Evaluating energy efficiency for airlines: An application of VFB-DEA

被引:111
作者
Cui, Qiang [1 ]
Li, Ye [2 ]
机构
[1] Dalian Maritime Univ, Transportat Management Coll, Dalian 116026, Peoples R China
[2] Dalian Univ Technol, Fac Econ & Management, Dalian 116024, Peoples R China
关键词
Energy efficiency; Airlines; VFB-DEA; DATA ENVELOPMENT ANALYSIS; SUPER-EFFICIENCY; EMPIRICAL-ANALYSIS; FUEL EFFICIENCY; COUNTRIES; CHINA; CONSUMPTION; EMISSIONS; INDUSTRY; MODELS;
D O I
10.1016/j.jairtraman.2015.02.008
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
In this paper, the energy efficiency of airlines has been studied with number of employees, capital stock and tons of aviation kerosene as the inputs and Revenue Ton Kilometers, Revenue Passenger Kilometers, total business income and CO2 emissions decrease index as the outputs. A new model, Virtual Frontier Benevolent DEA Cross Efficiency model (VFB-DEA), is proposed to calculate the energy efficiencies of 11 airlines from 2008 to 2012. Spearman correlation coefficient is applied to validate the applicability of the new model. The results indicate that capital efficiency is an important factor in driving energy efficiency, and the American financial crisis had a significant influence on the change in energy efficiency during this period. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:34 / 41
页数:8
相关论文
共 43 条
[1]   A PROCEDURE FOR RANKING EFFICIENT UNITS IN DATA ENVELOPMENT ANALYSIS [J].
ANDERSEN, P ;
PETERSEN, NC .
MANAGEMENT SCIENCE, 1993, 39 (10) :1261-1265
[2]  
[Anonymous], 2010, P 14 AIR TRANSP RES
[3]   An integrated, DEA PCA numerical taxonomy approach for energy efficiency assessment and consumption optimization in energy intensive manufacturing sectors [J].
Azadeh, A. ;
Amalnick, M. S. ;
Ghaderi, S. F. ;
Asadzadeh, S. M. .
ENERGY POLICY, 2007, 35 (07) :3792-3806
[4]   The historical fuel efficiency characteristics of regional aircraft from technological, operational, and cost perspectives [J].
Babikian, R ;
Lukachko, SP ;
Waitz, IA .
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2002, 8 (06) :389-400
[5]   An evaluation of European airlines' operational performance [J].
Barros, Carlos Pestana ;
Peypoch, Nicolas .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2009, 122 (02) :525-533
[6]  
[卞亦文 Bian Yiwen], 2013, [系统工程理论与实践, Systems Engineering-Theory & Practice], V33, P482
[7]   Energy efficiency and policy in Swedish pulp and paper mills: A data envelopment analysis approach [J].
Blomberg, Jerry ;
Henriksson, Eva ;
Lundmark, Robert .
ENERGY POLICY, 2012, 42 :569-579
[8]  
BONNETERRE J, 1990, CANCER RES, V50, P6931
[9]   Estimating the linkage between energy efficiency and productivity [J].
Boyd, GA ;
Pang, JX .
ENERGY POLICY, 2000, 28 (05) :289-296
[10]  
Chames A., 1991, J PROD ANAL, V2, P197, DOI DOI 10.1007/BF00159732