Table 2 Input and output of 12 provinces of China in 2020.
From: Regret cross-efficiency evaluation using attitudinal entropy approach
DMU | Region | Full-time Equivalent of R&D Personnel (man-year) | Expenditure on New Products Development (10000 yuan) | Number of Inventions in Force (piece) | Sales Revenue of New Products (10000 yuan) |
|---|---|---|---|---|---|
1 | Beijing | 23546.2 | 2467158.5 | 31243 | 24875373.5 |
2 | Shanghai | 26916.9 | 2628347.5 | 23884 | 16057974.9 |
3 | Guangdong | 320478.9 | 23480624.6 | 271200 | 233583833.2 |
4 | Shanxi | 6502 | 197834.1 | 1365 | 3218403 |
5 | Henan | 31950.8 | 971926.5 | 7842 | 29156732.8 |
6 | Hunan | 27314 | 1355625.7 | 8586 | 14921045 |
7 | Liaoning | 13636.4 | 582739.3 | 6432 | 3862348.2 |
8 | Jilin | 2927.9 | 198220.1 | 1489 | 1555307.8 |
9 | Heilongjiang | 3410.5 | 222181.7 | 1629 | 1699410.8 |
10 | Sichuan | 30781.1 | 1993962.4 | 17326 | 18068055.2 |
11 | Xinjiang | 413.6 | 15688.3 | 319 | 97464 |
12 | Inner Mongolia | 1527.3 | 80282.5 | 671 | 490914.3 |
