An overall measure of technical inefficiency at the firm and at the industry level: The ‘lost profit on outlay’ |
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Authors: | Juan Aparicio Jesus T. Pastor Subhash C. Ray |
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Affiliation: | 1. Center of Operations Research (CIO), University Miguel Hernandez of Elche, 03202 Elche, Alicante, Spain;2. University of Connecticut, Storrs, CT 06269-1063, USA |
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Abstract: | As a measure of overall technical inefficiency, the Directional Distance Function (DDF) introduced by Chambers, Chung, and Färe ties the potential output expansion and input contraction together through a single parameter. By duality, the DDF is related to a measure of profit inefficiency, which is calculated as the normalized deviation between optimal and actual profit at market prices. As we show, in the most usual case, the associated normalization represents the sum of the actual revenue and the actual cost of the assessed firm. Consequently, the corresponding profit inefficiency measure associated with the DDF has no obvious economic interpretation. In contrast, in this paper we allow outputs to expand and inputs to contract by different proportions. This results in a modified DDF that retains most of the properties of the original DDF. The corresponding dual problem has a much simpler interpretation as the lost profit on (average) outlay that can be decomposed into a technical and an allocative inefficiency component. In addition, an overall measure of technical inefficiency at the industry level is introduced resorting to the direction corresponding to the average input–output bundle. |
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Keywords: | Data envelopment analysis Directional Distance Function Profit inefficiency |
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