| variable | Patent | R & D |
| b2 | 0.0401 | 0.0006 |
| (−0.36) | (−0.3) | |
| b1 | 0.0362 | 0.001 |
| (−0.35) | (−0.37) | |
| treat | 0.2493** | 0.0049* |
| (−2.21) | (−1.82) | |
| a1 | 0.2311** | 0.0036** |
| (−2.46) | (−2.05) | |
| a2 | 0.2922** | 0.0049** |
| (−2.05) | (−2.03) | |
| a3 | 0.2673** | 0.0071** |
| (−1.98) | (−2.67) | |
| X | control | control |
| year | Yes | Yes |
| individual | Yes | Yes |