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. 2022 Feb 19;147:106443. doi: 10.1016/j.jbankfin.2022.106443

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