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Hence, this study endeavors to gauge the distortion of energy allocation and analyze its consequences for carbon emission efficiency. We initially determine energy allocation distortion, by using a meta-frontier non-radial Malmquist index, leveraging a production function and carbon emission efficiency. To counteract the endogeneity effect, we employ a generalized method of moments model for evaluating how distortions in energy allocation a