“…Spatial heterogeneity is the spatial manifestation of natural and socioeconomic processes, and the spatial heterogeneity of the GTFP in China has also been influenced by socioeconomic and natural environmental factors. Based on previous studies, we probed the effects of the following factors on GTFP: level of economic development (eco), which is represented by the real per capita GDP (Guo et al, 2021); energy structure (ene), which is represented by the ratio of coal consumption to total energy consumption (Wang and Jia, 2022); the intensity of environmental regulation (ers), which is represented by the ratio of industrial pollution control investment to industrial value added (Wei et al, 2012); the level of openness (ope), which is represented by the trade volume to GDP ratio (Peng et al, 2021); level of industrial structure (ins), which is represented by the ratio of the added value of tertiary industries to the added value of secondary industries (Shu and Qi, 2020); the level of technological innovation (tec), which is represented by the number of patent applications received (Liu et al, 2022); the level of education (edu), which is represented by years of per capita education (Földvári and van Leeuwen, 2009); and the level of governmental intervention (gov), which is represented by the ratio of fiscal expenditure to GDP (Huang and Xie, 2008). A geodetector was used to identify the key drivers of GTFP development in China and the types of interactions between factors.…”