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Efficiency evaluation and influencing factors analysis of fiscal and taxation policies: A method combining DEA-AHP and CD function
This paper combines the Cobb-Douglas (CD)with the method of Data Envelopment Analysis and Analytic Hierarchy Process(DEA-AHP) and applies it to the...
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Performance analysis of non-banking finance companies using two-stage data envelopment analysis
This paper analyses the performance of non-banking finance companies (NBFC) in the Indian context using data envelopment analysis (DEA). The...
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Operational Performance Evaluation of E-government Microblogs Under Emergencies Based on a DEA Method
Microblogging has become a crucial channel for e-governments to interact with the public and has been evolving as a powerful and promising tool to...
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Using Network DEA and Grey Prediction Model for Big Data Analysis: An Application in the Global Airline Efficiency
This study proposes a big data enabled analytics approach to extract the valuable information through network Data Envelopment Analysis (DEA)...
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Social Benefit Evaluation of Shantytown Reconstruction Based on DEA: A Case Study of xI'an, China
In recent years, with the rapid process of urbanization in China, shantytowns have gradually become the bottleneck of urban sustainable development,...
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Applications of data envelopment analysis in acute care hospitals: a systematic literature review, 1984–2022
This study reviews scholarly publications on data envelopment analysis (DEA) studies on acute care hospital (ACH) efficiency published between 1984...
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DEA Application in Sustainability 1996–2019: The Origins, Development, and Future Directions
Sustainable development and sustainability assessment have been of great interest to both academe and practitioners in the past decades. In this...
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DEA under big data: data enabled analytics and network data envelopment analysis
This paper proposes that data envelopment analysis (DEA) should be viewed as a method (or tool) for data-oriented analytics in performance evaluation...
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Incorporating causal modeling into data envelopment analysis for performance evaluation
The risk factors in banking have been considered an undesirable carryover variable by the literature. Methodologically, we consider the risk factor...
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Nonparametric efficiency measurement of undergraduate teaching by university size
Conventional data envelopment analysis (DEA) models assume that all decision-making units (DMUs) are homogenous. While higher education institutions...
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Value Extracting in Relative Performance Appraisal with Network DEA: An Application to U.S. Equity Mutual Funds
In the mutual fund industry, beating a comparable benchmark index is an important criterion of mutual fund (MF) performance evaluation. Benchmarking...
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BNDES’ Impact on the Steel Industry’s Efficiency: A Two-Stage Malmquist Model Usage
Using a two-stage Malmquist Data Envelopment Analysis, this chapter aims to evaluate how the Brazilian National Development Bank impacts the steel...
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Efficiency evaluation of China’s high-tech industry with a dynamic network data envelopment analysis game cross-efficiency model
When using Data Envelopment Analysis (DEA) to evaluate the efficiency of a high-tech industrial system, it is necessary to consider the operating...
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Network DEA and Big Data with an Application to the Coronavirus Pandemic
Network Data Envelopment Analysis (NDEA) has the potential to be usefully combined with Big Data sets. We first discuss the DEA technology...
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Overlooked effect of negative data on efficiency analysis
Financial data may contain nonpositive values, which can be addressed using logarithm transformation or the addition of constant. However, production...
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An integrated multiple objective decision making approach for exploring the competitiveness of pharmaceutical multinational enterprises
This study integrated multiple objective decision-making approaches including data envelopment analysis (DEA), rough set theory and TOPSIS method for...
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Fair Target Setting for Intermediate Products in Two-Stage Systems with Data Envelopment Analysis
In a two-stage system with two divisions connected in series, fairly setting the target outputs for the first stage or equivalently the target inputs...
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Assessing the sustainable supply chains of tomato paste by fuzzy double frontier network DEA model
This study develops a double frontier fuzzy network data envelopment analysis (FNDEA) model for assessing the sustainable supply chains. The proposed...
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A systematic literature review of data envelopment analysis implementation in agriculture under the prism of sustainability
Safeguarding natural resources and energy is essential to ensure food security for future generations. Given the increase of published papers in the...
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Logistics Processes Optimization with Regard to Sustainability Concerns
Sustainability has been considered, by many researchers, as a major concern for transportation planning in logistics processes. The types of vehicles...