Energy efficiency of selected OECD countries: A slacks based model with undesirable outputs

被引:132
作者
Apergis, Nicholas [1 ]
Aye, Goodness C. [2 ]
Barros, Carlos Pestana [3 ]
Gupta, Rangan [2 ]
Wanke, Peter [4 ]
机构
[1] Northumbria Univ, Sch Business, Newcastle Upon Tyne NE1 8ST, Tyne & Wear, England
[2] Univ Pretoria, Dept Econ, ZA-0002 Pretoria, South Africa
[3] Univ Lisbon, ISEG, P-1247978 Lisbon, Portugal
[4] Univ Fed Rio de Janeiro, COPPEAD Grad Business Sch, BR-21949900 Rio De Janeiro, Brazil
关键词
Energy; OECD; SBM-Undesitable; Two-stage GLMM-MCMC; DATA ENVELOPMENT ANALYSIS; LINEAR MIXED MODELS; CONSUMPTION; REGIONS;
D O I
10.1016/j.eneco.2015.05.022
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper presents an efficiency assessment of selected OECD countries using a Slacks Based Model with undesirable or bad outputs (SBM-Undesirable). In this research, SBM-Undesirable is used first in a two-stage approach to assess the relative efficiency of OECD countries using the most frequent indicators adopted by the literature on energy efficiency. Besides, in the second stage, GLMM-MCMC methods are combined with SBM-Undesirable results as part of an attempt to produce a model for energy performance with effective predictive ability. The results reveal different impacts of contextual variables, such as economic blocks and capital-labor ratio, on energy efficiency levels. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:45 / 53
页数:9
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