Ranking decision making units based on the multi-directional efficiency measure

Soltani, Narges; Yang, Zijiang; Lozano, Sebastián

doi:10.1080/01605682.2021.1967211

Cited by 6 publications

(2 citation statements)

References 40 publications

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“…Data envelopment analysis (DEA for short) is an efficiency analysis method that can be used to evaluate decision-making units with multiple inputs and outputs, first proposed by Charnes et al [21]. As the traditional DEA model has the defects of inputs and outputs being enlarged and reduced in the same proportion, Fried tried to add the interference of environmental factors and random noise in the model, and proposed the famous three-stage DEA model.…”

Section: Methodsmentioning

confidence: 99%

Research on Policy Effect and Regional Difference of Allocation Efficiency of Rural Preschool Education Resources

Tang,

Lan

2024

Preprint

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Rural preschool education is an organic part of rural society, and improving the public service system of rural preschool education is an important guarantee for the implementation of rural revitalization strategy. This paper uses input-oriented three-stage DEA model and Malmquist index to conduct static and dynamic analysis of rural preschool education resource input performance from 2012 to 2020 in nearly 30 provinces in eastern, central and western China. The results show that urbanization level, birth rate, social consciousness, kindergarten scale and other external factors have a significant impact on the performance of rural preschool education resources input; After stripping the influence of environment and random factors, the overall trend of average performance of rural preschool education resources has been improved, and presents a descending regional pattern of "middle, east and west". Therefore, in order to further improve the performance of rural preschool education resources input, we should make overall planning to promote the rational and effective resource input and allocation; we should adjust dynamically to ensure the basic quality of educational resource allocation; we should learn from each other to realize the complementary advantages of resources in the eastern, western and central regions.

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Section: Methodsmentioning

confidence: 99%

Research on Policy Effect and Regional Difference of Allocation Efficiency of Rural Preschool Education Resources

Tang,

Lan

2024

Preprint

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“…For an efficient DMU p , we can use the optimal solution of the S-PEIMIL model (denoted with a double asterisk) to compute a Super-SBM efficiency score (e.g., Soltani et al [43]).…”

Section: Super Sbi Interval Modelmentioning

confidence: 99%

A Novel Slacks-Based Interval DEA Model and Application

Arana-Jiménez,

Lozano-Ramírez,

Sánchez-Gil

et al. 2024

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This paper proposes a novel slacks-based interval DEA approach that computes interval targets, slacks, and crisp inefficiency scores. It uses interval arithmetic and requires solving a mixed-integer linear program. The corresponding super-efficiency formulation to discriminate among the efficient units is also presented. We also provide a case study of its application to sustainable tourism in the Mediterranean region, assessing the sustainable tourism efficiency of twelve Mediterranean regions to validate the proposed approach. The inputs and outputs cover the three sustainability dimensions and include GHG emissions as an undesirable output. Three regions were found to be inefficient, and the corresponding inputs and output improvements were computed. A total rank of the regions was also obtained using the super-efficiency model.

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Multidirectional Dynamic Inefficiency Analysis: An Extension to Include Corporate Social Responsibility

Kapelko

Stefanou

2023

Lecture Notes in Economics and Mathematical Systems

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Ranking decision making units based on the multi-directional efficiency measure

Cited by 6 publications

References 40 publications

Research on Policy Effect and Regional Difference of Allocation Efficiency of Rural Preschool Education Resources

Research on Policy Effect and Regional Difference of Allocation Efficiency of Rural Preschool Education Resources

A Novel Slacks-Based Interval DEA Model and Application

Multidirectional Dynamic Inefficiency Analysis: An Extension to Include Corporate Social Responsibility

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