Pitfalls and protocols in data envelopment analysis

Pitfalls and protocols in data envelopment analysis

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Article ID: iaor20022049
Country: Netherlands
Volume: 132
Issue: 2
Start Page Number: 245
End Page Number: 259
Publication Date: Jul 2001
Journal: European Journal of Operational Research
Authors: , , , , ,
Abstract:

The practical application of data envelopment analysis (DEA) presents a range of procedural issues to be examined and resolved including those relating to the homogeneity of the units under assessment, the input/output set selected, the measurement of those selected variables and the weights attributed to them. Each of these issues can present difficulties in practice. The purpose of this paper is to highlight some of the pitfalls that have been identified in application papers under each of these headings and to suggest protocols to avoid the pitfalls and guide the application of the methodology.

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