“…Referring to the practice of Fan et al, Fan et al, Li et al and Wang [ 41 , 42 , 43 , 44 ], this part divides the total sample into three regional sub-samples, namely, the eastern sample, the central sample and the western sample (Eastern provinces: Hebei, Liaoning, Jiangsu, Zhejiang, Fujian, Shandong, Guangdong and Hainan; provinces of central cities: Jilin, Anhui, Shanxi, Jiangxi, Henan, Hubei, Hunan, Heilongjiang; provinces (autonomous regions) of western Cities: Yunnan Province, Inner Mongolia Autonomous Region, Sichuan Province, Ningxia Hui Autonomous Region, Guangxi Zhuang Autonomous Region, Xinjiang Uygur Autonomous Region, Gansu Province, Guizhou Province, Shaanxi Province and Qinghai Province.). Because the foreign trade system of Hong Kong, Taiwan and Macao are different, they are not taken as research objects in this study.…”