Performance Evaluation of Pallet Rental Companies: A Non-Oriented Super-Efficiency Integer-Valued DEA Model

被引:3
作者
Ren, Jianwei [1 ,2 ,3 ]
Chen, Chunhua [4 ,5 ]
Gao, Bin [3 ]
Zhang, Jiewei [1 ]
机构
[1] Inner Mongolia Univ, Transportat Inst, Hohhot 010070, Peoples R China
[2] Inner Mongolia Univ, Sch Math Sci, Hohhot 010010, Peoples R China
[3] Univ Plymouth, Plymouth Business Sch, Plymouth PL4 8AA, Devon, England
[4] Jiangxi Univ Finance & Econ, Sch Business Adm, Nanchang 330013, Jiangxi, Peoples R China
[5] Agr Bank China, Lnner Mongolia Branch, Hohhot 010010, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Pallets; Companies; Performance evaluation; Logistics; Numerical models; Industries; Standards; DEA; logistics; pallet; integer; efficiency; DIRECTIONAL DISTANCE FUNCTION; DATA ENVELOPMENT ANALYSIS; SLACKS-BASED MEASURE; MANAGEMENT; ALLOCATION; INPUTS;
D O I
10.1109/ACCESS.2019.2948123
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Pallets play an important role in logistics. It is well known that pallet rental is beneficial to both pallet users and society, and the pallet rental industry is very large nowadays. A non-oriented super-efficiency integer-valued DEA (data envelopment analysis) model for the performance evaluation of pallet rental companies is presented. The method differs from traditional models in that (1) it can be used to accurately estimate the performance of efficient pallet rental companies with integer-valued and real-valued variables; (2) it is an alternative approach to providing numerical super-efficiency scores for efficient pallet rental companies when input-oriented or output-oriented VRS (variable returns to scale) super-efficiency models are infeasible for them. A case study of nine pallet rental companies proves the advantages of the proposed model, and it shows that the efficiency gap among pallet rental companies is very large. Based on the results, some suggestions on the development of the pallet rental industry are proposed. The methodology and results would provide valuable contributions to the decision-making processes of both pallet rental companies and their customers.
引用
收藏
页码:151628 / 151637
页数:10
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