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Trends and Policy Implications of Data Envelopment Analysis Method in the Process of Environment Sustainable Development

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  • Xiao Liu
  • Jun Miao
  • Houxue Xia
  • Anqi Qiu
  • Jin Chen

Abstract

Effective performance evaluation for sustainable development is significantly important for determining the dynamic harmony and balance of environment, economy and society. Data envelopment analysis (DEA) has been widely applied in the field of sustainability evaluation modeling in recent years. In this study, the application of DEA in sustainable development field research is systematically reviewed. The entire framework of DEA in sustainable development research is constructed, and the characteristics of the research works are summarized. The principal characters used in previous studies are identified and compared, and then the methodological framework for deriving sustainable development indicators is introduced. Finally, from the two aspects of method and experience, this study summarizes some beneficial points of model selection. Based on this, the expectation of DEA method in the process of sustainable development is further discussed.

Suggested Citation

  • Xiao Liu & Jun Miao & Houxue Xia & Anqi Qiu & Jin Chen, 2020. "Trends and Policy Implications of Data Envelopment Analysis Method in the Process of Environment Sustainable Development," International Business Research, Canadian Center of Science and Education, vol. 13(11), pages 1-25, November.
  • Handle: RePEc:ibn:ibrjnl:v:13:y:2020:i:11:p:25
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    1. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
    2. Gary S. Becker & Casey B. Mulligan, 1997. "The Endogenous Determination of Time Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 729-758.
    3. Charnes, A. & Cooper, W. W. & Huang, Z. M. & Sun, D. B., 1990. "Polyhedral Cone-Ratio DEA Models with an illustrative application to large commercial banks," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 73-91.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Liu, Xiao & Zhou, Dequn & Zhou, Peng & Wang, Qunwei, 2017. "What drives CO2 emissions from China’s civil aviation? An exploration using a new generalized PDA method," Transportation Research Part A: Policy and Practice, Elsevier, vol. 99(C), pages 30-45.
    6. Houshyar, Ehsan & Azadi, Hossein & Almassi, Morteza & Sheikh Davoodi, Mohammad Javad & Witlox, Frank, 2012. "Sustainable and efficient energy consumption of corn production in Southwest Iran: Combination of multi-fuzzy and DEA modeling," Energy, Elsevier, vol. 44(1), pages 672-681.
    7. Joe Zhu, 2014. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Quantitative Models for Performance Evaluation and Benchmarking, edition 3, chapter 1, pages 1-9, Springer.
    8. Viet-Ngu Hoang & Mohammad Alauddin, 2012. "Input-Orientated Data Envelopment Analysis Framework for Measuring and Decomposing Economic, Environmental and Ecological Efficiency: An Application to OECD Agriculture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(3), pages 431-452, March.
    9. Callens, Isabelle & Tyteca, Daniel, 1999. "Towards indicators of sustainable development for firms: A productive efficiency perspective," Ecological Economics, Elsevier, vol. 28(1), pages 41-53, January.
    10. van Calker, K.J. & Berentsen, P.B.M. & de Boer, I.J.M. & Giesen, G.W.J. & Huirne, R.B.M., 2007. "Modelling worker physical health and societal sustainability at farm level: An application to conventional and organic dairy farming," Agricultural Systems, Elsevier, vol. 94(2), pages 205-219, May.
    11. Korhonen, Pekka J. & Luptacik, Mikulas, 2004. "Eco-efficiency analysis of power plants: An extension of data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 154(2), pages 437-446, April.
    12. Li, Man, 2010. "Decomposing the change of CO2 emissions in China: A distance function approach," Ecological Economics, Elsevier, vol. 70(1), pages 77-85, November.
    13. Gerdessen, Johanna C. & Pascucci, Stefano, 2013. "Data Envelopment Analysis of sustainability indicators of European agricultural systems at regional level," Agricultural Systems, Elsevier, vol. 118(C), pages 78-90.
    14. Pacudan, Romeo & de Guzman, Elaine, 2002. "Impact of energy efficiency policy to productive efficiency of electricity distribution industry in the Philippines," Energy Economics, Elsevier, vol. 24(1), pages 41-54, January.
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    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

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