运用规模回报模型对阿尔及利亚大学绩效差异的测量与比较

Imane Bebba, Ilyes Ben Saci
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摘要

本研究旨在衡量和比较阿尔及利亚47所大学的表现,使用规模回报方法模型,该方法主要基于数据包络分析方法。为了达到研究的目的,我们选择了一组变量来表示教学的维度。变量由三个输入变量组成,分别是:本科生总人数、研究生总人数和终身教授人数。另一方面,输出变量由持有两个级别学位的学生总数表示。应用了数据包络分析法的四个基本模型。它们是:(规模回报),由以投入和产出为导向的恒定回报和以投入和产出为导向的可变回报表示。数据分析结果表明,8所高校在投入和产出两个方向上都实现了规模报酬不变的充分效率。根据投入导向的规模回报变量模型,17所高校实现了完全效率。根据产出导向的规模回报变量模型,有16所高校实现了完全效率。因此,在绩效评估过程中,应考虑到大学的规模、竞争、财政和基础设施的约束以及大学内部资源配置的过程。此外,在衡量和评估阿尔及利亚大学的表现时,应该包括反映教学、研究和社区服务维度的多个输入和输出变量,而不是使用两个不能反映这些大学实际表现的变量。关键词:阿尔及利亚高校绩效,数据包络分析法,规模不变收益,规模可变收益,投入导向,产出导向
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Measurement and Comparison of Variance in the Performance of Algerian Universities using models of Returns to Scale Approach
This study aimed to measure and compare the performance of forty-seven Algerian universities, using models of returns to Scale approach, which is based primarily on the Data Envelopment Analysis  method. In order to achieve the objective of the study, a set of variables was chosen to represent the dimension of teaching. The variables consisted of three input variables, which were:  the total number of students  in the undergraduate level, students in the post graduate level and the number of permanent professors. On the other hand, the output variable was represented by the total number of students holding degrees of the two levels. Four basic models for data envelopment analysis method were applied. These were: (Scale Returns), represented by input-oriented and output-oriented constant returns and input-oriented and output-oriented  variable returns. After the analysis of data, results revealed that eight universities achieved full efficiency according to constant returns to scale in both input and output orientations. Seventeen universities achieved full efficiency according to the model of input-oriented returns to scale variable. Sixteen universities achieved full efficiency according to the model of output-oriented  returns to scale variable. Therefore, during the performance measurement, the size of the university, competition, financial and infrastructure constraints, and the process of resource allocation within the university  should be taken into consideration. Also, multiple input and output variables reflecting the dimensions of teaching, research, and community service should be included while measuring and assessing the performance of Algerian universities, rather than using two variables which do not reflect the actual performance of these universities. Keywords: Performance of Algerian Universities, Data envelopment analysis method , Constant returns to scale, Variable returns to scale, Input-orientation, Output-orientation.
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