Computation of scale elasticity in presence of exogenously fixed inputs

被引:3
|
作者
Mirjaberi, Mahdi [1 ]
Matin, Reza Kazemi [1 ]
机构
[1] Islamic Azad Univ, Dept Math, Karaj Branch, Karaj, Iran
关键词
Data envelopment analysis; Exogenously fixed (non-discretionary) inputs; Scale elasticity; Environmental affect; Production function; DATA ENVELOPMENT ANALYSIS; NON-DISCRETIONARY INPUTS; TECHNICAL EFFICIENCY; DEA MODELS; VARIABLES;
D O I
10.1016/j.measurement.2015.05.004
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the notion of scale elasticity is initially developed for models with non-discretionary inputs. A new unified formulation, resembling those for classic developments is proposed for computation of scale elasticity in presence of exogenously fixed inputs in the framework of date envelopment analysis. In order to remove the harshness of fixed inputs, we invoke regression of fixed inputs over efficiency measures and therefore units with more favorable environment indices are discounted for pioneers set. This naturally implies that different production possibility sets are induced according to environmental affect. Scale elasticity is then computed using indirect approach for both differentiable and non-differentiable cases. Also, the approach is illustrated with numerical examples and proved its benefit over selective approach, proposed by Podinovski and Forsund, by comparing and contrasting with numerical data. Moreover, the geometry and rationale behind the notion are described. (C) 2015 Elsevier Ltd. All rights reserved.
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页码:275 / 283
页数:9
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