Improving discernment in DEA using profiling

Abstract

The failure of data envelopment analysis to provide adequate discrimination between a small number of alternatives is illustrated using a facility location problem. A straightforward modification which finds a desirability (or relative efficiency) score for each input variable provides greater discrimination and at the same time discerns the strengths and weaknesses of each alternative. ----