China’s Provincial Low-Carbon Efficiency: A DEA-SBM and Malmquist Analysis

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The analysis of provincial low-carbon efficiency highlights important disparities, especially between coastal and Northeast provinces.
Shanghai had a mean efficiency score of 1.60, significantly outperforming Heilongjiang with a score of 0.37.
Using the DEA-SBM and Malmquist index, this research evaluated low-carbon economic development from 2016 to 2022.
Policy suggestions include focusing on inter-regional technology transfer to enhance decarbonization efforts in less efficient areas.

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Analysis reveals significant disparities in low-carbon efficiency across provinces, highlighting technology transfer implications.

Song et al. (2025) studied this question.

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