Table 3

The decision to issue

Coef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.E
123456789101112
SIZE0.286***0.0370.289***0.0380.280***0.0360.183***0.0140.279***0.0360.259***0.035
(25.40)(25.42)(24.74)(16.85)(24.61)(21.95)
GROWTH0.060**0.0080.068**0.0090.053*0.0070.201***0.0150.052*0.0070.053*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)
LEVER0.685***0.0890.639***0.0831.727***0.2202.328***0.1801.712***0.2181.753***0.237
(13.49)(13.84)(11.94)(12.94)(11.89)(11.42)
PROF0.504***0.0660.435***0.0550.484***0.0370.438***0.0560.388***0.052
(4.76)(3.98)(3.07)(3.99)(3.46)
LIQUID−0.032−0.004−0.015−0.0020.831***0.1060.839***0.0650.827***0.1050.824***0.111
(-0.51)(−0.23)(3.59)(2.85)(3.57)(3.36)
COLL0.631***0.0820.656***0.0860.536***0.0680.3910.0300.530***0.0680.416**0.056
(3.30)(3.43)(2.74)(1.61)(2.71)(2.03)
CF0.309***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)
LCY0.005**0.001
(2.44)
TRVOL−0.0001−0.00001
(−0.42)
CHdum0.399***0.0650.439***0.0740.384***0.0610.234***0.0170.428***0.0700.305***0.049
(5.98)(6.52)(5.67)(2.80)(6.19)(4.16)
HKdum0.269***0.0410.280***0.0430.299***0.0460.232**0.0170.377***0.0610.198**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)
MYdum1.347***0.2861.368***0.2911.331***0.2771.283***0.1541.303***0.2691.170***0.232
(15.87)(16.02)(15.60)(12.39)(15.07)(12.38)
PHdum0.488***0.0870.512***0.0930.486***0.0850.352***0.0290.667***0.1300.417***0.075
(6.60)(6.86)(6.54)(3.80)(6.38)(3.60)
SGdum1.268***0.2991.293***0.3071.248***0.2881.590***0.2701.401***0.3401.225***0.319
(13.97)(14.17)(13.67)(14.47)(12.84)(10.80)
THdum0.733***0.1410.746***0.1450.734***0.1390.825***0.0910.848***0.1700.632***0.118
(10.82)(10.91)(10.76)(10.09)(10.46)(8.00)
TWdum3.376***0.9083.427***0.9133.239***0.8944.379***0.9713.125***0.8802.929***0.851
(13.18)(13.34)(12.54)(16.23)(11.91)(10.52)
Observations28,88728,29728,88725,99428,88725,047
Number of firms4,0904,0734,0903,9364,0903,977
Pseudo- R20.190.190.200.230.200.19
Coef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.E
123456789101112
SIZE0.286***0.0370.289***0.0380.280***0.0360.183***0.0140.279***0.0360.259***0.035
(25.40)(25.42)(24.74)(16.85)(24.61)(21.95)
GROWTH0.060**0.0080.068**0.0090.053*0.0070.201***0.0150.052*0.0070.053*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)
LEVER0.685***0.0890.639***0.0831.727***0.2202.328***0.1801.712***0.2181.753***0.237
(13.49)(13.84)(11.94)(12.94)(11.89)(11.42)
PROF0.504***0.0660.435***0.0550.484***0.0370.438***0.0560.388***0.052
(4.76)(3.98)(3.07)(3.99)(3.46)
LIQUID−0.032−0.004−0.015−0.0020.831***0.1060.839***0.0650.827***0.1050.824***0.111
(-0.51)(−0.23)(3.59)(2.85)(3.57)(3.36)
COLL0.631***0.0820.656***0.0860.536***0.0680.3910.0300.530***0.0680.416**0.056
(3.30)(3.43)(2.74)(1.61)(2.71)(2.03)
CF0.309***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)
LCY0.005**0.001
(2.44)
TRVOL−0.0001−0.00001
(−0.42)
CHdum0.399***0.0650.439***0.0740.384***0.0610.234***0.0170.428***0.0700.305***0.049
(5.98)(6.52)(5.67)(2.80)(6.19)(4.16)
HKdum0.269***0.0410.280***0.0430.299***0.0460.232**0.0170.377***0.0610.198**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)
MYdum1.347***0.2861.368***0.2911.331***0.2771.283***0.1541.303***0.2691.170***0.232
(15.87)(16.02)(15.60)(12.39)(15.07)(12.38)
PHdum0.488***0.0870.512***0.0930.486***0.0850.352***0.0290.667***0.1300.417***0.075
(6.60)(6.86)(6.54)(3.80)(6.38)(3.60)
SGdum1.268***0.2991.293***0.3071.248***0.2881.590***0.2701.401***0.3401.225***0.319
(13.97)(14.17)(13.67)(14.47)(12.84)(10.80)
THdum0.733***0.1410.746***0.1450.734***0.1390.825***0.0910.848***0.1700.632***0.118
(10.82)(10.91)(10.76)(10.09)(10.46)(8.00)
TWdum3.376***0.9083.427***0.9133.239***0.8944.379***0.9713.125***0.8802.929***0.851
(13.18)(13.34)(12.54)(16.23)(11.91)(10.52)
Observations28,88728,29728,88725,99428,88725,047
Number of firms4,0904,0734,0903,9364,0903,977
Pseudo- R20.190.190.200.230.200.19

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.

Table 3

The decision to issue

Coef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.E
123456789101112
SIZE0.286***0.0370.289***0.0380.280***0.0360.183***0.0140.279***0.0360.259***0.035
(25.40)(25.42)(24.74)(16.85)(24.61)(21.95)
GROWTH0.060**0.0080.068**0.0090.053*0.0070.201***0.0150.052*0.0070.053*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)
LEVER0.685***0.0890.639***0.0831.727***0.2202.328***0.1801.712***0.2181.753***0.237
(13.49)(13.84)(11.94)(12.94)(11.89)(11.42)
PROF0.504***0.0660.435***0.0550.484***0.0370.438***0.0560.388***0.052
(4.76)(3.98)(3.07)(3.99)(3.46)
LIQUID−0.032−0.004−0.015−0.0020.831***0.1060.839***0.0650.827***0.1050.824***0.111
(-0.51)(−0.23)(3.59)(2.85)(3.57)(3.36)
COLL0.631***0.0820.656***0.0860.536***0.0680.3910.0300.530***0.0680.416**0.056
(3.30)(3.43)(2.74)(1.61)(2.71)(2.03)
CF0.309***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)
LCY0.005**0.001
(2.44)
TRVOL−0.0001−0.00001
(−0.42)
CHdum0.399***0.0650.439***0.0740.384***0.0610.234***0.0170.428***0.0700.305***0.049
(5.98)(6.52)(5.67)(2.80)(6.19)(4.16)
HKdum0.269***0.0410.280***0.0430.299***0.0460.232**0.0170.377***0.0610.198**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)
MYdum1.347***0.2861.368***0.2911.331***0.2771.283***0.1541.303***0.2691.170***0.232
(15.87)(16.02)(15.60)(12.39)(15.07)(12.38)
PHdum0.488***0.0870.512***0.0930.486***0.0850.352***0.0290.667***0.1300.417***0.075
(6.60)(6.86)(6.54)(3.80)(6.38)(3.60)
SGdum1.268***0.2991.293***0.3071.248***0.2881.590***0.2701.401***0.3401.225***0.319
(13.97)(14.17)(13.67)(14.47)(12.84)(10.80)
THdum0.733***0.1410.746***0.1450.734***0.1390.825***0.0910.848***0.1700.632***0.118
(10.82)(10.91)(10.76)(10.09)(10.46)(8.00)
TWdum3.376***0.9083.427***0.9133.239***0.8944.379***0.9713.125***0.8802.929***0.851
(13.18)(13.34)(12.54)(16.23)(11.91)(10.52)
Observations28,88728,29728,88725,99428,88725,047
Number of firms4,0904,0734,0903,9364,0903,977
Pseudo- R20.190.190.200.230.200.19
Coef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.ECoef.M.E
123456789101112
SIZE0.286***0.0370.289***0.0380.280***0.0360.183***0.0140.279***0.0360.259***0.035
(25.40)(25.42)(24.74)(16.85)(24.61)(21.95)
GROWTH0.060**0.0080.068**0.0090.053*0.0070.201***0.0150.052*0.0070.053*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)
LEVER0.685***0.0890.639***0.0831.727***0.2202.328***0.1801.712***0.2181.753***0.237
(13.49)(13.84)(11.94)(12.94)(11.89)(11.42)
PROF0.504***0.0660.435***0.0550.484***0.0370.438***0.0560.388***0.052
(4.76)(3.98)(3.07)(3.99)(3.46)
LIQUID−0.032−0.004−0.015−0.0020.831***0.1060.839***0.0650.827***0.1050.824***0.111
(-0.51)(−0.23)(3.59)(2.85)(3.57)(3.36)
COLL0.631***0.0820.656***0.0860.536***0.0680.3910.0300.530***0.0680.416**0.056
(3.30)(3.43)(2.74)(1.61)(2.71)(2.03)
CF0.309***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)
LCY0.005**0.001
(2.44)
TRVOL−0.0001−0.00001
(−0.42)
CHdum0.399***0.0650.439***0.0740.384***0.0610.234***0.0170.428***0.0700.305***0.049
(5.98)(6.52)(5.67)(2.80)(6.19)(4.16)
HKdum0.269***0.0410.280***0.0430.299***0.0460.232**0.0170.377***0.0610.198**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)
MYdum1.347***0.2861.368***0.2911.331***0.2771.283***0.1541.303***0.2691.170***0.232
(15.87)(16.02)(15.60)(12.39)(15.07)(12.38)
PHdum0.488***0.0870.512***0.0930.486***0.0850.352***0.0290.667***0.1300.417***0.075
(6.60)(6.86)(6.54)(3.80)(6.38)(3.60)
SGdum1.268***0.2991.293***0.3071.248***0.2881.590***0.2701.401***0.3401.225***0.319
(13.97)(14.17)(13.67)(14.47)(12.84)(10.80)
THdum0.733***0.1410.746***0.1450.734***0.1390.825***0.0910.848***0.1700.632***0.118
(10.82)(10.91)(10.76)(10.09)(10.46)(8.00)
TWdum3.376***0.9083.427***0.9133.239***0.8944.379***0.9713.125***0.8802.929***0.851
(13.18)(13.34)(12.54)(16.23)(11.91)(10.52)
Observations28,88728,29728,88725,99428,88725,047
Number of firms4,0904,0734,0903,9364,0903,977
Pseudo- R20.190.190.200.230.200.19

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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