Region | Technical efficiency | Changes in technological progress | Pure technical efficiency | Scale efficiency | Total factor productivity |
Beijing | 0.958 | 1.031 | 0.985 | 0.973 | 0.988 |
Tianjin | 1.000 | 0.993 | 1.000 | 1.000 | 0.993 |
Hebei | 1.000 | 1.021 | 1.000 | 1.000 | 1.021 |
Shanghai | 1.000 | 1.021 | 1.000 | 1.000 | 1.021 |
Jiangsu | 0.987 | 0.994 | 1.000 | 0.987 | 0.981 |
Zhejiang | 1.010 | 0.995 | 1.014 | 0.996 | 1.005 |
Fujian | 0.995 | 1.010 | 0.995 | 1.000 | 1.005 |
Shandong | 0.980 | 0.992 | 1.000 | 0.980 | 0.972 |
Guangdong | 0.994 | 1.003 | 1.011 | 0.984 | 0.997 |
Hainan | 1.038 | 0.993 | 0.977 | 1.062 | 1.031 |
Eastern Region | 0.996 | 1.005 | 0.998 | 0.998 | 1.001 |
Shanxi | 1.060 | 1.010 | 1.060 | 1.001 | 1.070 |
Anhui | 1.021 | 0.995 | 1.016 | 1.005 | 1.015 |
Jiangxi | 1.039 | 1.008 | 1.036 | 1.003 | 1.048 |
Henan | 1.007 | 1.003 | 1.012 | 0.995 | 1.010 |
Hubei | 1.026 | 0.996 | 1.026 | 1.000 | 1.021 |
Hunan | 1.000 | 1.007 | 1.002 | 0.998 | 1.007 |
Central region | 1.026 | 1.003 | 1.025 | 1.000 | 1.029 |
Inner Mongolia | 1.018 | 1.017 | 1.019 | 0.999 | 1.035 |
Guangxi | 1.004 | 1.003 | 1.021 | 0.984 | 1.007 |
Chongqing | 0.996 | 0.997 | 1.005 | 0.991 | 0.993 |
Sichuan | 1.018 | 1.037 | 1.022 | 0.996 | 1.056 |
Guizhou | 0.959 | 1.039 | 0.977 | 0.981 | 0.996 |
Yunnan | 1.135 | 1.022 | 1.126 | 1.008 | 1.160 |
Xizang | 0.918 | 1.042 | 1.000 | 0.918 | 0.957 |
Shaanxi | 1.000 | 0.992 | 1.000 | 1.000 | 0.992 |
Gansu | 0.932 | 0.998 | 0.937 | 0.995 | 0.930 |
Qinghai | 0.988 | 1.017 | 0.983 | 1.005 | 1.006 |
Ningxia | 0.982 | 0.991 | 1.000 | 0.982 | 0.973 |
Xinjiang | 1.074 | 1.002 | 1.065 | 1.009 | 1.076 |
Western Region | 1.002 | 1.013 | 1.013 | 0.989 | 1.015 |
Liaoning | 1.052 | 1.054 | 1.051 | 1.001 | 1.108 |
Jilin | 0.999 | 0.988 | 1.004 | 0.995 | 0.988 |
Heilongjiang | 0.983 | 1.010 | 0.988 | 0.995 | 0.993 |
Northeast China | 1.011 | 1.017 | 1.014 | 0.997 | 1.030 |
Mean value | 1.005 | 1.009 | 1.010 | 0.995 | 1.014 |