Sample descriptive statistics
| Variables | Mean | SD | Min | p25 | Median | p75 | Max |
|---|---|---|---|---|---|---|---|
| Panel A: France (N = 3,590; 359 companies) | |||||||
| Panel A1 Continuous variables | |||||||
| ARL | 103.751 | 29.346 | 21 | 85 | 110 | 119 | 311 |
| LNTA | 13.24 | 2.384 | 3.178 | 11.525 | 13.022 | 14.896 | 18.833 |
| SHARES | 52.327 | 26.012 | 0.01 | 33.73 | 56.804 | 71.64 | 99.97 |
| LEV | 27.547 | 17.809 | 0.12 | 13.44 | 25.96 | 38.69 | 76.15 |
| ROA | −0.077 | 12.230 | −41.19 | −0.04 | 3.14 | 5.89 | 17.1 |
| MTB | 1.898 | 1.746 | 0.02 | 0.79 | 1.35 | 2.37 | 7.54 |
| Sqrt_SUB | 6.909 | 6.419 | 0 | 2.646 | 5 | 8.485 | 52.431 |
| Sqrt_Age | 6.822 | 2.503 | 2.646 | 5 | 6.164 | 8.426 | 13.191 |
| Variables | Mean | Min | p25 | Median | p75 | Max | |
|---|---|---|---|---|---|---|---|
| 103.751 | 29.346 | 21 | 85 | 110 | 119 | 311 | |
| 13.24 | 2.384 | 3.178 | 11.525 | 13.022 | 14.896 | 18.833 | |
| 52.327 | 26.012 | 0.01 | 33.73 | 56.804 | 71.64 | 99.97 | |
| 27.547 | 17.809 | 0.12 | 13.44 | 25.96 | 38.69 | 76.15 | |
| −0.077 | 12.230 | −41.19 | −0.04 | 3.14 | 5.89 | 17.1 | |
| 1.898 | 1.746 | 0.02 | 0.79 | 1.35 | 2.37 | 7.54 | |
| Sqrt_SUB | 6.909 | 6.419 | 0 | 2.646 | 5 | 8.485 | 52.431 |
| Sqrt_Age | 6.822 | 2.503 | 2.646 | 5 | 6.164 | 8.426 | 13.191 |
| Variables | YES | % | |||||
|---|---|---|---|---|---|---|---|
| Panel A2: Dummy variables | |||||||
| LOSS | 1015 | 28.27 | |||||
| IFRS | 3205 | 89.28 | |||||
| BUSY | 2927 | 81.53 | |||||
| OPINION | 3521 | 98.08 | |||||
| Restatement | 798 | 22.23 | |||||
| CHANGE | 245 | 6.82 | |||||
| Variables | % | ||||||
|---|---|---|---|---|---|---|---|
| 1015 | 28.27 | ||||||
| 3205 | 89.28 | ||||||
| 2927 | 81.53 | ||||||
| OPINION | 3521 | 98.08 | |||||
| Restatement | 798 | 22.23 | |||||
| 245 | 6.82 | ||||||
| Panel B: Morocco (N = 510; 51 companies) | |||||||
| Panel B1 Continuous variables | |||||||
| ARL | 96.127 | 24.217 | 35 | 82 | 92 | 117 | 148 |
| LNTA | 12.106 | 1.584 | 8.537 | 10.841 | 12.05 | 13.358 | 15.741 |
| SHARES | 70.059 | 15.399 | 5.56 | 62.49 | 71.415 | 80.26 | 97.91 |
| LEV | 21.003 | 17.208 | 0.02 | 6.79 | 18.825 | 30.86 | 71 |
| ROA | 5.672 | 6.045 | −8.28 | 2.38 | 5.37 | 9.45 | 18.79 |
| MTB | 2.384 | 1.742 | 0.13 | 1 | 1.975 | 3.48 | 6.74 |
| Sqrt_SUB | 1.521 | 1.757 | 0 | 0 | 1 | 2.449 | 8.66 |
| Sqrt_Age | 7.022 | 1.844 | 3 | 5.477 | 6.782 | 8.602 | 10.247 |
| 96.127 | 24.217 | 35 | 82 | 92 | 117 | 148 | |
| 12.106 | 1.584 | 8.537 | 10.841 | 12.05 | 13.358 | 15.741 | |
| 70.059 | 15.399 | 5.56 | 62.49 | 71.415 | 80.26 | 97.91 | |
| 21.003 | 17.208 | 0.02 | 6.79 | 18.825 | 30.86 | 71 | |
| 5.672 | 6.045 | −8.28 | 2.38 | 5.37 | 9.45 | 18.79 | |
| 2.384 | 1.742 | 0.13 | 1 | 1.975 | 3.48 | 6.74 | |
| Sqrt_SUB | 1.521 | 1.757 | 0 | 0 | 1 | 2.449 | 8.66 |
| Sqrt_Age | 7.022 | 1.844 | 3 | 5.477 | 6.782 | 8.602 | 10.247 |
| Panel B2: Dummy variables | |||||||
| Variables | Yes | % | |||||
| LOSS | 85 | 16.67 | |||||
| IFRS | 146 | 28.63 | |||||
| BUSY | 500 | 98.4 | |||||
| OPINION | 486 | 95.29 | |||||
| Restatement | 44 | 8.63 | |||||
| CHANGE | 52 | 10.20 | |||||
| Variables | Yes | % | |||||
| 85 | 16.67 | ||||||
| 146 | 28.63 | ||||||
| 500 | 98.4 | ||||||
| OPINION | 486 | 95.29 | |||||
| Restatement | 44 | 8.63 | |||||
| 52 | 10.20 | ||||||
| Panel C: Tunisia (N = 300; 30 companies) | |||||||
| Panel C1 Continuous variables | |||||||
| ARL | 144.013 | 55.583 | 54 | 115 | 130.5 | 160.5 | 348 |
| LNTA | 11.583 | 1.069 | 8.65 | 10.818 | 11.477 | 12.302 | 14.181 |
| SHARES | 69.318 | 13.124 | 24.82 | 61.467 | 73.061 | 76.153 | 96.37 |
| LEV | 36.948 | 24.358 | 0.02 | 14.79 | 38.535 | 55.205 | 91.94 |
| ROA | 5.22 | 7.236 | −9.85 | 1.475 | 5.31 | 10.13 | 21.23 |
| MTB | 1.662 | 1.336 | 0.12 | 0.595 | 1.455 | 2.43 | 5.12 |
| Sqrt_SUB | 1.815 | 1.937 | 0 | 0 | 1.573 | 2.646 | 9.487 |
| Sqrt_Age | 5.956 | 1.801 | 2.646 | 4.583 | 5.916 | 7.106 | 9.95 |
| 144.013 | 55.583 | 54 | 115 | 130.5 | 160.5 | 348 | |
| 11.583 | 1.069 | 8.65 | 10.818 | 11.477 | 12.302 | 14.181 | |
| 69.318 | 13.124 | 24.82 | 61.467 | 73.061 | 76.153 | 96.37 | |
| 36.948 | 24.358 | 0.02 | 14.79 | 38.535 | 55.205 | 91.94 | |
| 5.22 | 7.236 | −9.85 | 1.475 | 5.31 | 10.13 | 21.23 | |
| 1.662 | 1.336 | 0.12 | 0.595 | 1.455 | 2.43 | 5.12 | |
| Sqrt_SUB | 1.815 | 1.937 | 0 | 0 | 1.573 | 2.646 | 9.487 |
| Sqrt_Age | 5.956 | 1.801 | 2.646 | 4.583 | 5.916 | 7.106 | 9.95 |
| Variables | YES | % | |||||
|---|---|---|---|---|---|---|---|
| Panel C2: Dummy variables | |||||||
| LOSS | 101 | 33.67 | |||||
| IFRS | 30 | 10 | |||||
| BUSY | 300 | 100 | |||||
| OPINION | 296 | 98.67 | |||||
| Restatement | 45 | 15 | |||||
| CHANGE | 36 | 12 | |||||
| Variables | % | ||||||
|---|---|---|---|---|---|---|---|
| 101 | 33.67 | ||||||
| 30 | 10 | ||||||
| 300 | 100 | ||||||
| OPINION | 296 | 98.67 | |||||
| Restatement | 45 | 15 | |||||
| 36 | 12 | ||||||
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