Congestion analysis in DEA inputs under weight restrictions

Congestion analysis in DEA inputs under weight restrictions

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Article ID: iaor20124322
Volume: 63
Issue: 8
Start Page Number: 1089
End Page Number: 1097
Publication Date: Aug 2012
Journal: Journal of the Operational Research Society
Authors: , ,
Keywords: decision, simulation
Abstract:

Data envelopment analysis (DEA), which is used to determine the efficiency of a decision‐making unit (DMU), is able to recognize the amount of input congestion. Moreover, the relative importance of inputs and outputs can be incorporated into DEA models by weight restrictions. These restrictions or a priori weights are introduced by the decision maker and lead to changes in models and efficiency interpretation. In this paper, we present an approach to determine the value of congestion in inputs under the weight restrictions. Some discussions show how weight restrictions can affect the congestion amount.

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