. | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . |
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | 1 . | 2 . | 3 . | 4 . | 5 . | 6 . | 7 . | 8 . | 9 . | 10 . | 11 . | 12 . |
SIZE | 0.286*** | 0.037 | 0.289*** | 0.038 | 0.280*** | 0.036 | 0.183*** | 0.014 | 0.279*** | 0.036 | 0.259*** | 0.035 |
(25.40) | (25.42) | (24.74) | (16.85) | (24.61) | (21.95) | |||||||
GROWTH | 0.060** | 0.008 | 0.068** | 0.009 | 0.053* | 0.007 | 0.201*** | 0.015 | 0.052* | 0.007 | 0.053* | 0.007 |
(2.04) | (2.25) | (1.77) | (4.18) | (1.72) | (1.68) | |||||||
YEARS | −0.003 | −0.0003 | −0.003 | −0.0004 | −0.003 | −0.0001 | −0.003 | −0.0002 | −0.003 | −0.0002 | −0.004 | −0.001 |
(-1.14) | (−1.32) | (−1.16) | (−0.10) | (−0.99) | (−1.37) | |||||||
LEVER | 0.685*** | 0.089 | 0.639*** | 0.083 | 1.727*** | 0.220 | 2.328*** | 0.180 | 1.712*** | 0.218 | 1.753*** | 0.237 |
(13.49) | (13.84) | (11.94) | (12.94) | (11.89) | (11.42) | |||||||
PROF | 0.504*** | 0.066 | 0.435*** | 0.055 | 0.484*** | 0.037 | 0.438*** | 0.056 | 0.388*** | 0.052 | ||
(4.76) | (3.98) | (3.07) | (3.99) | (3.46) | ||||||||
LIQUID | −0.032 | −0.004 | −0.015 | −0.002 | 0.831*** | 0.106 | 0.839*** | 0.065 | 0.827*** | 0.105 | 0.824*** | 0.111 |
(-0.51) | (−0.23) | (3.59) | (2.85) | (3.57) | (3.36) | |||||||
COLL | 0.631*** | 0.082 | 0.656*** | 0.086 | 0.536*** | 0.068 | 0.391 | 0.030 | 0.530*** | 0.068 | 0.416** | 0.056 |
(3.30) | (3.43) | (2.74) | (1.61) | (2.71) | (2.03) | |||||||
CF | 0.309*** | 0.040 | ||||||||||
(4.76) | ||||||||||||
LEV2 | −1.061*** | −0.135 | −1.328*** | −0.102 | −1.050*** | −0.134 | −1.097*** | −0.148 | ||||
(−6.78) | (−7.06) | (−6.75) | (−6.65) | |||||||||
LIQUID2 | −0.877*** | −0.112 | −1.219*** | −0.094 | −0.874*** | −0.111 | −0.955*** | −0.129 | ||||
(−3.65) | (−3.95) | (−3.63) | (−3.77) | |||||||||
LCY | 0.005** | 0.001 | ||||||||||
(2.44) | ||||||||||||
TRVOL | −0.0001 | −0.00001 | ||||||||||
(−0.42) | ||||||||||||
CHdum | 0.399*** | 0.065 | 0.439*** | 0.074 | 0.384*** | 0.061 | 0.234*** | 0.017 | 0.428*** | 0.070 | 0.305*** | 0.049 |
(5.98) | (6.52) | (5.67) | (2.80) | (6.19) | (4.16) | |||||||
HKdum | 0.269*** | 0.041 | 0.280*** | 0.043 | 0.299*** | 0.046 | 0.232** | 0.017 | 0.377*** | 0.061 | 0.198** | 0.030 |
(3.16) | (3.26) | (3.52) | (2.14) | (4.19) | (2.12) | |||||||
IDdum | −0.640*** | −0.056 | −0.637*** | −0.056 | −0.589*** | −0.052 | −0.833*** | −0.026 | −0.405*** | −0.040 | −0.603*** | −0.057 |
(-12.77) | (−12.55) | (−11.70) | (−13.07) | (−4.40) | (−9.85) | |||||||
MYdum | 1.347*** | 0.286 | 1.368*** | 0.291 | 1.331*** | 0.277 | 1.283*** | 0.154 | 1.303*** | 0.269 | 1.170*** | 0.232 |
(15.87) | (16.02) | (15.60) | (12.39) | (15.07) | (12.38) | |||||||
PHdum | 0.488*** | 0.087 | 0.512*** | 0.093 | 0.486*** | 0.085 | 0.352*** | 0.029 | 0.667*** | 0.130 | 0.417*** | 0.075 |
(6.60) | (6.86) | (6.54) | (3.80) | (6.38) | (3.60) | |||||||
SGdum | 1.268*** | 0.299 | 1.293*** | 0.307 | 1.248*** | 0.288 | 1.590*** | 0.270 | 1.401*** | 0.340 | 1.225*** | 0.319 |
(13.97) | (14.17) | (13.67) | (14.47) | (12.84) | (10.80) | |||||||
THdum | 0.733*** | 0.141 | 0.746*** | 0.145 | 0.734*** | 0.139 | 0.825*** | 0.091 | 0.848*** | 0.170 | 0.632*** | 0.118 |
(10.82) | (10.91) | (10.76) | (10.09) | (10.46) | (8.00) | |||||||
TWdum | 3.376*** | 0.908 | 3.427*** | 0.913 | 3.239*** | 0.894 | 4.379*** | 0.971 | 3.125*** | 0.880 | 2.929*** | 0.851 |
(13.18) | (13.34) | (12.54) | (16.23) | (11.91) | (10.52) | |||||||
Observations | 28,887 | 28,297 | 28,887 | 25,994 | 28,887 | 25,047 | ||||||
Number of firms | 4,090 | 4,073 | 4,090 | 3,936 | 4,090 | 3,977 | ||||||
Pseudo- R2 | 0.19 | 0.19 | 0.20 | 0.23 | 0.20 | 0.19 |
. | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . |
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | 1 . | 2 . | 3 . | 4 . | 5 . | 6 . | 7 . | 8 . | 9 . | 10 . | 11 . | 12 . |
SIZE | 0.286*** | 0.037 | 0.289*** | 0.038 | 0.280*** | 0.036 | 0.183*** | 0.014 | 0.279*** | 0.036 | 0.259*** | 0.035 |
(25.40) | (25.42) | (24.74) | (16.85) | (24.61) | (21.95) | |||||||
GROWTH | 0.060** | 0.008 | 0.068** | 0.009 | 0.053* | 0.007 | 0.201*** | 0.015 | 0.052* | 0.007 | 0.053* | 0.007 |
(2.04) | (2.25) | (1.77) | (4.18) | (1.72) | (1.68) | |||||||
YEARS | −0.003 | −0.0003 | −0.003 | −0.0004 | −0.003 | −0.0001 | −0.003 | −0.0002 | −0.003 | −0.0002 | −0.004 | −0.001 |
(-1.14) | (−1.32) | (−1.16) | (−0.10) | (−0.99) | (−1.37) | |||||||
LEVER | 0.685*** | 0.089 | 0.639*** | 0.083 | 1.727*** | 0.220 | 2.328*** | 0.180 | 1.712*** | 0.218 | 1.753*** | 0.237 |
(13.49) | (13.84) | (11.94) | (12.94) | (11.89) | (11.42) | |||||||
PROF | 0.504*** | 0.066 | 0.435*** | 0.055 | 0.484*** | 0.037 | 0.438*** | 0.056 | 0.388*** | 0.052 | ||
(4.76) | (3.98) | (3.07) | (3.99) | (3.46) | ||||||||
LIQUID | −0.032 | −0.004 | −0.015 | −0.002 | 0.831*** | 0.106 | 0.839*** | 0.065 | 0.827*** | 0.105 | 0.824*** | 0.111 |
(-0.51) | (−0.23) | (3.59) | (2.85) | (3.57) | (3.36) | |||||||
COLL | 0.631*** | 0.082 | 0.656*** | 0.086 | 0.536*** | 0.068 | 0.391 | 0.030 | 0.530*** | 0.068 | 0.416** | 0.056 |
(3.30) | (3.43) | (2.74) | (1.61) | (2.71) | (2.03) | |||||||
CF | 0.309*** | 0.040 | ||||||||||
(4.76) | ||||||||||||
LEV2 | −1.061*** | −0.135 | −1.328*** | −0.102 | −1.050*** | −0.134 | −1.097*** | −0.148 | ||||
(−6.78) | (−7.06) | (−6.75) | (−6.65) | |||||||||
LIQUID2 | −0.877*** | −0.112 | −1.219*** | −0.094 | −0.874*** | −0.111 | −0.955*** | −0.129 | ||||
(−3.65) | (−3.95) | (−3.63) | (−3.77) | |||||||||
LCY | 0.005** | 0.001 | ||||||||||
(2.44) | ||||||||||||
TRVOL | −0.0001 | −0.00001 | ||||||||||
(−0.42) | ||||||||||||
CHdum | 0.399*** | 0.065 | 0.439*** | 0.074 | 0.384*** | 0.061 | 0.234*** | 0.017 | 0.428*** | 0.070 | 0.305*** | 0.049 |
(5.98) | (6.52) | (5.67) | (2.80) | (6.19) | (4.16) | |||||||
HKdum | 0.269*** | 0.041 | 0.280*** | 0.043 | 0.299*** | 0.046 | 0.232** | 0.017 | 0.377*** | 0.061 | 0.198** | 0.030 |
(3.16) | (3.26) | (3.52) | (2.14) | (4.19) | (2.12) | |||||||
IDdum | −0.640*** | −0.056 | −0.637*** | −0.056 | −0.589*** | −0.052 | −0.833*** | −0.026 | −0.405*** | −0.040 | −0.603*** | −0.057 |
(-12.77) | (−12.55) | (−11.70) | (−13.07) | (−4.40) | (−9.85) | |||||||
MYdum | 1.347*** | 0.286 | 1.368*** | 0.291 | 1.331*** | 0.277 | 1.283*** | 0.154 | 1.303*** | 0.269 | 1.170*** | 0.232 |
(15.87) | (16.02) | (15.60) | (12.39) | (15.07) | (12.38) | |||||||
PHdum | 0.488*** | 0.087 | 0.512*** | 0.093 | 0.486*** | 0.085 | 0.352*** | 0.029 | 0.667*** | 0.130 | 0.417*** | 0.075 |
(6.60) | (6.86) | (6.54) | (3.80) | (6.38) | (3.60) | |||||||
SGdum | 1.268*** | 0.299 | 1.293*** | 0.307 | 1.248*** | 0.288 | 1.590*** | 0.270 | 1.401*** | 0.340 | 1.225*** | 0.319 |
(13.97) | (14.17) | (13.67) | (14.47) | (12.84) | (10.80) | |||||||
THdum | 0.733*** | 0.141 | 0.746*** | 0.145 | 0.734*** | 0.139 | 0.825*** | 0.091 | 0.848*** | 0.170 | 0.632*** | 0.118 |
(10.82) | (10.91) | (10.76) | (10.09) | (10.46) | (8.00) | |||||||
TWdum | 3.376*** | 0.908 | 3.427*** | 0.913 | 3.239*** | 0.894 | 4.379*** | 0.971 | 3.125*** | 0.880 | 2.929*** | 0.851 |
(13.18) | (13.34) | (12.54) | (16.23) | (11.91) | (10.52) | |||||||
Observations | 28,887 | 28,297 | 28,887 | 25,994 | 28,887 | 25,047 | ||||||
Number of firms | 4,090 | 4,073 | 4,090 | 3,936 | 4,090 | 3,977 | ||||||
Pseudo- R2 | 0.19 | 0.19 | 0.20 | 0.23 | 0.20 | 0.19 |
Notes : The estimates were obtained using a probit model. Columns 2, 4, 6, 8, 10, and 12 report the marginal effects evaluated at covariate means. The dependent variable is a dummy equal to one if the firm is a bond issuer, and zero otherwise. Robust z-statistics in parentheses. All firm-specific variables are lagged one period. Time, industry and country dummies are included in the models.
. | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . |
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | 1 . | 2 . | 3 . | 4 . | 5 . | 6 . | 7 . | 8 . | 9 . | 10 . | 11 . | 12 . |
SIZE | 0.286*** | 0.037 | 0.289*** | 0.038 | 0.280*** | 0.036 | 0.183*** | 0.014 | 0.279*** | 0.036 | 0.259*** | 0.035 |
(25.40) | (25.42) | (24.74) | (16.85) | (24.61) | (21.95) | |||||||
GROWTH | 0.060** | 0.008 | 0.068** | 0.009 | 0.053* | 0.007 | 0.201*** | 0.015 | 0.052* | 0.007 | 0.053* | 0.007 |
(2.04) | (2.25) | (1.77) | (4.18) | (1.72) | (1.68) | |||||||
YEARS | −0.003 | −0.0003 | −0.003 | −0.0004 | −0.003 | −0.0001 | −0.003 | −0.0002 | −0.003 | −0.0002 | −0.004 | −0.001 |
(-1.14) | (−1.32) | (−1.16) | (−0.10) | (−0.99) | (−1.37) | |||||||
LEVER | 0.685*** | 0.089 | 0.639*** | 0.083 | 1.727*** | 0.220 | 2.328*** | 0.180 | 1.712*** | 0.218 | 1.753*** | 0.237 |
(13.49) | (13.84) | (11.94) | (12.94) | (11.89) | (11.42) | |||||||
PROF | 0.504*** | 0.066 | 0.435*** | 0.055 | 0.484*** | 0.037 | 0.438*** | 0.056 | 0.388*** | 0.052 | ||
(4.76) | (3.98) | (3.07) | (3.99) | (3.46) | ||||||||
LIQUID | −0.032 | −0.004 | −0.015 | −0.002 | 0.831*** | 0.106 | 0.839*** | 0.065 | 0.827*** | 0.105 | 0.824*** | 0.111 |
(-0.51) | (−0.23) | (3.59) | (2.85) | (3.57) | (3.36) | |||||||
COLL | 0.631*** | 0.082 | 0.656*** | 0.086 | 0.536*** | 0.068 | 0.391 | 0.030 | 0.530*** | 0.068 | 0.416** | 0.056 |
(3.30) | (3.43) | (2.74) | (1.61) | (2.71) | (2.03) | |||||||
CF | 0.309*** | 0.040 | ||||||||||
(4.76) | ||||||||||||
LEV2 | −1.061*** | −0.135 | −1.328*** | −0.102 | −1.050*** | −0.134 | −1.097*** | −0.148 | ||||
(−6.78) | (−7.06) | (−6.75) | (−6.65) | |||||||||
LIQUID2 | −0.877*** | −0.112 | −1.219*** | −0.094 | −0.874*** | −0.111 | −0.955*** | −0.129 | ||||
(−3.65) | (−3.95) | (−3.63) | (−3.77) | |||||||||
LCY | 0.005** | 0.001 | ||||||||||
(2.44) | ||||||||||||
TRVOL | −0.0001 | −0.00001 | ||||||||||
(−0.42) | ||||||||||||
CHdum | 0.399*** | 0.065 | 0.439*** | 0.074 | 0.384*** | 0.061 | 0.234*** | 0.017 | 0.428*** | 0.070 | 0.305*** | 0.049 |
(5.98) | (6.52) | (5.67) | (2.80) | (6.19) | (4.16) | |||||||
HKdum | 0.269*** | 0.041 | 0.280*** | 0.043 | 0.299*** | 0.046 | 0.232** | 0.017 | 0.377*** | 0.061 | 0.198** | 0.030 |
(3.16) | (3.26) | (3.52) | (2.14) | (4.19) | (2.12) | |||||||
IDdum | −0.640*** | −0.056 | −0.637*** | −0.056 | −0.589*** | −0.052 | −0.833*** | −0.026 | −0.405*** | −0.040 | −0.603*** | −0.057 |
(-12.77) | (−12.55) | (−11.70) | (−13.07) | (−4.40) | (−9.85) | |||||||
MYdum | 1.347*** | 0.286 | 1.368*** | 0.291 | 1.331*** | 0.277 | 1.283*** | 0.154 | 1.303*** | 0.269 | 1.170*** | 0.232 |
(15.87) | (16.02) | (15.60) | (12.39) | (15.07) | (12.38) | |||||||
PHdum | 0.488*** | 0.087 | 0.512*** | 0.093 | 0.486*** | 0.085 | 0.352*** | 0.029 | 0.667*** | 0.130 | 0.417*** | 0.075 |
(6.60) | (6.86) | (6.54) | (3.80) | (6.38) | (3.60) | |||||||
SGdum | 1.268*** | 0.299 | 1.293*** | 0.307 | 1.248*** | 0.288 | 1.590*** | 0.270 | 1.401*** | 0.340 | 1.225*** | 0.319 |
(13.97) | (14.17) | (13.67) | (14.47) | (12.84) | (10.80) | |||||||
THdum | 0.733*** | 0.141 | 0.746*** | 0.145 | 0.734*** | 0.139 | 0.825*** | 0.091 | 0.848*** | 0.170 | 0.632*** | 0.118 |
(10.82) | (10.91) | (10.76) | (10.09) | (10.46) | (8.00) | |||||||
TWdum | 3.376*** | 0.908 | 3.427*** | 0.913 | 3.239*** | 0.894 | 4.379*** | 0.971 | 3.125*** | 0.880 | 2.929*** | 0.851 |
(13.18) | (13.34) | (12.54) | (16.23) | (11.91) | (10.52) | |||||||
Observations | 28,887 | 28,297 | 28,887 | 25,994 | 28,887 | 25,047 | ||||||
Number of firms | 4,090 | 4,073 | 4,090 | 3,936 | 4,090 | 3,977 | ||||||
Pseudo- R2 | 0.19 | 0.19 | 0.20 | 0.23 | 0.20 | 0.19 |
. | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . | Coef. . | M.E . |
---|---|---|---|---|---|---|---|---|---|---|---|---|
. | 1 . | 2 . | 3 . | 4 . | 5 . | 6 . | 7 . | 8 . | 9 . | 10 . | 11 . | 12 . |
SIZE | 0.286*** | 0.037 | 0.289*** | 0.038 | 0.280*** | 0.036 | 0.183*** | 0.014 | 0.279*** | 0.036 | 0.259*** | 0.035 |
(25.40) | (25.42) | (24.74) | (16.85) | (24.61) | (21.95) | |||||||
GROWTH | 0.060** | 0.008 | 0.068** | 0.009 | 0.053* | 0.007 | 0.201*** | 0.015 | 0.052* | 0.007 | 0.053* | 0.007 |
(2.04) | (2.25) | (1.77) | (4.18) | (1.72) | (1.68) | |||||||
YEARS | −0.003 | −0.0003 | −0.003 | −0.0004 | −0.003 | −0.0001 | −0.003 | −0.0002 | −0.003 | −0.0002 | −0.004 | −0.001 |
(-1.14) | (−1.32) | (−1.16) | (−0.10) | (−0.99) | (−1.37) | |||||||
LEVER | 0.685*** | 0.089 | 0.639*** | 0.083 | 1.727*** | 0.220 | 2.328*** | 0.180 | 1.712*** | 0.218 | 1.753*** | 0.237 |
(13.49) | (13.84) | (11.94) | (12.94) | (11.89) | (11.42) | |||||||
PROF | 0.504*** | 0.066 | 0.435*** | 0.055 | 0.484*** | 0.037 | 0.438*** | 0.056 | 0.388*** | 0.052 | ||
(4.76) | (3.98) | (3.07) | (3.99) | (3.46) | ||||||||
LIQUID | −0.032 | −0.004 | −0.015 | −0.002 | 0.831*** | 0.106 | 0.839*** | 0.065 | 0.827*** | 0.105 | 0.824*** | 0.111 |
(-0.51) | (−0.23) | (3.59) | (2.85) | (3.57) | (3.36) | |||||||
COLL | 0.631*** | 0.082 | 0.656*** | 0.086 | 0.536*** | 0.068 | 0.391 | 0.030 | 0.530*** | 0.068 | 0.416** | 0.056 |
(3.30) | (3.43) | (2.74) | (1.61) | (2.71) | (2.03) | |||||||
CF | 0.309*** | 0.040 | ||||||||||
(4.76) | ||||||||||||
LEV2 | −1.061*** | −0.135 | −1.328*** | −0.102 | −1.050*** | −0.134 | −1.097*** | −0.148 | ||||
(−6.78) | (−7.06) | (−6.75) | (−6.65) | |||||||||
LIQUID2 | −0.877*** | −0.112 | −1.219*** | −0.094 | −0.874*** | −0.111 | −0.955*** | −0.129 | ||||
(−3.65) | (−3.95) | (−3.63) | (−3.77) | |||||||||
LCY | 0.005** | 0.001 | ||||||||||
(2.44) | ||||||||||||
TRVOL | −0.0001 | −0.00001 | ||||||||||
(−0.42) | ||||||||||||
CHdum | 0.399*** | 0.065 | 0.439*** | 0.074 | 0.384*** | 0.061 | 0.234*** | 0.017 | 0.428*** | 0.070 | 0.305*** | 0.049 |
(5.98) | (6.52) | (5.67) | (2.80) | (6.19) | (4.16) | |||||||
HKdum | 0.269*** | 0.041 | 0.280*** | 0.043 | 0.299*** | 0.046 | 0.232** | 0.017 | 0.377*** | 0.061 | 0.198** | 0.030 |
(3.16) | (3.26) | (3.52) | (2.14) | (4.19) | (2.12) | |||||||
IDdum | −0.640*** | −0.056 | −0.637*** | −0.056 | −0.589*** | −0.052 | −0.833*** | −0.026 | −0.405*** | −0.040 | −0.603*** | −0.057 |
(-12.77) | (−12.55) | (−11.70) | (−13.07) | (−4.40) | (−9.85) | |||||||
MYdum | 1.347*** | 0.286 | 1.368*** | 0.291 | 1.331*** | 0.277 | 1.283*** | 0.154 | 1.303*** | 0.269 | 1.170*** | 0.232 |
(15.87) | (16.02) | (15.60) | (12.39) | (15.07) | (12.38) | |||||||
PHdum | 0.488*** | 0.087 | 0.512*** | 0.093 | 0.486*** | 0.085 | 0.352*** | 0.029 | 0.667*** | 0.130 | 0.417*** | 0.075 |
(6.60) | (6.86) | (6.54) | (3.80) | (6.38) | (3.60) | |||||||
SGdum | 1.268*** | 0.299 | 1.293*** | 0.307 | 1.248*** | 0.288 | 1.590*** | 0.270 | 1.401*** | 0.340 | 1.225*** | 0.319 |
(13.97) | (14.17) | (13.67) | (14.47) | (12.84) | (10.80) | |||||||
THdum | 0.733*** | 0.141 | 0.746*** | 0.145 | 0.734*** | 0.139 | 0.825*** | 0.091 | 0.848*** | 0.170 | 0.632*** | 0.118 |
(10.82) | (10.91) | (10.76) | (10.09) | (10.46) | (8.00) | |||||||
TWdum | 3.376*** | 0.908 | 3.427*** | 0.913 | 3.239*** | 0.894 | 4.379*** | 0.971 | 3.125*** | 0.880 | 2.929*** | 0.851 |
(13.18) | (13.34) | (12.54) | (16.23) | (11.91) | (10.52) | |||||||
Observations | 28,887 | 28,297 | 28,887 | 25,994 | 28,887 | 25,047 | ||||||
Number of firms | 4,090 | 4,073 | 4,090 | 3,936 | 4,090 | 3,977 | ||||||
Pseudo- R2 | 0.19 | 0.19 | 0.20 | 0.23 | 0.20 | 0.19 |
Notes : The estimates were obtained using a probit model. Columns 2, 4, 6, 8, 10, and 12 report the marginal effects evaluated at covariate means. The dependent variable is a dummy equal to one if the firm is a bond issuer, and zero otherwise. Robust z-statistics in parentheses. All firm-specific variables are lagged one period. Time, industry and country dummies are included in the models.
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