Determining closest targets on the extended facet production possibility set in data envelopment analysis: modeling and computational aspects

Q Zhu, J Aparicio, F Li, J Wu, G Kou - European Journal of Operational …, 2022 - Elsevier
Within the framework of data envelopment analysis (DEA) methodology, the problem of
determining the closest targets on the efficient frontier is receiving increased attention from …

Handling negative data in slacks-based measure data envelopment analysis models

K Tone, TS Chang, CH Wu - European Journal of Operational Research, 2020 - Elsevier
This paper proposes slacks-based measure (SBM) data envelopment analysis (DEA)
models that handle negative data. Unlike existing negative data allowable DEA models, the …

Performance evaluation through DEA benchmarking adjusted to goals

JL Ruiz, I Sirvent - Omega, 2019 - Elsevier
Abstract Data Envelopment Analysis (DEA) is extended to the evaluation of performance of
organizations within the framework of the implementation of plans for improvements that set …

Using non-radial DEA to assess school efficiency in a cross-country perspective: An empirical analysis of OECD countries

J Aparicio, JM Cordero, M Gonzalez, JJ Lopez-Espin - Omega, 2018 - Elsevier
In this paper we use data from OECD countries participating in PISA 2012 to assess the
efficiency of schools in a cross-country framework. In the analysis, and in contrast to …

Benchmarking economic efficiency

JT Pastor, J Aparicio, JL Zofío - Internat Ser Oper Res Management Sci, 2022 - Springer
This book is the result of the theoretical and empirical research that the authors have
undertaken throughout their careers on the topic of economic and productive efficiency …

Minimum distance efficiency measure in bank production: A directional slack inefficiency approach

H Fukuyama, R Matousek… - Journal of the Operational …, 2022 - Taylor & Francis
In the non-radial efficiency measurement literature, it is common to estimate technical (in)
efficiency by maximising weighted slacks primarily from the computational viewpoint. This …

[HTML][HTML] Least-distance approach for efficiency analysis: A framework for nonlinear DEA models

K Sekitani, Y Zhao - European Journal of Operational Research, 2023 - Elsevier
We propose a class of nonlinear data envelopment analysis (DEA) models, including
variants of the Russell graph measure (RM), BRWZ measure, slack-based measure (SBM) …

Computing gradient-based stepwise benchmarking paths

S Lozano, L Calzada-Infante - Omega, 2018 - Elsevier
In this paper, a new stepwise benchmarking approach is presented. It is based on the
concept of efficiency field potential given by a continuous and differentiable function that …

Closest target setting for two-stage network system: An application to the commercial banks in China

Q An, Q Wu, X Zhou, X Chen - Expert Systems with Applications, 2021 - Elsevier
Traditional data envelopment analysis (DEA) models mainly set the furthest targets as the
frontier projection for inefficient decision-making units (DMUs). To achieve the efficient status …

Closest targets in the slacks-based measure of efficiency for production units with multi-period data

C Kao - European Journal of Operational Research, 2022 - Elsevier
The efficiency calculated from the conventional slacks-based measure (SBM) model is the
minimum in terms of efficiency scores, and the corresponding target point requires more …