Logistic regression results (by exchanges)
| Variables | Model 1 | Model 1 | Model 2 | Model 2 |
|---|---|---|---|---|
| (HOSE) | (HNX) | (HOSE) | (HNX) | |
| FP (ROA) | 3.727*** | 5.101*** | ||
| (0.947) | (0.940) | |||
| FP (ROE) | 1.546*** | 2.137*** | ||
| (0.457) | (0.487) | |||
| SIZE | 1.225*** | 1.296*** | 1.226*** | 1.283*** |
| (0.073) | (0.084) | (0.073) | (0.083) | |
| AGE | −0.200 | 0.731*** | −0.182 | 0.820*** |
| (0.168) | (0.187) | (0.167) | (0.182) | |
| LEV | −0.549** | −0.948** | −0.972*** | −1.455*** |
| (0.185) | (0.258) | (0.234) | (0.240) | |
| LIQ | −0.020 | −0.093*** | −0.025 | −0.098*** |
| (0.025) | (0.029) | (0.025) | (0.028) | |
| GRO | 0.100 | −0.151 | 0.115 | −0.131 |
| (0.123) | (0.143) | (0.122) | (0.141) | |
| GDP | −0.14*** | −0.101*** | −0.139*** | −0.100*** |
| (0.028) | (0.029) | (0.028) | (0.029) | |
| INF | −0.074*** | −0.042** | −0.074*** | −0.040** |
| (0.019) | (0.020) | (0.019) | (0.020) | |
| Constant | −14.655*** | −16.492*** | −14.444*** | −16.167*** |
| No of obs | 3,120 | 3,060 | 3,120 | 3,060 |
| Pseudo R-squared | 0.121 | 0.129 | 0.119 | 0.126 |
| Akaike crit. (AIC) | 3173.082 | 2823.908 | 3177.554 | 2833.574 |
| Bayesian crit. (BIC) | 3227.492 | 2877.966 | 3231.964 | 2887.632 |
| Variables | Model 1 | Model 1 | Model 2 | Model 2 |
|---|---|---|---|---|
| (HOSE) | (HNX) | (HOSE) | (HNX) | |
| FP (ROA) | 3.727*** | 5.101*** | ||
| (0.947) | (0.940) | |||
| FP (ROE) | 1.546*** | 2.137*** | ||
| (0.457) | (0.487) | |||
| SIZE | 1.225*** | 1.296*** | 1.226*** | 1.283*** |
| (0.073) | (0.084) | (0.073) | (0.083) | |
| AGE | −0.200 | 0.731*** | −0.182 | 0.820*** |
| (0.168) | (0.187) | (0.167) | (0.182) | |
| LEV | −0.549** | −0.948** | −0.972*** | −1.455*** |
| (0.185) | (0.258) | (0.234) | (0.240) | |
| LIQ | −0.020 | −0.093*** | −0.025 | −0.098*** |
| (0.025) | (0.029) | (0.025) | (0.028) | |
| GRO | 0.100 | −0.151 | 0.115 | −0.131 |
| (0.123) | (0.143) | (0.122) | (0.141) | |
| GDP | −0.14*** | −0.101*** | −0.139*** | −0.100*** |
| (0.028) | (0.029) | (0.028) | (0.029) | |
| INF | −0.074*** | −0.042** | −0.074*** | −0.040** |
| (0.019) | (0.020) | (0.019) | (0.020) | |
| Constant | −14.655*** | −16.492*** | −14.444*** | −16.167*** |
| No of obs | 3,120 | 3,060 | 3,120 | 3,060 |
| Pseudo | 0.121 | 0.129 | 0.119 | 0.126 |
| Akaike crit. (AIC) | 3173.082 | 2823.908 | 3177.554 | 2833.574 |
| Bayesian crit. (BIC) | 3227.492 | 2877.966 | 3231.964 | 2887.632 |
Note(s): ***p < 0.01, **p < 0.05. Standard errors are presented in the parentheses. DTA is digital transformation adoption which takes value of 1 if firm engaged in digital transformation and 0 otherwise; FP is firm performance, measured by either ROA (Net income/Total assets) or ROE (Net income/Total equity); SIZE is firm size, measured by ln(Total assets); AGE is firm age, measured by ln(number of operating years); LEV is financial leverage, measured by Total debt/Total assets; LIQ is liquidity, measured by Current assets/Current liabilities; GROW is growth rate, measured by ; GDP is Gross Domestic Product and INFLA is inflation rate of Vietnam
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