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Table 11 Robustness with canton and sector dummies

From: Firms’ participation in the Swiss COVID-19 loan programme

 

(1) Part.(y/n)

(2) Part.(y/n)

(3) Part.(y/n)

Lockdown index (sectors within cantons)

1.75***

1.82***

− 0.26

Virus cases (in canton)

0.73***

1.17

0.66***

Liquidity ratio, mean (sectors within cantons)

− 0.11***

− 0.12***

0.01

Debt ratio, mean (sectors within cantons)

− 0.21

− 0.19

− 0.10

Constant

Yes

Yes

Yes

Headcount dummies

Yes

Yes

Yes

Age dummies

Yes

Yes

Yes

Canton dummies

No

Yes

No

Sector dummies

No

No

Yes

Observations

471211

471211

471211

Log-likelihood

− 212285.10

− 211706.62

− 204289.58

  1. Logit model. The dependent variable is a firm-level binary variable that indicates firm participation in the loan programme. Standard errors are clustered at the sector-canton level of the FSO financial variables. Sector dummies use the sectoral breakdown of the lockdown index. ***, ** and * denote statistical significance (two-tailed) at the 1%, 5% and 10% significance levels, respectively