Table 8.
Alternative Operationalization of Treatment – Excluding Groups of Words from the Pandemic-related Definition. The analysis covers 62 bi-monthly periods from 01/01/2018 to 07/31/2020 and 126 countries. Treated (–“group i”) is an indicator that takes the value of 1 for investments in ventures with pandemic-related activities (excluding the respective group of words “group i” from the definition of pandemic-related), and 0 otherwise. First Case is an indicator that takes the value of 1 for periods after the beginning of the spread of COVID-19 (i.e., after the first confirmed case) in country c, and 0 otherwise. The table reports coefficient estimates followed by standard errors, clustered at country level, in parentheses. ***, **, and * indicate statistical significance at the 1%, 5%, and 10% level, respectively.
| VC invested amount |
Number VC transactions |
|||||||||
| Dependent Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) |
| Treated (–“biology”) × First Case | 0.474*** | 0.064*** | ||||||||
| (0.141) | (0.015) | |||||||||
| Treated (–“pharmaceutical”) × First Case | 0.462*** | 0.064*** | ||||||||
| (0.142) | (0.015) | |||||||||
| Treated (–“medicine”) × First Case | 0.402*** | 0.059*** | ||||||||
| (0.131) | (0.014) | |||||||||
| Treated (–“health”) × First Case | 0.367*** | 0.044*** | ||||||||
| (0.136) | (0.014) | |||||||||
| Treated (–“supply chain”) × First Case | 0.481*** | 0.064*** | ||||||||
| (0.141) | (0.016) | |||||||||
| Observations | 15,624 | 15,624 | 15,624 | 15,624 | 15,624 | 15,624 | 15,624 | 15,624 | 15,624 | 15,624 |
| Adjusted R-squared | 0.663 | 0.659 | 0.661 | 0.666 | 0.662 | 0.498 | 0.484 | 0.503 | 0.516 | 0.489 |
| Country-Deal Category Fixed Effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Time Fixed Effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Country-Deal Category Trend | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |