Variable | Definitions | Source | |
| L_PATENT_GRA | Log of granted patents in the province i in year (t + 3) | National Bureau of Statistics of China |
| L_PATENT_POP | Log of granted patents per million persons in the province i in year (t + 3) | National Bureau of Statistics of China |
| L_GDP_PC | Log of GDP per capita | National Bureau of Statistics of China |
| L_PERSONAL | Log of amount of full-time equivalent of R & D personnel | China Statistical Yearbook on Science and Technology |
| OPENNESS | Openness level: trade volume/GDP | China Statistical Yearbook |
| ED_SHARE | Share of local government’s expenditures spent on education | National Bureau of Statistics of China |
| INTER | Intermediary and law system | National Economic Research Institute |
| IP | Strength of protection for intellectual property | National Economic Research Institute |
| TERTIARY | Share of tertiary sector in GDP | National Bureau of Statistics of China |
| UNI_RD | Percentage of R & D expenditures from universities | China Statistical Yearbook on Science and Technology |
| BANK | Contributions of bank to scientific and technical activities | China Statistical Yearbook on Science and Technology |