Table 3

Probability of entering the CC program

Dependent variablesAdoption (1)Early adoption (2)
Size0.630*** (0.036)0.174*** (0.074)
ROA0.046*** (0.009)0.043** (0.017)
Growth−0.134 (0.089)−0.701 (0.468)
ROA volatility−0.003 (0.014)0.036** (0.016)
Leverage−1.229*** (0.345)−0.209*** (0.756)
Intangibles−0.884** (0.319)−2.706 (1.922)
Listed−0.902*** (0.162)1.098*** (0.353)
Observations Pseudo R-squared1,466 0.523245 0.184
Year FEYesYes

Note(s): This table shows the determinants of CC program adoption and presents coefficients from the estimation of a probit model in equation (1) with the dummy variables Adoption in column (1) and Early Adoption in column (2) as the dependent variables. Our full sample consists of 1,466 firm-year observations for 2014–2021. Standard errors are clustered at the firm level, adjusted for heteroskedasticity, and are reported within parentheses. Significance at the 10, 5 and 1% levels is indicated by *, ** and ***, respectively. FE denotes fixed effect. All continuous variables are winsorised at 1% and 99% levels

Source(s): Authors’ own work

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