Analysis of the Ecological Efficiency of Chinese Provincial Based on the Three-stage DEA Model
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Ecological efficiency is an important index measuring and reflecting the sustainable development level of economy, resources and environment in a region. This paper makes an empirical study on the ecological efficiency of 31 provinces in China in 2014 with the three-stage DEA model. The results show that the three indexes, the total investment in environmental governance (Unit: hundred million Yuan), the second industry proportion(%), and per capita automobile ownership (car/ten thousand people) functioning as the external environmental variables have significantly impacted the regional ecological efficiency. Excluding the impact of the external environment and statistical noise, the technical efficiency of regional ecological efficiency has increased from 0.526 to 0.639, and the pure technical efficiency has increased from 0.650 to 0.858, with the scale efficiency decreased from 0.833 to 0.740, accurately reflecting the regional ecological efficiency level. 31 Chinese provinces are classified into four different types according to the pure technical efficiency and scale efficiency. Every region shall, according to the characteristics of its efficiency, emphasize differently on improving the management level or expanding the scale of production so as to improve the ecological efficiency.
Abstract
Ecological efficiency is an important index measuring and reflecting the sustainable development level of economy, resources and environment in a region. This paper makes an empirical study on the ecological efficiency of 31 provinces in China in 2014 with the three-stage DEA model. The results show that the three indexes, the total investment in environmental governance (Unit: hundred million Yuan), the second industry proportion(%), and per capita automobile ownership (car/ten thousand people) functioning as the external environmental variables have significantly impacted the regional ecological efficiency. Excluding the impact of the external environment and statistical noise, the technical efficiency of regional ecological efficiency has increased from 0.526 to 0.639, and the pure technical efficiency has increased from 0.650 to 0.858, with the scale efficiency decreased from 0.833 to 0.740, accurately reflecting the regional ecological efficiency level. 31 Chinese provinces are classified into four different types according to the pure technical efficiency and scale efficiency. Every region shall, according to the characteristics of its efficiency, emphasize differently on improving the management level or expanding the scale of production so as to improve the ecological efficiency.
참고문헌 (25)
- Banker, R. D., "Returns to Scale in Different Dea Models", European Journal of Operational Research, 154(2), pp.345~362 (2004)
- Banker, R. D., "Piecewise Log linear Estimation of Efficient Production Surfaces", Management Science, 32(1), pp.126~135 (1986)
- Banker, R. D., "Estimation of Returns to Scale Using Data Envelopment Analysis", European Journal of Operational Research, 62(1), pp.74~84 (1992)
- Eco-efficiency : Creating More Value with Less Impact, "Björn Stigson", WBCSD, 5~36 (2000)
- Charnes, A., "Measuring the Efficiency of Decision Making Units", European Journal of Operational Research, 2(6), pp.429~444 (1978)
- Chen, Weiwei., "Research on Three-stage DEA Model", Systems Engineering, 9(1), pp.144~149 (2014)
- Deng, Bo., "Research on Ecological Efficiency Based on Three-Stage DEA Model", China Soft Science, 11(2), pp.92~99 (2011)
- Fried, H. O., "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis", Journal of Productivity Analysis, 17(1), pp.157~174 (2002)
- Li, Fang, "Evaluation on Industrial Structure Optimization in Oasis of Arid Area Based on the DEA Analysis-a Case Study of Xinjiang", Ecological Economy, 12(2), pp.36~40 (2006)
- Li, Liping., "Eco-efficiency-OECD New Environmental Management Experience", Environmental Science Trends, 6(3), pp.33~36 (2000)
- 오지환, "DEA 모형을 이용한 부품소재산업의 효율성 분석", 경영과 정보연구, 31(1), pp.273~292 (2012), 대한경영정보학회
- 박현우, "기술가치평가를 위한 실용적 하이브리드 모델의 제안", 경영과 정보연구, 28(4), pp.27~44 (2009), 대한경영정보학회
- Qu, Lingfu, "Automobile and Environmental Pollution", Ecological Economy, 7(1), pp.146~149 (2010)
- Schaltegger, S., "Ökologische Rationalität : Ansatzpunkte zur Ausgestaltung Von ökologieorientierten Management Instrument", Die Unternehmung, 44(3), pp.273~290 (1990)
- Stephan, S., "Changing Course: A Global Business Perspective on Development and the Environment" (1992), MIT PREESS
- Wang, Dong, "Study on Regional Industrial Eco-Efficiency in China Based on DEA Theory", Ecological Economy, 4(2), pp.24~28 (2011)
- Worthington, A. C., "Cost Efficiency in Australian Local Government : A Comparative Analysis of Mathematical Programming and Econometrics Approaches", Financial Accountability and Management, 16(3), pp.201~224 (2000)
- Wu, Mingran, "Measurement on Regional Ecological Efficiency in China and Analysis on Its Influencing Factors Based on DEA-tobit Two-stage Method", Technology Economics, 35(3), pp.75~80 (2016)
- Xue, Jingjing, "Coordinated Development between Regional Energy Efficiency and the Economy in China", Resources Science, 35(4), pp.713~721 (2013)
- Xu, Zhengsong, "Coordinated Development between Regional Energy Efficiency and the Economy in China", Contemporary Finance & Economics, 8(1), pp.15~20 (2014)
- Yang, Bin, "Research on Regional Eco-efficiency of China From 2000 to 2006-An Empirical Analysis Based on DEA", Economic Geography, 29(7), pp.1197~1202 (2009)
- Yang, Jun, "Environmental Investment Efficiency in China Based on Three-stage DEA Model", Journal of Systems Engineering, 27(5), pp.699~711 (2012)
- Zhou, Yang., "Valuation and Spatial Correlation Analysis on Regional Ecological Efficiency-The Case of Shandong Province", Academic Forum, 39(10), pp.78~81 (2016)
- Zhu, Dajian, "Eco-efficiency Indicators and Their Demonstration as The Circular Economy Measurement in China", Resources and Environment in the Yangtze Basin, 17(1), pp.1~5 (2008)
- 장영재, "한국과 OECD 국가의 의료서비스산업의 기술효율성 분석", 경영과 정보연구, 32(1), pp.87~109 (2013), 대한경영정보학회
