Descriptive statistics for sample firms
| Variable | Mean | SD | Min. | Max. | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Panel A. Descriptive statistics and Pearson's r correlations | ||||||||||||||||||
| 1. | Disclosure score of DEBT-Covenant-Related APMS | 0.413 | 0.238 | 0 | 1 | 1.000 | ||||||||||||
| 2. | DIsclosure score of efficiency-related APMS | 0.462 | 0.232 | 0 | 1 | 0.143 | 1.000 | |||||||||||
| 3. | DCDHigh&ERDLow | 0.271 | 0.444 | 0 | 1 | 0.361 | -0.483 | 1.000 | ||||||||||
| 4. | DCDLow&ERDHigh | 0.193 | 0.395 | 0 | 1 | -0.389 | 0.344 | -0.299 | 1.000 | |||||||||
| 5. | Leverage | 0.192 | 0.148 | 0 | 0.995 | 0.159 | -0.047 | 0.135 | -0.093 | 1.000 | ||||||||
| 6. | Loss | 0.057 | 0.231 | 0 | 1 | 0.027 | -0.060 | 0.013 | -0.008 | 0.028 | 1.000 | |||||||
| 7. | Size | 10.055 | 0.817 | 5.837 | 12.384 | 0.097 | 0.254 | -0.105 | 0.052 | -0.015 | 0.020 | 1.000 | ||||||
| 8. | Market-to-book | 0.368 | 0.295 | 0 | 1 | 0.124 | 0.011 | 0.002 | -0.037 | -0.089 | 0.073 | 0.190 | 1.000 | |||||
| 9. | Sales growth | 0.091 | 0.494 | -4.078 | 17.847 | 0.014 | 0.039 | 0.008 | -0.012 | -0.011 | 0.014 | -0.081 | 0.001 | 1.000 | ||||
| 10. | BIG4 | 0.901 | 0.299 | 0 | 1 | 0.092 | 0.111 | -0.040 | 0.008 | 0.009 | 0.035 | 0.038 | 0.010 | -0.068 | 1.000 | |||
| 11. | Institutional investors | 0.242 | 0.063 | 0 | 0.357 | -0.011 | 0.004 | -0.018 | -0.011 | 0.001 | 0.015 | -0.004 | -0.009 | 0.001 | -0.003 | 1.000 | ||
| 12. | Firm age | 0.821 | 0.172 | 0 | 1.117 | 0.067 | 0.069 | -0.023 | -0.017 | -0.120 | -0.074 | 0.113 | 0.074 | -0.076 | 0.115 | -0.000 | 1.000 | |
| 12. | Law and enforcement | 3.576 | 1.137 | -0.1 | 5 | 0.097 | -0.002 | 0.094 | -0.007 | 0.017 | 0.013 | -0.077 | -0.077 | -0.007 | -0.053 | 0.107 | 0.107 | 1.000 |
| 13. | Investor protection | 3.634 | 0.993 | 2 | 5 | 0.104 | -0.011 | 0.095 | -0.004 | 0.015 | 0.021 | -0.099 | -0.069 | 0.003 | -0.047 | 0.117 | 0.956 | 0.957 |
| Variable | Mean | SD | Min. | Max. | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. | Disclosure score of DEBT-Covenant-Related | 0.413 | 0.238 | 0 | 1 | 1.000 | ||||||||||||
| 2. | DIsclosure score of efficiency-related | 0.462 | 0.232 | 0 | 1 | 1.000 | ||||||||||||
| 3. | 0.271 | 0.444 | 0 | 1 | 1.000 | |||||||||||||
| 4. | 0.193 | 0.395 | 0 | 1 | 1.000 | |||||||||||||
| 5. | Leverage | 0.192 | 0.148 | 0 | 0.995 | 1.000 | ||||||||||||
| 6. | 0.057 | 0.231 | 0 | 1 | 0.027 | 0.013 | -0.008 | 1.000 | ||||||||||
| 7. | 10.055 | 0.817 | 5.837 | 12.384 | 1.000 | |||||||||||||
| 8. | Market-to-book | 0.368 | 0.295 | 0 | 1 | 0.011 | 0.002 | 1.000 | ||||||||||
| 9. | 0.091 | 0.494 | -4.078 | 17.847 | 0.014 | 0.039 | 0.008 | -0.012 | -0.011 | 0.014 | 0.001 | 1.000 | ||||||
| 10. | BIG4 | 0.901 | 0.299 | 0 | 1 | 0.008 | 0.009 | 0.035 | 0.010 | 1.000 | ||||||||
| 11. | Institutional investors | 0.242 | 0.063 | 0 | 0.357 | -0.011 | 0.004 | -0.018 | -0.011 | 0.001 | 0.015 | -0.004 | -0.009 | 0.001 | -0.003 | 1.000 | ||
| 12. | Firm age | 0.821 | 0.172 | 0 | 1.117 | -0.023 | -0.017 | 0.113 | -0.000 | 1.000 | ||||||||
| 12. | Law and enforcement | 3.576 | 1.137 | -0.1 | 5 | -0.002 | -0.007 | 0.017 | 0.013 | -0.007 | 0.107 | 1.000 | ||||||
| 13. | Investor protection | 3.634 | 0.993 | 2 | 5 | -0.011 | -0.004 | 0.015 | 0.003 | -0.047 | 0.117 | |||||||
| Panel B. Normalized and raw disclosure scores of debt covenant-related and efficiency-related APMs across industries | |||||
| Industry | No. of firm-year observations | Disclosure scores of Debt-covenant-related APMS | Disclosure scores of efficiency-related APMS | ||
| Normalized | Raw | Normalized | Raw | ||
| Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | ||
| Manufacturing | 1,431 | 0.376 (0.227) | 0.107 (0.064) | 0.429 (0.179) | 0.255 (0.107) |
| Transportation, communication & utilities | 459 | 0.444 (0.242) | 0.117 (0.062) | 0.468 (0.210) | 0.227 (0.108) |
| Trade | 277 | 0.454 (0.246) | 0.124 (0.067) | 0.430 (0.220) | 0.245 (0.093) |
| Services | 441 | 0.484 (0.231) | 0.121 (0.058) | 0.368 (0.207) | 0.191 (0.110) |
| Finance | 870 | 0.388 (0.215) | 0.115 (0.062) | 0.555 (0.271) | 0.230 (0.110) |
| Construction, mining & agriculture | 205 | 0.491 (0.320) | 0.104 (0.070) | 0.525 (0.329) | 0.246 (0.098) |
| Total | 3,683 | 0.412 (0.238) | 0.113 (0.063) | 0.462 (0.236) | 0.237 (0.109) |
| Industry | No. of firm-year observations | Disclosure scores of Debt-covenant-related | Disclosure scores of efficiency-related | ||
| Normalized | Raw | Normalized | Raw | ||
| Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | ||
| Manufacturing | 1,431 | 0.376 (0.227) | 0.107 (0.064) | 0.429 (0.179) | 0.255 (0.107) |
| Transportation, communication & utilities | 459 | 0.444 (0.242) | 0.117 (0.062) | 0.468 (0.210) | 0.227 (0.108) |
| Trade | 277 | 0.454 (0.246) | 0.124 (0.067) | 0.430 (0.220) | 0.245 (0.093) |
| Services | 441 | 0.484 (0.231) | 0.121 (0.058) | 0.368 (0.207) | 0.191 (0.110) |
| Finance | 870 | 0.388 (0.215) | 0.115 (0.062) | 0.555 (0.271) | 0.230 (0.110) |
| Construction, mining & agriculture | 205 | 0.491 (0.320) | 0.104 (0.070) | 0.525 (0.329) | 0.246 (0.098) |
| Total | 3,683 | 0.412 (0.238) | 0.113 (0.063) | 0.462 (0.236) | 0.237 (0.109) |
Note(s): Panel A provides the definitions of the variables. Correlations that are significant at a level below 5 % (Two-tailed) are in italic. All variables are defined in Panel B. The classification of industry groups is explained in Table 1
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