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DEA models with Russell measures

Wanfang Shen, Guoliang Yang, Zhongbao Zhou, Wenbin Liu
2018 Annals of Operations Research  
In real applications, data envelopment analysis (DEA) models with Russell measures are widely used although their theoretical studies are scattered over the literature.  ...  In this work, we systematically examine some of the models from the viewpoint of preferences used in their Production Possibility Sets (PPS).  ...  DEA models with the Russell measures in the literature.  ... 
doi:10.1007/s10479-018-2867-2 fatcat:gjt427ov2vbwtc5fqib5nsasmq

Efficiency Decomposition with Enhancing Russell Measure in Data Envelopment Analysis

2010 American Journal of Applied Sciences  
Because of some difficulties with the measure of weights, Russell measure utilizes the mean of all input/output efficiency measurements as the efficiency score of a specific business unit.  ...  Problem statement: Most studies about the application of Data Envelopment Analysis (DEA) follow the concept of radial and non-radial efficiency measures.  ...  CONCLUSION This study is concerned with the measurement of efficiency from a DEA perspective. Because of the similarity to the Russell measure, we have called it the enhanced Russell measure.  ... 
doi:10.3844/ajassp.2010.438.441 fatcat:dkqeofqfoffxzjarqrvbmkqtuy

Extended utility and DEA models without explicit input

Guoliang Yang, Wanfang Shen, Daqun Zhang, Wenbin Liu
2014 Journal of the Operational Research Society  
We then propose generic DEA-WEI models with quadratic utility terms.  ...  Finally, we provide illustrative examples to show that DEA-WEI with suitable quadratic utility terms are able to reflect some value judgments that the standard DEA models cannot.  ...  with Russell measurement (Model 14).  ... 
doi:10.1057/jors.2013.68 fatcat:44ecq2te6rg6bif4vkzittxfty

An enhanced DEA Russell graph efficiency measure

J.T. Pastor, J.L. Ruiz, I. Sirvent
1999 European Journal of Operational Research  
Under some speci®c technologies, Farrell's measure was implemented giving rise to the ®rst DEA models, CCR (Charnes, A.).  ...  In this paper we propose a new GEM inspired by the Russell Graph Measure of Technical Eciency which avoids the computational and interpretative diculties with this latter measure.  ...  Other global eciency measures  ... 
doi:10.1016/s0377-2217(98)00098-8 fatcat:hn7544vnmbafjklmi5fpl3745e

An Enhanced Russell Measure of Super-Efficiency for Ranking Efficient Units in Data Envelopment Analysis

2011 American Journal of Applied Sciences  
Approach: This study proposes a super-efficiency model based on the Enhanced Russell Measure (ERM) of efficiency.  ...  However, DEA does not provide more information about the efficient DMUs. Super-efficiency DEA model can be used in ranking the performance of efficient DMUs.  ...  CONCLUSION This study proposed a super-efficiency model based on the Enhanced Russell Measure (ERM) model to rank the efficient DMUs in Data Envelopment Analysis (DEA).  ... 
doi:10.3844/ajassp.2011.92.96 fatcat:wkocd6nr3zh4daj7t6kdx5k3my

Enhanced Russell measure in fuzzy DEA

Meiqiang Wang, Yongjun Li
2010 International Journal of Data Analysis Techniques and Strategies  
Enhanced Russell graph measure (ERM) eliminates these deficiencies.  ...  Based on ERM model, a fuzzy DEA model is proposed to deal with the efficiency evaluation problem with the given fuzzy input and output data, by using a ranking method based on the comparison of -cuts.  ...  Enhanced Russell graph efficiency measure (ERM) (Pastor and Ruiz, 1999 ) utilises a ratio measure in place of the weighted average of arithmetic and harmonic means of Russell graph efficiency measure,  ... 
doi:10.1504/ijdats.2010.032454 fatcat:bv2dn4ckyvg35jvwshqwkkvbqm

Page 136 of The Journal of the Operational Research Society Vol. 47, Issue 1 [page]

1996 The Journal of the Operational Research Society  
The basic DEA models (e.g.  ...  On the other hand, a non-radial DEA measure (i.e. the Russell measure) allows for non-proportional reductions in each positive input, or augmentations in each positive output*.  ... 

An Evaluation of Irrigation Water Use Efficiency in Crop Production Using a Data Envelopment Analysis Approach: A Case of Louisiana, USA

Tej K. Gautam, Krishna P. Paudel, Kurt M. Guidry
2020 Water  
We use smoothed heterogeneous bootstrapping procedures in conventional data envelopment analysis (DEA) and supplement it with a nonradial measure of efficiency known as the Russell measure.  ...  The irrigation efficiency scores obtained from both an input- and an output-based DEA approach indicate that producers are over-applying irrigation water by approximately 37 percent.  ...  In a single input and output model, the Russell measure is equal to the radial measure.  ... 
doi:10.3390/w12113193 fatcat:2oagt7orobg4jowh4ddcxzrdgq

Data Envelopment Analysis with Preference Structure

Joe Zhu
1996 Journal of the Operational Research Society  
The basic DEA models (e.g.  ...  On the other hand, a non-radial DEA measure (i.e. the Russell measure) allows for non-proportional reductions in each positive input, or augmentations in each positive output*.  ... 
doi:10.2307/2584258 fatcat:6eakggzhyvawznrn42jvnq5daa

MODELS AND MEASURES FOR EFFICIENCY DOMINANCE IN DEA Part II : Free Disposal Hull (FDH) and Russel Measure (RM) Approaches

I. Bardhan, W.F. Bowlin, W.W. Cooper, Toshiyuki Sueyoshi
1996 Journal of the Operations Research Society of Japan  
Abstfuct Models and measures of eMc:iency dominance as treat,ed by Free Disposal Hull and Russell Measure approaches te eMciency evaluatioR are examined as they relate te additive medels and MED (Measllres  ...  of Eraciency Dominance) in DEA.  ...  Introduction Mixed integer versions of the additive models of DEA with associated measures "rere introduced in [4] as a way to deal with "eMciency dominance".  ... 
doi:10.15807/jorsj.39.333 fatcat:yexogei7brfr5e7eav45gjeaia

Potential Improvements in a Non-Radial Inefficiency Measurement

In this regard, a non-radial inefficiency in terms of Russell model is proposed. An interactive approach is considered to gain the appropriate operational benchmark as well.  ...  In this paper, a potential improvement approach to separate two issues of benchmark selection and efficiency measurement is studied.  ...  Section 3 introduces a new Non-radial inefficiency index in terms of Russell Model in DEA. Section 4 describes the data set which will be used in the empirical analysis.  ... 
doi:10.24818/18423264/ fatcat:vhdms6edhzcebilnk6cid6ygui

A Well-Defined Composite Indicator: An Application to Corporate Social Responsibility

Juan Aparicio, Magdalena Kapelko, Juan F. Monge
2020 Journal of Optimization Theory and Applications  
We also implement a new version of the Russell output measure of technical efficiency working with full-dimensional efficient facets.  ...  within DEA to create BoD models.  ...  To show its importance, we ran an output-oriented SBM model, which coincides with Russell model, with k 1 and k 4 added to output variables.  ... 
doi:10.1007/s10957-020-01701-1 fatcat:yi6j2rwmaffxdezhqg3lw3wm2q

Efficiency and Ranking Measurement of Vendors by Data Envelopment Analysis

Hadi Shorouyehzad, Farhad Hoseinzadeh Lotfi, Mirbahador Aryanezhad, Reza Dabestani
2011 International Business Research  
One of the key issues in logistics management context is the measurement of the vendors' efficiency which helps companies to achieve the most appropriate services.  ...  Anderson and Peterson model is also applied to rank the efficient vendors. The criteria considered in this model are service quality, price, average of late deliveries and rate of rejected parts.  ...  Analytical Network Process Sarkis and Talluri (2002) Matrix Method Gregory (1986) Multi-objective Programming Weber and Ellram (1993) Total Cost of Ownership Ellram (1995) Human Judgment Models  ... 
doi:10.5539/ibr.v4n2p137 fatcat:yyojy5gsevdkfnl5faymyqava4

A new approach in the DEA technique for measurement of productivity of decision-making units through efficiency and effectiveness

Jafar Esmaeeli, Maghsoud Amiri, Houshang Taghizadeh
2021 Scientia Iranica. International Journal of Science and Technology  
So, the purpose of this study is to develop a new approach in the DEA technique in order to measure productivity of DMUs through efficiency and effectiveness simultaneously, in one stage and interdependently  ...  have measured the performance of DMUs by efficiency criteria.  ...  Fujii et al. [34] applied a new methodology using the weighted Russell directional distance model to measure technical inefficiency, and Malmquist productivity index-DEA and Luenberger productivity index-DEA  ... 
doi:10.24200/sci.2020.54858.3961 fatcat:t4r7omj7srfmjo5ghp4djsgfzy

Page 482 of The Journal of the Operational Research Society Vol. 58, Issue 4 [page]

2007 The Journal of the Operational Research Society  
, who propose an Russell graph efficiency’ measure).  ...  (II, Bro ) | j=l n n ee eee GDF (Xo, y,) =min (3) Model (3) is highly nonlinear, but it becomes linear for the special cases corresponding to traditional oriented DEA models.  ... 
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