“…The explanation of this fact from a chemical view is straightforward: the carbon component of non-renewable energy is converted into carbon dioxide during the combustion process. In this context, other scholars have found that the industry structure and technological level can reduce the CO2 emissions from non-renewable energy consumption (Al-mulali, Lee, Mohammed & Sheau-Ting, 2013;Han & Chatterjee, 1997;Lantz & Feng, 2006;Hogan & Jorgenson, 1991;Sohn, 2007;Deng, Alvarado, Toledo & Caraguay, 2020). The former ndings of industry structure and CO2 emissions are also con rmed in studies using China as a context (Zhou, Zhang & Li, 2013;Zhang, Liu, Zhang & Tan, 2014;Wang, Wu, Sun, Shi, Sun &Zhang, 2019;Guan, Meng, Reiner, Zhang, Shan & Mi et al, 2018), as well as technological level and CO2 emissions (Ang, 2009;Wang, Zeng & Liu, 2019;Yunfeng & Laike, 2010).…”