کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
481391 | 1446073 | 2012 | 7 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Measuring the relative balance of DMUs Measuring the relative balance of DMUs](/preview/png/481391.png)
In basic Data Envelopment Analysis (DEA) models, the weights of performance criteria are endogenously determined, assigning to each decision-making unit (DMU) its best possible efficiency score. This property is widely considered to be a major strength of the method, but it is also a source of considerable problems concerning performance assessment and performance control. Such problems result from the possibility of zero-value weights that exclude criteria from the evaluation. Unlike approaches that deal with this issue by incorporating value judgments into the analysis, we suggest a complementary balance score that is derived from the given data set. This score evaluates the extent to which a DMU avoids concentration on only some of the crucial performance criteria. One of the possible decisions resulting from a balance analysis is to reduce the set of DMUs considered to serve as benchmarks. For this case, a modified CCR–O model is presented.
► We present a new approach that addresses the problem originating from zero-value weights in DEA.
► For each DMU, a balance score is derived as a complement to the efficiency score.
► The balance score measures the extent to which a DMU does not neglect performance criteria.
► An example based on a project with a pharmacy chain illustrates the method.
► Managerial implications especially result from the detection of efficient but unbalanced DMUs.
Journal: European Journal of Operational Research - Volume 221, Issue 2, 1 September 2012, Pages 417–423