Graph productivity change measure using the least distance to the pareto-efficient frontier in data envelopment analysis

Aparicio, Juan; Garcia-Nove, Eva M.; Kapelko, Magdalena; Pastor, Jesús T.

doi:10.1016/j.omega.2016.10.005

Cited by 20 publications

(4 citation statements)

References 51 publications

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“…Kaur and Kaur (2016) analysed the efficiency and productivity changes in 50 wine companies from 1988 to 2011 using a non-parametric DEA to calculate the changes in the Malmquist total factor productivity (TFP) and then decomposed these into efficiency changes and technological changes. Aparicio et al (2017) collected the latest data on the Spanish high-quality wine industry, decomposed the productivity changes into efficiency changes and technological changes, and then empirically analysed the productivity changes in the decision-making units (DMUs) in the full input-output space. Lekic et al (2018) used a non-parametric linear programming DEA (Data Envelopment Analysis) model to evaluate the activity development and financial efficiencies of representative small wineries in the Republic of Serbia, the results from which allowed for the development of specific strategic recommendations.…”

Section: Literature Reviewmentioning

confidence: 99%

Chinese liquor company management efficiency from a social responsibility perspective: a two stage dynamic directional distance function

Chiu

et al. 2020

Economic Research-Ekonomska Istraživanja

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Section: Literature Reviewmentioning

confidence: 99%

Chinese liquor company management efficiency from a social responsibility perspective: a two stage dynamic directional distance function

Chiu

et al. 2020

Economic Research-Ekonomska Istraživanja

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“…Non-radial measures such as the slacks based measure (SBM) proposed by Tone (2001), the enhanced Russell graph measure (ERGM) proposed in Pastor et al (1999) and the rangeadjusted measure developed by Cooper et al (1999) belong to this sort of models. In the second approach, the closest targets are computed for a given DMU according to a previously specified criterion of similarity, that is, considering the closeness between the values of the inputs and/or outputs of the DMU under assessment and the corresponding targets (see, e.g., Aparicio et al, 2007Aparicio et al, , 2017Fukuyama et al, 2014;Ruiz and Sirvent, 2020;Vakili et al, 2020). Although the least distance approach has the merit of potentially identifying the closest or easily acceptable efficient target for the DMs, we start by utilizing the greatest distance framework that has traditionally been employed because of its computational easiness (Fukuyama et al, 2014), then progressing towards the most preferred efficient target according to the DM's preferences.…”

Section: Introductionmentioning

confidence: 99%

Coupling distinct MOLP interactive approaches with a novel DEA hybrid model

Henriques

Luque

Gutiérrez

2020

Int Trans Operational Res

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We propose a modelling framework which allows considering different priorities and individual expansion and contraction scales for distinct types of inputs and outputs, through the Weighted Russell Directional Distance Model (WRDDM). An equivalence model between the WRDDM and the super-ideal point model has also been established, which is then incorporated into several interactive Multiobjective Linear Programming (MOLP) approaches. The use of these diverse interactive methodologies allows obtaining the benchmark Decision Making Units (DMUs) which best suit the decision maker's (DM) preferences. This feature can be useful since traditional Data Envelopment Analysis (DEA) models tend to completely neglect the DM's preferences and value judgements in the computation of the DMUs used as a reference of best practices. Therefore, with this tool the DMs have the possibility of translating into the decision-making process management constraints (namely, budgetary) and aspiration levels regarding the inputs and outputs, providing much more realistic support for actual decision-making.

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“…Based on the least distance to the Pareto-efficient frontier (Min DS) model, Aparicio J. and Ruiz J. proposed a new method to measure productivity change of DMUs in the full input-output space [22]. Then Aparicio J., Garcia N. and Kapelko M. applied the Min DS model to identify different levels of inefficiency [23]. To achieve the further division of effective units, Piao S. and Li J. estimated the environmental efficiency of China based on the super-efficiency DEA model [24].…”

Section: Introductionmentioning

confidence: 99%

Evaluating and Optimizing Transnational Grid Construction Based on Input-Output Analysis under the Background of Global Energy Interconnection

Jing

2020

Pol. J. Environ. Stud.

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In order to integrate the evaluation and optimization of transnational power grid projects and to quantify the adjustment of energy interconnection schemes, this paper improved the Min DS (minimum distance to strong efficiency frontier) DEA (data envelopment analysis) model and combined it with gray correlation analysis, which can measure the input-output efficiency and quantify and screen the optimization paths. Taking 10 transnational power grid projects and the Asian Energy Internet Program for case analysis, the study found that the input-output efficiency of the third schemes of China's Xinjiang-Pakistan Project is the highest (2.792). For the Southeastern Tibet-Bang Mumbai Project, there is 1047.368-million-yuan investment cost redundancy. The input-output efficiency of Northeast Asia, Southeast Asia and China in 2050 is lower than that of 2030. On the basis of the Asia Energy Interconnection Program in 2030, North-Central Asia, West Asia and South Asia should increase CO 2 emissions reduction by 0.750,0. 396 and 0. 236 million tons respectively. North-Central Asia, West Asia and South Asia should build more hydro-power, wind energy and solar energy power generation bases respectively in order to achieve this adjustment. This work can provide a tool for the evaluation and optimization of transnational power grid project decision makers and energy interconnection scheme planners.

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Graph productivity change measure using the least distance to the pareto-efficient frontier in data envelopment analysis

Cited by 20 publications

References 51 publications

Chinese liquor company management efficiency from a social responsibility perspective: a two stage dynamic directional distance function

Chinese liquor company management efficiency from a social responsibility perspective: a two stage dynamic directional distance function

Coupling distinct MOLP interactive approaches with a novel DEA hybrid model

Evaluating and Optimizing Transnational Grid Construction Based on Input-Output Analysis under the Background of Global Energy Interconnection

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