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Computers and Operations Research, ISSN 0305-0548, 2010, Volume 37, Issue 6, pp. 1087 - 1090
In this paper, we discuss three-stage models that control for exogenous, non-discretionary inputs in data envelopment analysis. In a recent article in this... 
Non-discretionary inputs | Data envelopment analysis | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | VARIABLES | ENGINEERING, INDUSTRIAL | EFFICIENCY | Monte Carlo methods | Operations research | Mathematical models | Computer simulation | Methodology | Mathematical analysis
Journal Article
Measurement, ISSN 0263-2241, 09/2015, Volume 73, pp. 275 - 283
•Developing computation of scale elasticity in presence of exogenously fixed inputs.•Invoking indirect approach as well as providing the geometry for direct SE... 
Environmental affect | Exogenously fixed (non-discretionary) inputs | Production function | Scale elasticity | Data envelopment analysis | INSTRUMENTS & INSTRUMENTATION | ENGINEERING, MULTIDISCIPLINARY | VARIABLES | TECHNICAL EFFICIENCY | DEA MODELS | NON-DISCRETIONARY INPUTS
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 1998, Volume 111, Issue 3, pp. 461 - 469
The technique for efficiency measurement known as Data Envelopment Analysis (DEA) has been extended to allow non-discretionary inputs that affect production.... 
Efficiency | Non-discretionary inputs | Data envelopment analysis | efficiency | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | data envelopment analysis | non-discretionary inputs | Models
Journal Article
Applied Economics Letters, ISSN 1350-4851, 11/2013, Volume 20, Issue 17, pp. 1592 - 1595
Data envelopment analysis or DEA is a standard methodology for assessing technical efficiency. In many DEA applications, e.g. in the case of schools or... 
data envelopment analysis | environmental inputs | efficiency measurement | MODELS | ECONOMICS | PUBLIC-SCHOOLS | EFFICIENCY | CARE | C61 | NON-DISCRETIONARY INPUTS
Journal Article
Computers and Operations Research, ISSN 0305-0548, 2006, Volume 33, Issue 5, pp. 1173 - 1183
Journal Article
Studies in Fuzziness and Soft Computing, ISSN 1434-9922, 2014, Volume 309, pp. 167 - 189
Conference Proceeding
International Journal of Shipping and Transport Logistics, ISSN 1756-6517, 2013, Volume 5, Issue 1, pp. 95 - 111
Journal Article
International Journal of Productivity and Quality Management, ISSN 1746-6474, 08/2011, Volume 8, Issue 2, pp. 134 - 152
The decision of supplier selection is strategic and crucial to the success of corporations. For selecting suppliers, data envelopment analysis (DEA), as a... 
DEA | Supplier selection | Dual-role factors | Weight restrictions | Non-discretionary inputs | Data envelopment analysis | Productivity | Operations research | Suppliers | Constrictions | Tools | Mathematical models | Criteria | Quality management
Journal Article
Asia Pacific Journal of Tourism Research, ISSN 1094-1665, 08/2011, Volume 16, Issue 4, pp. 417 - 432
In this paper, an input-oriented data envelopment analysis model with discretionary and non-discretionary variables is proposed for measuring the efficiency of... 
efficiency improvement | non-discretionary | efficiency measurement | data envelopment analysis | international tourist hotels | HOSPITALITY, LEISURE, SPORT & TOURISM
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 2009, Volume 192, Issue 1, pp. 1 - 17
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 2007, Volume 190, Issue 2, pp. 1185 - 1197
Discretionary models of data envelopment analysis (DEA) assume that all inputs and outputs can be varied at the discretion of management or other users. In any... 
Efficient frontier | DEA | Non-discretionary inputs | Efficiency | Super-efficiency | MATHEMATICS, APPLIED | efficiency | efficient frontier | ENVELOPMENT | STABILITY | non-discretionary inputs | ADDITIVE-MODEL | super-efficiency | DEA MODELS | CLASSIFICATIONS | Analysis | Management science
Journal Article
Journal of the Operational Research Society, ISSN 0160-5682, 04/2017, Volume 68, Issue 4, pp. 339 - 363
Journal Article
International Journal of Information and Decision Sciences, ISSN 1756-7017, 2012, Volume 4, Issue 4, pp. 371 - 389
Supplier selection is the strategy adopted by the manufacturer, to evaluate and select suppliers, which can fulfil the requirements of the manufacturer. To... 
dual-role factors | DEA | data envelopment analysis | supplier selection | non-discretionary inputs | Operations research | Suppliers | Ranking | Decision making | Tools | Strategy | Mathematical models | Criteria
Journal Article
Computers and Operations Research, ISSN 0305-0548, 2009, Volume 36, Issue 10, pp. 2699 - 2706
The theory for measuring efficiency of producers has developed alternative approaches to correct for the effect of non-discretionary variables in the analysis.... 
Simulation | Efficiency | Non-discretionary inputs | Data envelopment analysis | MEASURING EFFICIENCY | PERFORMANCE | NOISE | NON-DISCRETIONARY | EDUCATION | INPUTS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MODELS | SCALE | ENGINEERING, INDUSTRIAL
Journal Article
International Journal of Educational Development, ISSN 0738-0593, 05/2018, Volume 60, pp. 120 - 127
•The inefficiency of most Tunisian schools is largely attributed to non-discretionary factors more than managerial problem.•The major problem of Tunisian... 
Directional distance function | Educational economics | Efficiency | Non-discretionary inputs | Undesirable outputs | Data envelopment analysis | Teachers | Business schools | Education | Analysis
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 08/2018, Volume 103, pp. 14 - 24
•Non-discretionary factors and mixed integer-valued DEA are integrated together.•A two-stage approach of non-radial super efficiency is proposed.•The... 
Slack-based measure | Non-discretionary factors | Super efficiency | Data envelopment analysis | Integer-valued data | INEFFICIENCIES | DEA | PERFORMANCE | RETURNS | INPUTS | RANKING | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MODELS | SCALE | JOINT | UNITS
Journal Article
International Journal of Computer Mathematics: Computer Systems Theory, ISSN 2379-9927, 02/2020, pp. 1 - 12
Journal Article
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