Figures & data
Table 1. Input indicators and output indicators of finance system and sci-tech system.
Figure 2. Collaborative structure of sci-tech finance.
Source: the author based on the variable relation.
![Figure 2. Collaborative structure of sci-tech finance.Source: the author based on the variable relation.](/cms/asset/22b7a562-2ade-4632-8103-49cc9184debf/rero_a_1891110_f0002_b.jpg)
Table 2. Notation and definition.
Table 3. 2009-2016 China's provincial sci-tech finance collaborative efficiency and subsystem efficiency.
Figure 3. The spatial distribution of sci-tech finance collaborative efficiency.
Source: the author based on the original data and empirical results.
![Figure 3. The spatial distribution of sci-tech finance collaborative efficiency.Source: the author based on the original data and empirical results.](/cms/asset/d2955da2-2957-41c6-a26c-dfe3170a59f6/rero_a_1891110_f0003_b.jpg)
Figure 4. National sci-tech finance collaborative efficiency mean line chart.
Source: the author based on the original data and empirical results.
![Figure 4. National sci-tech finance collaborative efficiency mean line chart.Source: the author based on the original data and empirical results.](/cms/asset/9d85c442-4cb2-405b-a911-a0d1ca8ea718/rero_a_1891110_f0004_c.jpg)
Figure 5. R&D and commercialization stage percentage comparison chart.
Source: the author based on the original data and empirical results.
![Figure 5. R&D and commercialization stage percentage comparison chart.Source: the author based on the original data and empirical results.](/cms/asset/90e48b43-169b-4b15-a034-8d74693c2290/rero_a_1891110_f0005_c.jpg)
Table 4. Insufficient DEA output analysis.
Figure 6. The Moran Index value line chart of sci-tech finance collaborative efficiency.
Source: the author based on the original data and empirical results.
![Figure 6. The Moran Index value line chart of sci-tech finance collaborative efficiency.Source: the author based on the original data and empirical results.](/cms/asset/325c55bc-0cc5-40ea-aa31-61297d7e6cd3/rero_a_1891110_f0006_c.jpg)
Figure 7. The Moran scatter diagram of sci-tech finance collaborative efficiency.
Source: the author based on the original data and empirical results.
![Figure 7. The Moran scatter diagram of sci-tech finance collaborative efficiency.Source: the author based on the original data and empirical results.](/cms/asset/382a10fb-a2c7-4d7f-9bb7-554c4cf00698/rero_a_1891110_f0007_c.jpg)
Table 5. Sci-tech finance collaborative efficiency influencing factors.
Table 6. Descriptive statistical analysis.
Table 7. The regression result of the influence factor of sci-tech finance collaborative efficiency.