Summary statistics
| Panel A. Descriptive statistics | ||||||||
|---|---|---|---|---|---|---|---|---|
| Variables | N | Mean | Std. Dev | Min | Max | p25 | Median | p75 |
| BLEV | 20,090 | 0.1793 | 0.1725 | 0.0000 | 0.7615 | 0.0211 | 0.1472 | 0.2805 |
| MLEV | 20,090 | 0.1981 | 0.2085 | 0.0000 | 0.8648 | 0.0138 | 0.1405 | 0.3099 |
| Amihud | 18,132 | 23.1187 | 58.7806 | 0.0010 | 407.2400 | 0.3287 | 3.3604 | 16.1732 |
| PropZero | 18,780 | 0.3495 | 0.3594 | 0.0040 | 2.5000 | 0.0711 | 0.3320 | 0.4941 |
| Turnover | 18,102 | 0.2820 | 0.2799 | 0.0115 | 1.7022 | 0.1094 | 0.1998 | 0.3490 |
| Spread | 19,957 | 0.0531 | 0.0565 | 0.0006 | 0.3036 | 0.0157 | 0.0361 | 0.0698 |
| LevDev (BLEV) | 16,545 | 0.1102 | 0.0894 | 0.0000 | 0.7024 | 0.0489 | 0.0947 | 0.1444 |
| LevDev (MLEV) | 16,545 | 0.1349 | 0.1151 | 0.0000 | 0.8283 | 0.0550 | 0.1075 | 0.1765 |
| ΔTarget (BLEV) | 13,825 | 0.0031 | 0.0288 | −0.2119 | 0.3128 | −0.0109 | 0.0029 | 0.0165 |
| ΔTarget (MLEV) | 13,825 | 0.0085 | 0.0513 | −0.3079 | 0.3178 | −0.0220 | 0.0068 | 0.0355 |
| SIZE | 20,090 | 11.4956 | 1.8997 | 8.7321 | 17.0757 | 10.0095 | 11.1488 | 12.6488 |
| TANG | 20,023 | 0.2735 | 0.2558 | 0.0004 | 0.9385 | 0.0566 | 0.1981 | 0.4227 |
| MTB | 19,967 | 2.5282 | 2.3529 | 0.3000 | 9.5700 | 0.9600 | 1.7100 | 3.1300 |
| PROF | 19,849 | 0.0655 | 0.1904 | −0.8162 | 0.4525 | 0.0209 | 0.0995 | 0.1638 |
| DEP | 20,015 | 0.0457 | 0.0435 | 0.0001 | 0.3004 | 0.0202 | 0.0367 | 0.0572 |
| RD | 20,090 | 0.0222 | 0.0786 | −0.0084 | 2.9404 | 0.0000 | 0.0000 | 0.0059 |
| RDDum | 20,090 | 0.3142 | 0.4642 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 |
| INDMED (BLEV) | 20,090 | 0.1529 | 0.1381 | 0.0000 | 0.7308 | 0.0441 | 0.1260 | 0.2251 |
| INDMED (MLEV) | 20,090 | 0.1570 | 0.1540 | 0.0000 | 0.6875 | 0.0266 | 0.1167 | 0.2395 |
| Panel A. Descriptive statistics | ||||||||
|---|---|---|---|---|---|---|---|---|
| Variables | N | Mean | Std. Dev | Min | Max | p25 | Median | p75 |
| 20,090 | 0.1793 | 0.1725 | 0.0000 | 0.7615 | 0.0211 | 0.1472 | 0.2805 | |
| 20,090 | 0.1981 | 0.2085 | 0.0000 | 0.8648 | 0.0138 | 0.1405 | 0.3099 | |
| 18,132 | 23.1187 | 58.7806 | 0.0010 | 407.2400 | 0.3287 | 3.3604 | 16.1732 | |
| 18,780 | 0.3495 | 0.3594 | 0.0040 | 2.5000 | 0.0711 | 0.3320 | 0.4941 | |
| 18,102 | 0.2820 | 0.2799 | 0.0115 | 1.7022 | 0.1094 | 0.1998 | 0.3490 | |
| 19,957 | 0.0531 | 0.0565 | 0.0006 | 0.3036 | 0.0157 | 0.0361 | 0.0698 | |
| 16,545 | 0.1102 | 0.0894 | 0.0000 | 0.7024 | 0.0489 | 0.0947 | 0.1444 | |
| 16,545 | 0.1349 | 0.1151 | 0.0000 | 0.8283 | 0.0550 | 0.1075 | 0.1765 | |
| 13,825 | 0.0031 | 0.0288 | −0.2119 | 0.3128 | −0.0109 | 0.0029 | 0.0165 | |
| 13,825 | 0.0085 | 0.0513 | −0.3079 | 0.3178 | −0.0220 | 0.0068 | 0.0355 | |
| 20,090 | 11.4956 | 1.8997 | 8.7321 | 17.0757 | 10.0095 | 11.1488 | 12.6488 | |
| 20,023 | 0.2735 | 0.2558 | 0.0004 | 0.9385 | 0.0566 | 0.1981 | 0.4227 | |
| 19,967 | 2.5282 | 2.3529 | 0.3000 | 9.5700 | 0.9600 | 1.7100 | 3.1300 | |
| 19,849 | 0.0655 | 0.1904 | −0.8162 | 0.4525 | 0.0209 | 0.0995 | 0.1638 | |
| 20,015 | 0.0457 | 0.0435 | 0.0001 | 0.3004 | 0.0202 | 0.0367 | 0.0572 | |
| 20,090 | 0.0222 | 0.0786 | −0.0084 | 2.9404 | 0.0000 | 0.0000 | 0.0059 | |
| 20,090 | 0.3142 | 0.4642 | 0.0000 | 1.0000 | 0.0000 | 0.0000 | 1.0000 | |
| 20,090 | 0.1529 | 0.1381 | 0.0000 | 0.7308 | 0.0441 | 0.1260 | 0.2251 | |
| 20,090 | 0.1570 | 0.1540 | 0.0000 | 0.6875 | 0.0266 | 0.1167 | 0.2395 | |
| Panel B. Correlation coefficients of determinants of target leverage | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| SIZE | TANG | MTB | PROF | DEP | RD | RDDum | INDMED (BLEV) | INDMED (MLEV) | |
| SIZE | 1 | ||||||||
| TANG | 0.1598* | 1 | |||||||
| MTB | 0.0138 | −0.0889* | 1 | ||||||
| PROF | 0.2488* | 0.1555* | 0.0996* | 1 | |||||
| DEP | −0.0787* | 0.2097* | 0.1685* | 0.0725* | 1 | ||||
| RD | −0.1411* | −0.1340* | 0.1800* | −0.2602* | 0.1121* | 1 | |||
| RDDum | 0.0470* | −0.1879* | 0.1049* | −0.0563* | 0.0603* | 0.4170* | 1 | ||
| INDMED (BLEV) | 0.1866* | 0.3139* | 0.0702* | 0.1568* | 0.2296* | −0.1077* | −0.1175* | 1 | |
| INDMED (MLEV) | 0.2143* | 0.2617* | −0.2073* | 0.0572* | −0.0013 | −0.1850* | −0.1450* | 0.7143* | 1 |
| Panel B. Correlation coefficients of determinants of target leverage | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 1 | |||||||||
| 0.1598* | 1 | ||||||||
| 0.0138 | −0.0889* | 1 | |||||||
| 0.2488* | 0.1555* | 0.0996* | 1 | ||||||
| −0.0787* | 0.2097* | 0.1685* | 0.0725* | 1 | |||||
| −0.1411* | −0.1340* | 0.1800* | −0.2602* | 0.1121* | 1 | ||||
| 0.0470* | −0.1879* | 0.1049* | −0.0563* | 0.0603* | 0.4170* | 1 | |||
| 0.1866* | 0.3139* | 0.0702* | 0.1568* | 0.2296* | −0.1077* | −0.1175* | 1 | ||
| 0.2143* | 0.2617* | −0.2073* | 0.0572* | −0.0013 | −0.1850* | −0.1450* | 0.7143* | 1 | |
Note(s): This table reports the descriptive statistics including the mean, standard deviation, minimum, maximum, first quantile, median, and third quantile of firm-level and industry-level variables for the entire sample in Panel A, and correlation coefficients in Panel B. The study period is from 1996 to 2016. The variable definitions are in Appendix
Source(s): The table is created by authors
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