A multi-criteria ratio-based approach for two-stage data envelopment analysis
作者:
Highlights:
• We propose a novel multi-criteria data envelopment analysis model.
• The proposed two-stage DEA is first considered in the presence of ratio data.
• Three states are considered (black-box, free-link, and fix-link).
• A multi-criteria structure is used to demonstrate the validity of the models proposed.
• An illustrative example on the efficiency of 60 sets of bank branches in Iran is provided.
摘要
•We propose a novel multi-criteria data envelopment analysis model.•The proposed two-stage DEA is first considered in the presence of ratio data.•Three states are considered (black-box, free-link, and fix-link).•A multi-criteria structure is used to demonstrate the validity of the models proposed.•An illustrative example on the efficiency of 60 sets of bank branches in Iran is provided.
论文关键词:DEA,Two-stage,Multiple criteria,Discrimination power,Ratio data
论文评审过程:Received 23 September 2019, Revised 27 April 2020, Accepted 1 May 2020, Available online 11 May 2020, Version of Record 21 May 2020.
论文官网地址:https://doi.org/10.1016/j.eswa.2020.113508