Sustainability evaluation of the supply chain with undesired outputs and dual-role factors based on double frontier network DEA
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The performance analysis of supply chain is a very complicated problem. The network DEA can be used to calculate efficiency of decision-making units with multiple stages. In this paper, a new network DEA model is proposed. This model includes undesired outputs and dual-role factors. It can calculate optimistic and pessimistic efficiency. The supply chain can be ranked in terms of the overall efficiency scores. A case study is presented to demonstrate the applicability of our model.
KeywordsNetwork data envelopment analysis Sustainable supply chain Undesired outputs Dual-role factors
This study was funded by the National Natural Science Foundation of China (71403066; 71774036; 71601087); National Social Science Foundation of China (14AGL004; 16BJY078); the Special Foundation of Central Universities Basic Research Fee (HEUCFW170907, HEUCF170903).
Compliance with ethical standards
Conflict of interest
Author Yi Su declares that he has no conflict of interest. Author Wei Sun declares that she has no conflict of interest.
This article does not contain any studies with human participants or animals performed by any of the authors.
Informed consent was obtained from all individual participants included in the study.