Evaluating the eco-efficiency of China's industrial sectors: A two-stage network data envelopment analysis.

Because the industrial process always results in pollutant emissions, pollution treatment has become necessary for the sustainable development of industry. This paper aims to evaluate the eco-efficiency of China's industrial sectors between 2007 and 2015 by using the directional distance function (DDF) of network data envelopment analysis (DEA), which contains a two-stage structure that divides industrial processes into three linked subprocesses, i.e., the production, wastewater and waste gas treatment processes. The results show that (1) from 2007 to 2015, the eco-efficiency and all process efficiencies of China's industries achieved considerable improvement. This finding indicates that China's industries have already achieved a win-win situation in the development of environmental protection and economic growth over the past few years. (2) During the sampling period, the highest performance was observed during the waste gas treatment process, followed by the wastewater treatment and production processes. During the same period, the performance of wastewater treatment exhibited the fastest growth, followed by the performance of production and waste gas treatment. (3) The eco-efficiencies of China's industrial subsectors exhibited significant industrial differences: the eco-efficiency of the mining industry was the lowest due to a decline in its performance during the waste gas treatment process, while due to the excellent performance during the production wastewater treatment process, the eco-efficiencies of the electricity, gas production and supply industries were the highest. • A two-stage network DEA framework for eco-efficiencies estimation proposed in this study. • The industrial process was divided into three linked sub-stages, i.e., the production, waste water and waste gas treatment stages. • The eco-efficiency of China's industrial sectors during 2007–2015 was analyzed in this study. • Results show that the eco-efficiency and all sub-stage efficiencies of China's industries achieved considerable improvement during the sample period. [ABSTRACT FROM AUTHOR]