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Abstract:
Compared with two-level meta-frontier, three-level meta-frontier can have more projection direction to select. However, at present, three-level meta-frontier framework mainly adopts the traditional exogenous projection, which makes it continue the defects of two-level meta-frontier, that is, in the non-radial data envelopment analysis (DEA) model, there may be an unreasonable technology gap ratio (TGR), which is not conducive to effectively evaluating the efficiency of decision-making units (DMUs). By decomposing the projection process, the combined projection method is proposed to solve the above problems. In the selection of projection direction, the selection methods of layer-by-layer accumulation projection (LA) and accumulation consistency projection (AC) are proposed, and thus some new combined projection methods are established. In addition, the improvement of projection methods in two-level meta-frontier are introduced into three-level meta-frontier, and then different combined projection methods are compared. A numerical example and an empirical application are given to compare different combined projection methods, and the results support the use of our proposed combined projection methods. © The Author(s) under exclusive licence to Sociedade Brasileira de Matemática Aplicada e Computacional 2024.
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Computational and Applied Mathematics
ISSN: 2238-3603
Year: 2024
Issue: 5
Volume: 43
2 . 5 0 0
JCR@2023
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 3
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