Application of Data Envelopment Analysis to Measure Cost, Revenue and Profit Efficiency

Abstract

The literature analysing efficiency of financial institutions has enveloped rapidly over the last years. Most studies have focused on the input side analysing input technical and cost efficiency. Only few studies have examined the output side evaluating output technical and revenue efficiency. We know that both sides are relevant when evaluating efficiency of financial institutions. Therefore the primary purpose of this paper is to review a number of approaches for efficiency measurement. In particular, the concepts of cost, revenue and profit functions are discussed. We apply Data Envelopment Analysis (DEA) to a sample of Slovak and Czech commercial banks during years 2009–2013 comparing the efficiencies by either minimizing cost or maximizing revenue and profit. The results showed that the level of average revenue efficiency was the highest and the average profit efficiency was the lowest one. As can be seen the Czech banks were more cost, revenue and profit efficient than Slovak ones during the whole analysed period.

Keywords

• Commercial banks
• Cost efficiency
• Revenue efficiency
• Profit efficiency
• DEA models