Main models
| Variables | (1) Operational ROA | (2) Operational ROA | (3) Net ROA | (4) Net ROA |
|---|---|---|---|---|
| IMS | 0.1447*** | 0.1132** | ||
| (0.0467) | (0.0475) | |||
| Partial IMS | 0.1968*** | 0.1786*** | ||
| (0.0568) | (0.0569) | |||
| Long-term debt/assets | −0.1203 | −0.1601** | −0.4057*** | −0.4451*** |
| (0.0736) | (0.0741) | (0.0734) | (0.0745) | |
| Total assets (millions) | −0.3963*** | −0.4027*** | −0.1152 | −0.1331 |
| (0.0963) | (0.0956) | (0.0963) | (0.0961) | |
| Operating leverage | −0.1214* | −0.1306** | −0.0807 | −0.0878 |
| (0.0637) | (0.0632) | (0.0634) | (0.0628) | |
| Revenue | 0.2768*** | 0.2765*** | 0.2164*** | 0.2141*** |
| (0.0499) | (0.0497) | (0.0498) | (0.0495) | |
| Macro-industry dummies | Sim | Sim | Sim | Sim |
| N | 400 | 400 | 400 | 400 |
| Firms | 40 | 40 | 40 | 40 |
| Wald χ2 | 74.39 | 77.49 | 68.91 | 73.78 |
| R2 overall | 0.1891 | 0.1780 | 0.2053 | 0.2049 |
| Variables | (1) Operational ROA | (2) Operational ROA | (3) Net ROA | (4) Net ROA |
|---|---|---|---|---|
| IMS | 0.1447*** | 0.1132** | ||
| (0.0467) | (0.0475) | |||
| Partial IMS | 0.1968*** | 0.1786*** | ||
| (0.0568) | (0.0569) | |||
| Long-term debt/assets | −0.1203 | −0.1601** | −0.4057*** | −0.4451*** |
| (0.0736) | (0.0741) | (0.0734) | (0.0745) | |
| Total assets (millions) | −0.3963*** | −0.4027*** | −0.1152 | −0.1331 |
| (0.0963) | (0.0956) | (0.0963) | (0.0961) | |
| Operating leverage | −0.1214* | −0.1306** | −0.0807 | −0.0878 |
| (0.0637) | (0.0632) | (0.0634) | (0.0628) | |
| Revenue | 0.2768*** | 0.2765*** | 0.2164*** | 0.2141*** |
| (0.0499) | (0.0497) | (0.0498) | (0.0495) | |
| Macro-industry dummies | Sim | Sim | Sim | Sim |
| 400 | 400 | 400 | 400 | |
| Firms | 40 | 40 | 40 | 40 |
| Wald | 74.39 | 77.49 | 68.91 | 73.78 |
| 0.1891 | 0.1780 | 0.2053 | 0.2049 |
Note(s): Standard errors in parentheses. Standardized coefficients. *p < 0.10, **p < 0.05, ***p < 0.01
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