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

Table 11.

Alternative Operationalization of Treatment – Extending the Pandemic-related definition. The analysis covers 62 bi-monthly periods from 01/01/2018 to 07/31/2020 and 126 countries. Broad Treated is an indicator that takes the value of 1 for investments in ventures with pandemic-related activities based on a broader definition of pandemic-related to include activities that could be affected not only by the spread of COVID-19 but also by the resultant lockdowns, and 0 otherwise. Treated is an indicator that takes the value of 1 for investments in ventures with pandemic-related activities, and 0 otherwise. Social Distancing is an indicator that takes the value of 1 for investments in ventures with social-distancing activities, 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)

Broad Treated × First Case 0.515*** 0.065***
(0.145) (0.018)
Treated × First Case 0.485*** 0.062***
(0.138) (0.017)
Social Distancing × First Case 0.496*** 0.069***
(0.139) (0.020)
Observations 15,624 23,436 15,624 23,436
Adjusted R-squared 0.649 0.640 0.855 0.848
Country-Deal Category Fixed Effects Yes Yes Yes Yes
Time Fixed Effects Yes Yes Yes Yes
Country-Deal Category Trend Yes Yes Yes Yes