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Measuring Technical Efficiency in A Sample Public Universities in Ethiopia: A Data Envelopment Analysis

机译:衡量埃塞俄比亚样本公立大学的技术效率:数据包络分析

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This paper uses data envelopment analysis to examine the technical efficiency (TE) of 20 departments in the period 2014/2015–2015/2016. To shed light on the causes of variations in efficiency, TE is decomposed into pure technical efficiency and scale efficiency. The input variable is total number of staff (academic and nonacademic), whereas the output variable is total number of students (under graduate and post graduate). The study adopts non-parametric Data Envelopment Analysis (DEA) input-orientation (i.e. both CCR & BCC models) to measure the relative technical efficiency of departments and Malmquist productivity index (MPI) output-orientation to measure the productivity gains of departments over time. Under CCR model a 5 percent of the sample department was relatively efficient where as a 95 percent were inefficient. In addition, in 2014/15, the number of technical efficient departments was four (4), about 20 percent of the sample when VRS TE is assumed and one (1), about 5 percent when CRS TE is assumed. The Malmquist index measures are also decomposed into two components: technical efficiency change and technological change. Technical efficiency change is further decomposed into pure technical efficiency change and scale efficiency change. On average the sample departments found with increased technical efficiency score. All departments had shown deterioration of technology in the study period.
机译:本文采用数据包络分析,审查2014/2016年期间20个部门的技术效率(TE)。为了阐明效率变化的原因,TE分解成纯技术效率和规模效率。输入变量是员工的总数(学术和非遗传症),而输出变量是学生的总数(毕业生和毕业后)。该研究采用非参数数据包络分析(DEA)输入定向(即CCR&BCC模型)来测量部门和MALMQUIST生产率指数(MPI)输出方向的相对技术效率,以衡量各部门的生产率收益。根据CCR模型,5%的样本部门相对较高,在95%效率低下。此外,在2014/15年,当假设VRS TE和假设时,技术有效部门的数量为4(4)个,约20%的样品,当假设CRS TE时,约5%约5%。 Malmquist指数措施也被分解成两个组成部分:技术效率变化和技术变革。技术效率变化进一步分解成纯技术效率变化和规模效率变化。平均水平的水平部门发现了技术效率的增加。所有部门在研究期间表现出技术的恶化。

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