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Benchmarking Sustainable Manufacturing: A DEA-Based Method and Application

Jun-Der Leu, Wen-Hsien Tsai, Mei-Niang Fan, Sophia Chuang
2020 Energies  
Since the value-added process of a manufacturing company encompasses both desirable and undesirable outputs, in this study we use a data envelopment analysis-based model to measure performance sustainability  ...  In it, energy, water, and manpower are considered as input resources, meanwhile CO2 emissions, wasted water, chemical compounds, and laborers' injuries are considered as bad outputs.  ...  Acknowledgments: In addition, the authors would like to thank Julia Gauntley, a former Corporate Regional HSE&S Manager of a multinational chemical company, for her professional guidance.  ... 
doi:10.3390/en13225962 fatcat:r6vpbr6wyncbbjl7ak5facqcsa

A novel Data Envelopment Analysis model for solving supplier selection problems with undesirable outputs and lack of inputs

Mahdi Mahdiloo, Reza Farzipoor Saen, Madjid Tavana
2012 International Journal of Logistics Systems and Management  
Data Envelopment Analysis (DEA) has been used to evaluate suppliers' performance when there are multiple inputs and outputs in the supplier selection problem.  ...  The proposed model can measure suppliers' efficiency in problems exhibiting: the presence of undesirable outputs; the lack of input variables and the presence of zero or negative values in the data set  ...  (5) to consider undesirable outputs in an additive model without inputs.  ... 
doi:10.1504/ijlsm.2012.045915 fatcat:4xhkdcz62rbjtnjqiuesfrbkey

New Fixed Assets Investment Project Environmental Performance and Influencing Factors—An Empirical Analysis in China's Optics Valley

Deng, Jin, Ye, Zheng
2019 International Journal of Environmental Research and Public Health  
The measurement model for the system was constructed using a generalized data envelopment analysis (DEA) with undesirable output to evaluate the environmental performances of the new fixed assets investment  ...  As an effective indicator of sustainable development of economy and resource environment, environmental performance can comprehensively reflect the actual level of coordinated development of the economy  ...  based on the CCR model in a generalized DEA model with undesirable output.  ... 
doi:10.3390/ijerph16244891 pmid:31817204 pmcid:PMC6950709 fatcat:6p4sxejbojcuhbfxmoaavnedpy

Integrating multiple criteria decision analysis and production theory for performance evaluation : Framework and review

Harald Dyckhoff, Rainer Souren
2022 European journal of operational research : EJOR 297(3)  
Though, many methods have in common that the results to be assessed are mainly determined by the inputs and outputs of the activities which are to be evaluated.  ...  Accounting, life cycle assessment (LCA) and data envelopment analysis (DEA) are examples of various research areas that independently develop and apply diverse methodologies to evaluate performance.  ...  In an overview of "DEA models with undesirable inputs, intermediates, and outputs", Zhou & Liu (2015) define desirable outputs as "what the decision maker hopes to produce as much as possible" (p. 417  ... 
doi:10.18154/rwth-2021-11352 fatcat:3gueqs2xgbhtdhm445o7uswaze

Integrating multiple criteria decision analysis and production theory for performance evaluation Framework and review

Harald Dyckhoff, Rainer Souren
2021 European Journal of Operational Research  
Though, many methods have in common that the results to be assessed are mainly determined by the inputs and outputs of the activities which are to be evaluated.  ...  Since non-financial results are of growing importance, further methodologies have been developed to evaluate environmental and social aspects of performance, too.  ...  In an overview of "DEA models with undesirable inputs, intermediates, and outputs", Zhou & Liu (2015) define desirable outputs as "what the decision maker hopes to produce as much as possible" (p. 417  ... 
doi:10.1016/j.ejor.2021.05.046 fatcat:3ajrbw5mmzhf3pbjknvfy7am7m

Energy-saving and emission-abatement potential of Chinese coal-fired power enterprise: A non-parametric analysis

Chu Wei, Andreas Löschel, Bing Liu
2015 Energy Economics  
State-owned enterprises (SOE) are not significantly different in 2008 from 2004, but perform better than their non-SOE counterparts in 2008.  ...  This change in performance for large enterprises and SOE might be driven by the "top-1000 Enterprise Energy Conservation Action" that was implemented in 2006.  ...  Xie et al. (2012) use a two-stage network DEA model to evaluate the provincial environmental performance in China and explore the linkage between the environmental efficiency and generation forms.  ... 
doi:10.1016/j.eneco.2015.02.002 fatcat:oj4rwdt7wjb4zaejlmcrf5quwq

The Effects of Ecological Policy of Kyrgyzstan Based on Data Envelope Analysis

Yun Hao, Degang Yang, Jingjing Yin, Xi Chen, Anming Bao, Miao Wu, Xiaoyun Zhang
2019 Sustainability  
The model results can reflect comprehensive effects of ecological policy in social, economic, and ecological aspects.  ...  The aim of this study was two-fold. First, we characterized the eco-policy system structure of Kyrgyzstan in different stages.  ...  This is consistent with the DEA method requirements for input and output indicators.  ... 
doi:10.3390/su11071922 fatcat:jy7gyoelvvg5filnfwzjviq4vu

DEA BASED APPROACH TO SET ENERGY EFFICIENCY TARGET UNDER PAT FRAMEWORK: A CASE OF INDIAN CEMENT INDUSTRY

Anoop Singh, Bharat Sharma
2018 The Central European Review of Economics and Management  
methods: We adopt input-oriented non-controllable DEA model with variable return to scale DEA Conclusions / findings: Due to the implication of in-house energy conversion, we estimate separate energy  ...  This approach does not account for technical and operational aspects like vintage, scale, output mix and input mix.  ...  Hence, an "input-oriented non-controllable model with variable return to scale" DEA model is adopted.  ... 
doi:10.29015/cerem.552 fatcat:dtd6yr64z5c6zcizaccb34nlvu

Benchmarking and incentive regulation of quality of service: an application to the UK electricity distribution networks

Dimitrios Giannakis, Tooraj Jamasb, Michael Pollitt
2005 Energy Policy  
Quality of service has emerged as an important issue in post-reform regulation of electricity distribution networks.  ...  We find that cost efficient firms do not necessarily exhibit high service quality and that efficiency scores of cost-only models do not show high correlation with those of quality-based models.  ...  In an input-oriented DEA model, this can be interpreted as that a firm can reduce the undesirable output attributes and cost (as an ordinary) input while maintaining a given level of ordinary outputs.  ... 
doi:10.1016/j.enpol.2004.04.021 fatcat:gqayf7sjkzbfhobvcs3rgkligq

The Evaluation and Promotion Path of Green Innovation Performance in Chinese Pollution-Intensive Industry

Caiming Wang, Jian Li
2020 Sustainability  
efficiency (static) and productivity (dynamic) using the SBM-Undesirable model and the Malmquist–Luenberger productivity index.  ...  Based on the identification of pollution-intensive industries, this study evaluated the green innovation performance of Chinese pollution-intensive industry from 2014 to 2018 from two dimensions of transformation  ...  DEA is a relatively effective evaluation method based on input-output data. It has an absolute advantage in evaluating the relative efficiency of the same decision-making units.  ... 
doi:10.3390/su12104198 fatcat:fyxblwe5prdj5o3s7u2hq45bt4

Does Global Value Chain Embeddedness Matter for the Green Innovation Value Chain?

Dianxi Hu, Jianling Jiao, Chuxi Chen, Renqiao Xiao, Yunshu Tang
2022 Frontiers in Environmental Science  
Our conclusions are conducive to identifying the weak links in green innovation processes and provide novel empirical evidence for formulating sustainable development countermeasures in an open economy  ...  The KPWW method and the super-efficiency network SBM-DEA model (NSBM-S) are used to measure the GVC embeddedness index and GIVC efficiency, respectively.  ...  However, the early DEA model regarded the decision-making unit (DMU) as a "black box" of input and output, and it was not clear how the input of R&D resources was transformed into intermediate and final  ... 
doi:10.3389/fenvs.2022.779617 fatcat:bpu67m3cejhv3kj5gemv4msgke

A Resource Allocation Model to Support Effcient Air Quality Management in South Africa

Jan Walters Kruger, Urishanie Govender
2009 Social Science Research Network  
This study can therefore claim to be an accurate reflection of input activities and output performance of the air quality units in South Africa.  ...  The measurement of efficiency generally required: (a) an estimation of input variables; (b) an estimation of output variables and (c) a comparison between the two.  ...  Therefore, it serves as a model for clarifying the critical inputs that are required for AQOs to complete their mandated outputs successfully and to actually perform efficiently.  ... 
doi:10.2139/ssrn.1934174 fatcat:krs46ob3vfemreg5zqxez5g36m

Critical Literature Review: The Roles of Organization Behaviour, Corporate Governance and Supply Chain Management in the Measurement of Performance for Commercial Enterprises in a Global Knowledge Economy [chapter]

Alex Manzoni, Sardar M.N. Islam
2009 Contributions to Management Science  
Sarkis (1999) applies DEA in the study of environmentally friendly manufacturing, while Tone (2001 ) shows how to deal with undesirable outputs in DEA, other that treating them as negative inputs.  ...  Technological responsiveness at this level for example, may be an indicator of an innovative and learning organization in phase with economic, social and environmental trends.  ... 
doi:10.1007/978-3-7908-2170-3_2 fatcat:e3ds5cxgtbg25ftyto2vpwzsv4

Sustainable performance assessment: A systematic literature review

Chayma Farchi, Badr Touzi, Fadwa Farchi, Ahmed Mousrij
2021 Journal of Sustainable Development of Transport and Logistics  
Therefore, the sustainable performance of an organization can be defined as the performance that takes a long time to achieve its goals.  ...  The goal of this paper is two-fold.  ...  producing outputs by using inputs.  ... 
doi:10.14254/jsdtl.2021.6-2.8 fatcat:ykylolwvrfcipf3jcuylxwa4vm

Competitiveness of Mutual Agrarian Foreign Trade of the Post-Soviet Countries

Irena Benešová, Luboš Smutka, Jana Hinke, Adriana Laputková
2020 E & M Ekonomie a Management  
International Journal of Environmental Research and Public Health, 15(4) (2) references Acknowledgement: The paper was supported by the grant scheme VEGA 1/0843/18 "Methodological aspects of DEA application  ...  They argued that the DEA model has so far dealt with only desirable inputs/outputs and failed to address the undesirable (CO 2 emissions, etc).  ...  They, therefore, proposed a new eco-DEA model which evaluates undesirable and desirable outputs of dry ports.  ... 
doi:10.15240/tul/001/2020-3-004 fatcat:tkvrn3y7wvajhdwdxrn43xzt6e
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