Environmental performance analysis of Chinese industry from a slacks-based perspective

The industry activities produce massive bad by-products, in the form of waste water, waste gas or solid waste, which are the source of environmental issues. The growing concerns over environmental problems make China reconsider the current developing pattern, and partially necessitate the reformation of economic structure. If the environmental consequences from economic structure reformation are subject to empirical testing, it is of vital importance to make some actual measurement for environmental performance. To achieve this goal, this paper proposes a slacks-based environmental efficiency index based on data envelopment analysis (DEA). An empirical application to industry sector of China presents the following findings: (1) approximately two-thirds of the nation’s provinces are inefficient due to excessive resource utilization, insufficient products or considerable quantities of wastes; (2) Spearman test shows that SO2 and solid waste intensity have more impacts on industrial aggregated efficiency than those of electricity and COD intensity do, which implies that waste gas and solid waste should be paid more attention in pollution abatement; (3) the environmental protection activities have yielded the expected benefits, as the aggregated efficiency of regional industry has been on a rising trend during the past decade; (4) the west region of China has been developing quickly in recently years and performs well both in economy and environmental control.

[1]  T. Koopmans,et al.  Activity Analysis of Production and Allocation. , 1952 .

[2]  R. Shepherd Theory of cost and production functions , 1970 .

[3]  Russell Pittman,et al.  Multilateral Productivity Comparisons with Undesirable Outputs , 1983 .

[4]  C.A.K. Lovell,et al.  Multilateral Productivity Comparisons When Some Outputs are Undesirable: A Nonparametric Approach , 1989 .

[5]  János D. Pintér,et al.  Stochastic modelling and optimization for environmental management , 1991, Ann. Oper. Res..

[6]  Robert W. Haines Environmental performance indicators: Balancing compliance with business economics , 1993 .

[7]  Mikulás Luptácik,et al.  An environmental input-output model with multiple criteria , 1994, Ann. Oper. Res..

[8]  David Wheeler,et al.  The Industrial Pollution Projection System , 1995 .

[9]  Rolf Färe,et al.  Productivity and Undesirable Outputs: A Directional Distance Function Approach , 1995 .

[10]  Daniel Tyteca,et al.  On the Measurement of the Environmental Performance of Firms— A Literature Review and a Productive Efficiency Perspective , 1996 .

[11]  Won W. Koo,et al.  Productivity growth, technological progress, and efficiency change in chinese agriculture after rural economic reforms: A DEA approach , 1997 .

[12]  Daniel Tyteca,et al.  Linear Programming Models for the Measurement of Environmental Performance of Firms—Concepts and Empirical Results , 1997 .

[13]  Jutta Geldermann,et al.  Development of a multiple criteria based decision support system for environmental assessment of recycling measures in the iron and steel making industry , 1998 .

[14]  G. Flichman,et al.  Modelling the trade‐offs between farm income and the reduction of erosion and nitrate pollution , 2000, Ann. Oper. Res..

[15]  C. A. Knox Lovell,et al.  Environmental efficiency with multiple environmentally detrimental variables; estimated with SFA and DEA , 2000, Eur. J. Oper. Res..

[16]  James E. Storbeck,et al.  Efficiency gains from regionalization: economic development in China revisited , 2000 .

[17]  Zbigniew Nahorski,et al.  A review of mathematical models in economic environmental problems , 2000, Ann. Oper. Res..

[18]  Kaoru Tone,et al.  A slacks-based measure of efficiency in data envelopment analysis , 1997, Eur. J. Oper. Res..

[19]  Holger Scheel,et al.  Undesirable outputs in efficiency valuations , 2001, Eur. J. Oper. Res..

[20]  Lawrence M. Seiford,et al.  Modeling undesirable factors in efficiency evaluation , 2002, Eur. J. Oper. Res..

[21]  M. Braglia,et al.  Environmental efficiency analysis for ENI oil refineries , 2002 .

[22]  Kaoru Tone,et al.  A slacks-based measure of super-efficiency in data envelopment analysis , 2001, Eur. J. Oper. Res..

[23]  Pekka J. Korhonen,et al.  ECO-EFFICIENCY ANALYSIS OF POWER PLANTS: AN EXTENSION OF DATA ENVELOPMENT ANALYSIS , 2000 .

[24]  Roberto Montanari,et al.  Environmental efficiency analysis for enel thermo-power plants , 2004 .

[25]  Hwong-Wen Ma,et al.  A multidimensional environmental evaluation of packaging materials. , 2004, The Science of the total environment.

[26]  Osman Zaim,et al.  Measuring environmental performance of state manufacturing through changes in pollution intensities: a DEA framework , 2004 .

[27]  Abdollah Hadi-Vencheh,et al.  Undesirable factors in efficiency measurement , 2005, Appl. Math. Comput..

[28]  Joseph Sarkis,et al.  The adoption of environmental and risk management practices: Relationships to environmental performance , 2006, Ann. Oper. Res..

[29]  Zhongsheng Hua,et al.  Eco-efficiency analysis of paper mills along the Huai River: An extended DEA approach , 2007 .

[30]  Katsuya Tanaka,et al.  Efficiency analysis of Chinese industry : A directional distance function approach , 2007 .

[31]  Rolf Färe,et al.  Environmental production functions and environmental directional distance functions , 2007 .

[32]  Qinghua Zhu,et al.  Empirical analysis of eco-industrial development in China , 2007 .

[33]  J. Bi,et al.  Eco-efficiency analysis of industrial system in China: A data envelopment analysis approach , 2008 .

[34]  Lee Liu,et al.  Sustainability Efforts in China: Reflections on the Environmental Kuznets Curve Through a Locational Evaluation of “Eco-Communities” , 2008 .

[35]  Hongliang Yang,et al.  Incorporating Both Undesirable Outputs and Uncontrollable Variables into Dea: the Performance of Chinese Coal-fired Power Plants Incorporating Both Undesirable Outputs and Uncontrollable Variables into Dea: the Performance of Chinese Coal-fired Power Plants , 2007 .

[36]  Tao Zhang,et al.  Frame work of data envelopment analysis--a model to evaluate the environmental efficiency of China's industrial sectors. , 2009, Biomedical and environmental sciences : BES.

[37]  H. V. D. Werf,et al.  Environmental evaluation of transfer and treatment of excess pig slurry by life cycle assessment. , 2009, Journal of environmental management.

[38]  W. B. Liu,et al.  DEA models with undesirable inputs and outputs , 2010, Ann. Oper. Res..

[39]  David Wheeler,et al.  Environmental performance rating and disclosure , 2010 .

[40]  Feng Yang,et al.  Resource and environment efficiency analysis of provinces in China: A DEA approach based on Shannon’s entropy , 2010 .

[41]  William W. Cooper,et al.  Data Envelopment Analysis: History, Models, and Interpretations , 2011 .

[42]  William W. Cooper,et al.  Handbook on data envelopment analysis , 2011 .

[43]  Yongjia Liang China’s Ethnic Policy Since 2009 , 2016 .