Regression results
| Predicted sign | Model A (Linear − LEAD TIME) | Model B (Logistic − LATE FILING) | Model C (Linear − LEAD TIME) | Model D (Logistic − LATE FILING) | Model E (Linear − LEAD TIME) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Beta | Significance | Beta | Significance | Beta | Significance | Beta | Significance | Beta | Significance | |
| Constant | 175.191 | 0.000*** | −1.262 | 0.004** | 170.738 | 0.000*** | −3.024 | 0.001** | 184.239 | 0.000*** | |
| AUDIT | − (H1a and H1b) | 13.061 | 0.004** | 0.064 | 0.803 | ||||||
| BIG 4 | − (H2a and H2b) | −16.035 | 0.001** | −1.113 | 0.012* | ||||||
| PROFITABILITY | + (H3a) − (H3b) | −0.019 | 0.439 | 0.001 | 0.456 | −0.139 | 0.009** | −0.006 | 0.187 | 0.012 | 0.680 |
| ASSETS | −4.109 | 0.001** | −0.154 | 0.028* | −0.634 | 0.645 | 0.050 | 0.642 | −7.706 | 0.000*** | |
| DEBT | 17.278 | 0.004** | 0.452 | 0.184 | 12.290 | 0.099 | 1.184 | 0.055 | 23.704 | 0.009** | |
| MANUFACTURING | −9.132 | 0.252 | −1.866 | 0.066 | −5.293 | 0.568 | −0.898 | 0.389 | −12.280 | 0.322 | |
| MONTH | −4.356 | 0.256 | −0.151 | 0.481 | −5.562 | 0.242 | −0.260 | 0.454 | −2.903 | 0.611 | |
| PAGES | 0.852 | 0.243 | 0.033 | 0.435 | 0.544 | 0.411 | 0.015 | 0.779 | 2.579 | 0.345 | |
| FIRM AGE | 0.165 | 0.245 | −0.010 | 0.286 | 0.195 | 0.203 | 0.003 | 0.823 | 0.127 | 0.604 | |
| Sample size | 1000 (audited + unaudited firms) | 1000 (audited + unaudited firms) | 438 (audited firms) | 438 (audited firms) | 562 (unaudited firms) | ||||||
| Adjusted R2 | 0.022 | 0.031 | 0.027 | ||||||||
| F-statistics significance | 0.000 | 0.006 | 0.002 | ||||||||
| Pseudo R2 | 0.036 | 0.071 | |||||||||
| Chi2 significance | 0.033 | 0.065 | |||||||||
| Predicted sign | Model A | Model B | Model C | Model D | Model E | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Beta | Significance | Beta | Significance | Beta | Significance | Beta | Significance | Beta | Significance | |
| Constant | 175.191 | 0.000 | −1.262 | 0.004 | 170.738 | 0.000 | −3.024 | 0.001 | 184.239 | 0.000 | |
| AUDIT | − ( | 13.061 | 0.004 | 0.064 | 0.803 | ||||||
| BIG 4 | − ( | −16.035 | 0.001 | −1.113 | 0.012 | ||||||
| PROFITABILITY | + ( | −0.019 | 0.439 | 0.001 | 0.456 | −0.139 | 0.009 | −0.006 | 0.187 | 0.012 | 0.680 |
| ASSETS | −4.109 | 0.001 | −0.154 | 0.028 | −0.634 | 0.645 | 0.050 | 0.642 | −7.706 | 0.000 | |
| DEBT | 17.278 | 0.004 | 0.452 | 0.184 | 12.290 | 0.099 | 1.184 | 0.055 | 23.704 | 0.009 | |
| MANUFACTURING | −9.132 | 0.252 | −1.866 | 0.066 | −5.293 | 0.568 | −0.898 | 0.389 | −12.280 | 0.322 | |
| MONTH | −4.356 | 0.256 | −0.151 | 0.481 | −5.562 | 0.242 | −0.260 | 0.454 | −2.903 | 0.611 | |
| PAGES | 0.852 | 0.243 | 0.033 | 0.435 | 0.544 | 0.411 | 0.015 | 0.779 | 2.579 | 0.345 | |
| FIRM AGE | 0.165 | 0.245 | −0.010 | 0.286 | 0.195 | 0.203 | 0.003 | 0.823 | 0.127 | 0.604 | |
| Sample size | 1000 (audited + | 1000 (audited + | 438 (audited firms) | 438 (audited firms) | 562 (unaudited firms) | ||||||
| Adjusted | 0.022 | 0.031 | 0.027 | ||||||||
| F-statistics significance | 0.000 | 0.006 | 0.002 | ||||||||
| Pseudo | 0.036 | 0.071 | |||||||||
| Chi2 significance | 0.033 | 0.065 | |||||||||
Notes:
*Significant at the 0.05 level; **significant at the 0.01 level; ***significant at the 0.001 level