Lagged models
| Variables | (1) Operational ROA | (2) Operational ROA | (3) Net ROA | (4) Net ROA |
|---|---|---|---|---|
| IMS (t−1) | 0.1005* | 0.1095** | ||
| (0.0545) | (0.0558) | |||
| Partial IMS (t−1) | 0.1277* | 0.1359** | ||
| (0.0652) | (0.0661) | |||
| Long-term debt/assets | −0.1131 | −0.1429* | −0.4186*** | −0.4529*** |
| (0.0773) | (0.0770) | (0.0781) | (0.0788) | |
| Total assets (millions) | −0.3048*** | −0.3100*** | −0.1031 | −0.1131 |
| (0.1036) | (0.1036) | (0.1048) | (0.1057) | |
| Operating leverage | −0.1256* | −0.1296* | −0.0978 | −0.1029 |
| (0.0672) | (0.0668) | (0.0675) | (0.0673) | |
| Revenue | 0.2850*** | 0.2845*** | 0.2284*** | 0.2277*** |
| (0.0526) | (0.0525) | (0.0529) | (0.0529) | |
| Macro-industry dummies | Sim | Sim | Sim | Sim |
| N | 325 | 325 | 316 | 316 |
| Firms | 37 | 37 | 36 | 36 |
| Wald χ2 | 56.78 | 57.72 | 64.84 | 65.28 |
| R2 overall | 0.1815 | 0.1690 | 0.1994 | 0.1923 |
| Variables | (1) Operational ROA | (2) Operational ROA | (3) Net ROA | (4) Net ROA |
|---|---|---|---|---|
| IMS ( | 0.1005* | 0.1095** | ||
| (0.0545) | (0.0558) | |||
| Partial IMS ( | 0.1277* | 0.1359** | ||
| (0.0652) | (0.0661) | |||
| Long-term debt/assets | −0.1131 | −0.1429* | −0.4186*** | −0.4529*** |
| (0.0773) | (0.0770) | (0.0781) | (0.0788) | |
| Total assets (millions) | −0.3048*** | −0.3100*** | −0.1031 | −0.1131 |
| (0.1036) | (0.1036) | (0.1048) | (0.1057) | |
| Operating leverage | −0.1256* | −0.1296* | −0.0978 | −0.1029 |
| (0.0672) | (0.0668) | (0.0675) | (0.0673) | |
| Revenue | 0.2850*** | 0.2845*** | 0.2284*** | 0.2277*** |
| (0.0526) | (0.0525) | (0.0529) | (0.0529) | |
| Macro-industry dummies | Sim | Sim | Sim | Sim |
| 325 | 325 | 316 | 316 | |
| Firms | 37 | 37 | 36 | 36 |
| Wald | 56.78 | 57.72 | 64.84 | 65.28 |
| 0.1815 | 0.1690 | 0.1994 | 0.1923 |
Note(s): Standard errors in parentheses. Standardized coefficients. *p < 0.10, **p < 0.05, ***p < 0.01
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.