期刊
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
卷 195, 期 2, 页码 563-574出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.ejor.2008.02.012
关键词
Data envelopment analysis (DEA); Indexes of performance; Efficiency; Effectiveness; Weights
资金
- Ministerio de Educacion y Ciencia [MTM2004-07473]
- Institute of the University of Texas at Austin [IC2]
In this paper, we show how DEA may be used to identify component profiles as well as overall indices of performance in the context of an application to assessments of basketball players. We go beyond the usual uses of DEA to provide only overall indexes of performance. Out-focus is, instead, on the multiplier values for the efficiently rated players. For this purpose we use a procedure that we recently developed that guarantees a full profile of non-zero weights, or multipliers. We demonstrate how these values can be used to identify relative strengths and weaknesses in individual players. Here we also utilize the flexibility of DEA by introducing bounds on the allowable values to reflect the views of coaches, trainers and other experts on the basketball team for which evaluations arc being conducted. Finally we show how these combinations can be extended by taking account of team as well as individual considerations. Published by Elsevier B.V.
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