A classification of DEA models when the internal structure of the Decision Making Units is considered

被引:191
作者
Castelli, Lorenzo [1 ]
Pesenti, Raffaele [2 ]
Ukovich, Walter [1 ]
机构
[1] Univ Trieste, Dipartimento Elettrotecn Elettron & Informat, I-34127 Trieste, Italy
[2] Univ Ca Foscari Venezia, Dipartimento Matemat & Applicata, I-30123 Venice, Italy
关键词
Efficiency evaluation; Data envelopment analysis; Networks; Hierarchy; Multi-stage production processes; DATA ENVELOPMENT ANALYSIS; MULTICOMPONENT EFFICIENCY MEASUREMENT; RESOURCE-ALLOCATION; JOINT DETERMINATION; SHARED INPUTS; NETWORK DEA; MEAN EFFICIENCY; SAMPLE-SIZE; PANEL-DATA; PERFORMANCE;
D O I
10.1007/s10479-008-0414-2
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We classify the contributions of DEA literature assessing Decision Making Units (DMUs) whose internal structure is known. Starting from an elementary framework, we define the main research areas as shared flow, multilevel and network models, depending on the assumptions they are subject to. For each model category, the principal mathematical formulations are introduced along with their main variants, extensions and applications. We also discuss the results of aggregating efficiency measures and of considering DMUs as submitted to a central authority that imposes constraints or targets on them. A common feature among the several models is that the efficiency evaluation of the DMU depends on the efficiency values of its subunits thereby increasing the discrimination power of DEA methodology with respect to the black box approach.
引用
收藏
页码:207 / 235
页数:29
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