On comparison of ratio analysis and data envelopment analysis as performance assessment tools

On comparison of ratio analysis and data envelopment analysis as performance assessment tools

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Article ID: iaor20119846
Volume: 22
Issue: 4
Start Page Number: 357
End Page Number: 370
Publication Date: Oct 2011
Journal: IMA Journal of Management Mathematics
Authors: , ,
Keywords: statistics: data envelopment analysis
Abstract:

In this paper, we compare ratio analysis with the data envelopment analysis approach. It is shown that using ratio analysis implies that a one multidimensional space is projected onto other subspaces many times. As a result, significant distortion of the performance assessment of units takes place. Our theoretical results are validated by computational experiments on the data taken from financial accounts of Russian banks.

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