The examination of pseudo‐allocative and pseudo‐overall efficiencies in DEA using shadow prices

The examination of pseudo‐allocative and pseudo‐overall efficiencies in DEA using shadow prices

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Article ID: iaor20122844
Volume: 37
Issue: 2
Start Page Number: 115
End Page Number: 123
Publication Date: Apr 2012
Journal: Journal of Productivity Analysis
Authors: ,
Keywords: finance & banking
Abstract:

The original Data Envelopment Analysis (DEA) models developed by Charnes et al. (Eur J Oper Res 2:429–444, 1978), Banker et al. (Manag Sci 30:1078–1092, 1984) were both radial models. These models and their varied extensions have remained the most popular DEA models in terms of utilization. The benchmark targets they determined for inefficient units are primarily based on the notion of maintaining the same input and output mixes originally employed by the evaluated unit (i.e. disregarding allocative considerations). This paper presents a methodology to investigate allocative and overall efficiency in the absence of defined input and output prices. The benchmarks determined from models based on this methodology will consider all possible input and/or output mixes. Application of this methodology is illustrated on a model of the financial intermediary function of a bank branch network.

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