Data envelopment analysis;
Hierarchical network;
Cross-efficiency;
Fairness;
CRITIC;
Higher education;
DATA ENVELOPMENT ANALYSIS;
AGGREGATION;
PERFORMANCE;
INDUSTRY;
WEIGHTS;
MODELS;
D O I:
10.1007/s12351-023-00811-8
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:
Several scholars have utilized hierarchical network Data Envelopment Analysis modeling techniques to assess the performance of complex structures. However, there has been limited consideration given to the integration of a peer-appraisal setting within a self-evaluation hierarchical context. This aims to enhance discriminatory power and mitigate the issue of unrealistic weighting scheme. To this end, our study extends the single-stage hierarchical additive self-evaluation model of Kao (Omega 51:121-127, 2015. https://doi.org/10.1016/j.omega.2014.09.008), by integrating the well-established cross-efficiency method. An original combination of a maxmin secondary goal model and the Criteria Importance Through Inter-criteria Correlation (CRITIC) method is proposed, to expand the basic hierarchical self-evaluation model. The maxmin model addresses the issue of the non-unique optimal multipliers obtained from the self-evaluation model, ensuring a more realistic weight scheme. The CRITIC method, that tackles the aggregation problem by objectively determining weights of criteria, rewards the minority and is conducive to a fairer evaluation. Results indicate that the proposed approach is more likely to obtain a unique efficiency and ranking score for the units under consideration. This study entails a numerical experimentation aimed at evaluating the efficiency of a set of 20 universities while validating the applicability of our proposed approach. To conclude, the practical applications of this methodological framework could encompass assessing services within the higher education sector or fostering sustainable development across various operations within a hierarchical structure.
机构:
Cent South Univ, Sch Business, Changsha, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Chu, Junfei
Su, Wang
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Business, Changsha, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Su, Wang
Li, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Southwestern Univ Finance & Econ, Fac Business Adm, Sch Business Adm, Chengdu 611130, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Li, Feng
Yuan, Zhe
论文数: 0引用数: 0
h-index: 0
机构:
Leonard de Vinci Pole Univ, Res Ctr, Paris La Def, Courbevoie, FranceCent South Univ, Sch Business, Changsha, Peoples R China
机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Chinese Acad Sci, Grad Univ, Beijing 100039, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Yang, Guo-liang
Yang, Jian-bo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Business Sch, Manchester M60 1QD, Lancs, EnglandChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Yang, Jian-bo
Liu, Wen-bin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kent, Kent Business Sch, Canterbury CT2 7PE, Kent, EnglandChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Liu, Wen-bin
Li, Xiao-xuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
机构:
I Shou Univ, Kaohsiung, TaiwanFar E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, Taiwan
Bao, C-P
Chen, T-H
论文数: 0引用数: 0
h-index: 0
机构:
Far E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, TaiwanFar E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, Taiwan
Chen, T-H
Chang, S-Y
论文数: 0引用数: 0
h-index: 0
机构:
Natl Cheng Kung Univ, Tainan 70101, TaiwanFar E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, Taiwan
机构:
Fuzhou Univ, Sch Publ Adm, Fuzhou 350108, Peoples R China
City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon Tong, Hong Kong, Peoples R ChinaFuzhou Univ, Sch Publ Adm, Fuzhou 350108, Peoples R China
Wang, Ying-Ming
Chin, Kwai-Sang
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon Tong, Hong Kong, Peoples R ChinaFuzhou Univ, Sch Publ Adm, Fuzhou 350108, Peoples R China
机构:
Cent South Univ, Sch Business, Changsha, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Chu, Junfei
Su, Wang
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Business, Changsha, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Su, Wang
Li, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Southwestern Univ Finance & Econ, Fac Business Adm, Sch Business Adm, Chengdu 611130, Peoples R ChinaCent South Univ, Sch Business, Changsha, Peoples R China
Li, Feng
Yuan, Zhe
论文数: 0引用数: 0
h-index: 0
机构:
Leonard de Vinci Pole Univ, Res Ctr, Paris La Def, Courbevoie, FranceCent South Univ, Sch Business, Changsha, Peoples R China
机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Chinese Acad Sci, Grad Univ, Beijing 100039, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Yang, Guo-liang
Yang, Jian-bo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Manchester Business Sch, Manchester M60 1QD, Lancs, EnglandChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Yang, Jian-bo
Liu, Wen-bin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kent, Kent Business Sch, Canterbury CT2 7PE, Kent, EnglandChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Liu, Wen-bin
Li, Xiao-xuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
机构:
I Shou Univ, Kaohsiung, TaiwanFar E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, Taiwan
Bao, C-P
Chen, T-H
论文数: 0引用数: 0
h-index: 0
机构:
Far E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, TaiwanFar E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, Taiwan
Chen, T-H
Chang, S-Y
论文数: 0引用数: 0
h-index: 0
机构:
Natl Cheng Kung Univ, Tainan 70101, TaiwanFar E Univ, Dept Ind & Business Management, Hsin Shih 744, Tainan County, Taiwan
机构:
Fuzhou Univ, Sch Publ Adm, Fuzhou 350108, Peoples R China
City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon Tong, Hong Kong, Peoples R ChinaFuzhou Univ, Sch Publ Adm, Fuzhou 350108, Peoples R China
Wang, Ying-Ming
Chin, Kwai-Sang
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon Tong, Hong Kong, Peoples R ChinaFuzhou Univ, Sch Publ Adm, Fuzhou 350108, Peoples R China