Calculation of China's environmental efficiency and relevant hierarchical cluster analysis from the perspective of regional differences

被引:26
作者
Song, Malin [1 ]
Song, Yaqin [1 ]
Yu, Huayin [1 ]
Wang, Zeya [1 ]
机构
[1] Anhui Univ Finance & Econ, Sch Stat & Appl Math, Bengbu 233030, Peoples R China
基金
中国国家自然科学基金;
关键词
Environmental efficiency; Undesirable output; Hierarchical cluster analysis; Regional difference; UNDESIRABLE OUTPUTS; PRODUCTIVITY; EMISSIONS; OECD; DEA;
D O I
10.1016/j.mcm.2012.04.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the measuring results of environmental efficiency as a basis, redundancy rates of labor, capital stock, energy consumption and three kinds of industrial wastes in each province are calculated respectively by using hierarchical cluster analysis, which suggests that China can be divided into three kinds of economic-environmental zone, namely, intensively-developed zone, optimally-developed zone and slowly-developed zone. Analysis of redundancy rates indicates that the key to improvement of environmental efficiency is to reduce resource waste and emission of three kinds of industrial wastes. Environmental efficiency of the four main regions in China is measured with inter- and inner-differences among them. A downtrend in efficiency is found for all four regions with efficiency value the biggest for the East, bigger for the Northeast, less for the West and the least for the Central. The above quantitative analysis is helpful when new policies are established to improve environmental efficiency of each province in the future. (c) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1084 / 1094
页数:11
相关论文
共 19 条
[1]  
[Anonymous], 2003, QUANTITATIVE MODELS
[2]  
[Anonymous], 2003, NAPW 3 TOR
[3]   SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
CHARNES, A ;
COOPER, WW .
MANAGEMENT SCIENCE, 1984, 30 (09) :1078-1092
[4]   The impact of environmental constraints on productivity improvement in integrated paper plants [J].
Boyd, GA ;
McClelland, JD .
JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT, 1999, 38 (02) :121-142
[5]   Productivity and undesirable outputs: A directional distance function approach [J].
Chung, YH ;
Fare, R ;
Grosskopf, S .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 1997, 51 (03) :229-240
[6]   Measuring ecological efficiency with data envelopment analysis (DEA) [J].
Dyckhoff, H ;
Allen, K .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 132 (02) :312-325
[7]   Nonparametric productivity analysis with undesirable outputs:: Comment [J].
Färe, R ;
Grosskopf, S .
AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 2003, 85 (04) :1070-1074
[8]  
FARE R, 1989, REV ECON STAT, V71, P90
[9]   AN APPLICATION PROCEDURE FOR DEA [J].
GOLANY, B ;
ROLL, Y .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 1989, 17 (03) :237-250
[10]   Inputs/outputs estimation in DEA when some factors are undesirable [J].
Jahanshahloo, GR ;
Vencheh, AH ;
Foroughi, AA ;
Matin, RK .
APPLIED MATHEMATICS AND COMPUTATION, 2004, 156 (01) :19-32