向的 CCR(Charnes、Cooper、Rhodes)和 Malmquist 生产力指数(MPI)评估了医院的效率。在第二阶段,利用面板 Tobit 回归分析找出了影响第一阶段指定效率得分的因素。根据第一阶段的结果,2014 年、2015 年、2016 年和 2017 年计算的平均效率值分别为 0.83、0.90、0.86 和 0.80。在第二阶段,结果表明,非大都市和至少有 200 张床位的变量对效率得分具有统计学上的显著影响(p<0.05),而作为培训和研究医院则没有影响(p>0.05)。评估土耳其母婴保健医院效率的研究数量相当有限。此外,这些研究不包含第二阶段的分析。最后,研究认为这些结果将为卫生政策制定者在相关服务的资源分配方面提供实质性和基于证据的信息。

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