Indicator system for measuring the level of digital economy
| Level 1 indicators | Secondary indicators | Information entropy | Utility value | Weights | Indicator properties |
|---|---|---|---|---|---|
| Digital infrastructure (0.150) | Internet penetration | 0.978 | 0.022 | 0.015 | + |
| Length of long-distance fiber optic cable lines | 0.963 | 0.037 | 0.026 | + | |
| Internet broadband access port | 0.953 | 0.047 | 0.033 | + | |
| Number of Internet domain names | 0.891 | 0.109 | 0.076 | + | |
| Digital industrialization (0.402) | Gross industrial output value of the digital industry | 0.815 | 0.185 | 0.130 | + |
| Digital industry practitioners | 0.887 | 0.113 | 0.079 | + | |
| Revenue from software operations | 0.830 | 0.170 | 0.119 | + | |
| Total telecommunication services | 0.894 | 0.106 | 0.074 | + | |
| Digitization of industry (0.140) | E-commerce sales | 0.878 | 0.122 | 0.086 | + |
| Enterprise informatization level | 0.966 | 0.034 | 0.024 | + | |
| Enterprise website coverage | 0.989 | 0.011 | 0.008 | + | |
| Digital Inclusive Finance Index | 0.967 | 0.033 | 0.023 | + | |
| Digital governance (0.091) | Level of digital government | 0.994 | 0.006 | 0.004 | – |
| Number of digital economy enterprises | 0.909 | 0.091 | 0.064 | + | |
| Government support | 0.967 | 0.033 | 0.023 | + | |
| Digital innovation capacity (0.216) | Years of schooling per capita | 0.974 | 0.026 | 0.018 | + |
| R&D investment intensity | 0.974 | 0.026 | 0.018 | + | |
| Full-time equivalent of R&D personnel | 0.871 | 0.129 | 0.090 | + | |
| Number of patent applications granted | 0.873 | 0.127 | 0.089 | + |
| Level 1 indicators | Secondary indicators | Information entropy | Utility value | Weights | Indicator properties |
|---|---|---|---|---|---|
| Digital infrastructure (0.150) | Internet penetration | 0.978 | 0.022 | 0.015 | + |
| Length of long-distance fiber optic cable lines | 0.963 | 0.037 | 0.026 | + | |
| Internet broadband access port | 0.953 | 0.047 | 0.033 | + | |
| Number of Internet domain names | 0.891 | 0.109 | 0.076 | + | |
| Digital industrialization (0.402) | Gross industrial output value of the digital industry | 0.815 | 0.185 | 0.130 | + |
| Digital industry practitioners | 0.887 | 0.113 | 0.079 | + | |
| Revenue from software operations | 0.830 | 0.170 | 0.119 | + | |
| Total telecommunication services | 0.894 | 0.106 | 0.074 | + | |
| Digitization of industry (0.140) | E-commerce sales | 0.878 | 0.122 | 0.086 | + |
| Enterprise informatization level | 0.966 | 0.034 | 0.024 | + | |
| Enterprise website coverage | 0.989 | 0.011 | 0.008 | + | |
| Digital Inclusive Finance Index | 0.967 | 0.033 | 0.023 | + | |
| Digital governance (0.091) | Level of digital government | 0.994 | 0.006 | 0.004 | – |
| Number of digital economy enterprises | 0.909 | 0.091 | 0.064 | + | |
| Government support | 0.967 | 0.033 | 0.023 | + | |
| Digital innovation capacity (0.216) | Years of schooling per capita | 0.974 | 0.026 | 0.018 | + |
| R&D investment intensity | 0.974 | 0.026 | 0.018 | + | |
| Full-time equivalent of R&D personnel | 0.871 | 0.129 | 0.090 | + | |
| Number of patent applications granted | 0.873 | 0.127 | 0.089 | + |
Source(s): Table created by authors
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