Sample descriptive statistics
| Variables | Mean | SD | Min. | p25 | Median | p75 | Max. |
|---|---|---|---|---|---|---|---|
| Panel A: France (n = 3,590; 359 companies) | |||||||
| AuditQuality | 0.044 | 0.050 | 0 | 0.01 | 0.025 | 0.057 | 0.187 |
| SPEC | 0.047 | 0.211 | 0 | 0 | 0 | 0 | 1 |
| LnTA | 13.24 | 2.384 | 3.178 | 11.525 | 13.022 | 14.896 | 18.833 |
| BUSY | 0.815 | 0.388 | 0 | 1 | 1 | 1 | 1 |
| IFRS | 0.893 | 0.309 | 0 | 1 | 1 | 1 | 1 |
| OPINION | 0.981 | 0.137 | 0 | 1 | 1 | 1 | 1 |
| CHANGE | 0.068 | 0.252 | 0 | 0 | 0 | 0 | 1 |
| LOSS | 0.283 | 0.450 | 0 | 0 | 0 | 1 | 1 |
| 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 |
| LIQ | 162.814 | 88.189 | 0.143 | 103.206 | 140.31 | 195.754 | 403.402 |
| Sqrt_Age | 6.831 | 2.547 | 1.414 | 5 | 6.164 | 8.426 | 15.1 |
| SHARES | 52.327 | 26.012 | 0.01 | 33.73 | 56.804 | 71.64 | 99.97 |
| NGI | 81.037 | 1.038 | 78.489 | 80.566 | 80.901 | 81.53 | 83.288 |
| Panel B: Morocco (n = 510; 51 companies) | |||||||
| AuditQuality | 0.065 | 0.067 | 0.001 | 0.018 | 0.042 | 0.088 | 0.282 |
| SPEC | 0.216 | 0.412 | 0 | 0 | 0 | 0 | 1 |
| LnTA | 12.106 | 1.584 | 8.537 | 10.841 | 12.05 | 13.358 | 15.741 |
| BUSY | 0.98 | 0.139 | 0 | 1 | 1 | 1 | 1 |
| IFRS | 0.286 | 0.452 | 0 | 0 | 0 | 1 | 1 |
| OPINION | 0.953 | 0.212 | 0 | 1 | 1 | 1 | 1 |
| CHANGE | 0.102 | 0.303 | 0 | 0 | 0 | 0 | 1 |
| LOSS | 0.167 | 0.373 | 0 | 0 | 0 | 0 | 1 |
| 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 |
| LIQ | 168.598 | 88.494 | 1.501 | 105.833 | 152.674 | 218.696 | 377.884 |
| Sqrt_Age | 7.022 | 1.844 | 3 | 5.477 | 6.782 | 8.602 | 10.247 |
| SHARES | 70.059 | 15.399 | 5.56 | 62.49 | 71.415 | 80.26 | 97.91 |
| NGI | 67.172 | 1.345 | 65.253 | 66.311 | 66.623 | 68.13 | 69.888 |
| Panel C: Tunisia (n = 300; 30 companies) | |||||||
| AuditQuality | 0.088 | 0.095 | 0.001 | 0.021 | 0.056 | 0.125 | 0.444 |
| SPEC | 0.323 | 0.469 | 0 | 0 | 0 | 1 | 1 |
| LnTA | 11.583 | 1.069 | 8.65 | 10.818 | 11.477 | 12.302 | 14.181 |
| BUSY | 1 | 0.000 | 1 | 1 | 1 | 1 | 1 |
| IFRS | 0.1 | 0.301 | 0 | 0 | 0 | 0 | 1 |
| OPINION | 0.987 | 0.115 | 0 | 1 | 1 | 1 | 1 |
| CHANGE | 0.12 | 0.326 | 0 | 0 | 0 | 0 | 1 |
| LOSS | 0.337 | 0.473 | 0 | 0 | 0 | 1 | 1 |
| 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 |
| LIQ | 175.232 | 114.616 | 23.052 | 93.657 | 142.303 | 230.852 | 469.914 |
| Sqrt_Age | 5.954 | 1.805 | 2.236 | 4.583 | 5.916 | 7.106 | 9.95 |
| SHARES | 69.318 | 13.124 | 24.82 | 61.467 | 73.061 | 76.153 | 96.37 |
| NGI | 43.646 | 2.042 | 40.332 | 42.455 | 44.187 | 45.23 | 46.425 |
| Variables | Mean | Min. | p25 | Median | p75 | Max. | |
|---|---|---|---|---|---|---|---|
| AuditQuality | 0.044 | 0.050 | 0 | 0.01 | 0.025 | 0.057 | 0.187 |
| 0.047 | 0.211 | 0 | 0 | 0 | 0 | 1 | |
| LnTA | 13.24 | 2.384 | 3.178 | 11.525 | 13.022 | 14.896 | 18.833 |
| 0.815 | 0.388 | 0 | 1 | 1 | 1 | 1 | |
| 0.893 | 0.309 | 0 | 1 | 1 | 1 | 1 | |
| OPINION | 0.981 | 0.137 | 0 | 1 | 1 | 1 | 1 |
| 0.068 | 0.252 | 0 | 0 | 0 | 0 | 1 | |
| 0.283 | 0.450 | 0 | 0 | 0 | 1 | 1 | |
| 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 |
| 162.814 | 88.189 | 0.143 | 103.206 | 140.31 | 195.754 | 403.402 | |
| Sqrt_Age | 6.831 | 2.547 | 1.414 | 5 | 6.164 | 8.426 | 15.1 |
| 52.327 | 26.012 | 0.01 | 33.73 | 56.804 | 71.64 | 99.97 | |
| 81.037 | 1.038 | 78.489 | 80.566 | 80.901 | 81.53 | 83.288 | |
| AuditQuality | 0.065 | 0.067 | 0.001 | 0.018 | 0.042 | 0.088 | 0.282 |
| 0.216 | 0.412 | 0 | 0 | 0 | 0 | 1 | |
| LnTA | 12.106 | 1.584 | 8.537 | 10.841 | 12.05 | 13.358 | 15.741 |
| 0.98 | 0.139 | 0 | 1 | 1 | 1 | 1 | |
| 0.286 | 0.452 | 0 | 0 | 0 | 1 | 1 | |
| OPINION | 0.953 | 0.212 | 0 | 1 | 1 | 1 | 1 |
| 0.102 | 0.303 | 0 | 0 | 0 | 0 | 1 | |
| 0.167 | 0.373 | 0 | 0 | 0 | 0 | 1 | |
| 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 |
| 168.598 | 88.494 | 1.501 | 105.833 | 152.674 | 218.696 | 377.884 | |
| Sqrt_Age | 7.022 | 1.844 | 3 | 5.477 | 6.782 | 8.602 | 10.247 |
| 70.059 | 15.399 | 5.56 | 62.49 | 71.415 | 80.26 | 97.91 | |
| 67.172 | 1.345 | 65.253 | 66.311 | 66.623 | 68.13 | 69.888 | |
| AuditQuality | 0.088 | 0.095 | 0.001 | 0.021 | 0.056 | 0.125 | 0.444 |
| 0.323 | 0.469 | 0 | 0 | 0 | 1 | 1 | |
| LnTA | 11.583 | 1.069 | 8.65 | 10.818 | 11.477 | 12.302 | 14.181 |
| 1 | 0.000 | 1 | 1 | 1 | 1 | 1 | |
| 0.1 | 0.301 | 0 | 0 | 0 | 0 | 1 | |
| OPINION | 0.987 | 0.115 | 0 | 1 | 1 | 1 | 1 |
| 0.12 | 0.326 | 0 | 0 | 0 | 0 | 1 | |
| 0.337 | 0.473 | 0 | 0 | 0 | 1 | 1 | |
| 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 |
| 175.232 | 114.616 | 23.052 | 93.657 | 142.303 | 230.852 | 469.914 | |
| Sqrt_Age | 5.954 | 1.805 | 2.236 | 4.583 | 5.916 | 7.106 | 9.95 |
| 69.318 | 13.124 | 24.82 | 61.467 | 73.061 | 76.153 | 96.37 | |
| 43.646 | 2.042 | 40.332 | 42.455 | 44.187 | 45.23 | 46.425 | |
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