Abstract

This paper employs a newly developed non-radial directional distance function to evaluate China's regional energy and CO 2 emission performance for the period 1997–2009. Moreover, we analyze the impact of China's market-oriented reform on China's regional energy and carbon efficiency. The main findings are as follows. First, most of China's regions did not perform efficiently in energy use and CO 2 emissions. Provinces in the east area generally performed better than those in the central and west areas. By contrast, provinces in the west area generally evidenced the lowest efficiency. Second, Market-oriented reforms, especially the promotion of factor market, were found to have positive effect on the efficiency of energy use and CO 2 emissions. Third, the share of coal in the total energy consumption and the expansion of the industrial sector were found to be negatively correlated with China's regional energy and CO 2 emissions performance. Based on the empirical findings, we provide policy suggestions for enhancing energy and carbon efficiency in China. • A newly developed NDDF are applied to evaluate China's energy and carbon performance. • Most of China's regions did not perform efficiently in energy use and CO 2 emissions. • Market-oriented reforms contributed to improving China's energy and carbon efficiency.

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