Capital structure determinants in the UK before, during and after the subprime crisis
| 1999-2007 | 2008-2010 | 2011-2019 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TDB | LTDB | TDM | LTDM | TDB | LTDB | TDM | LTDM | TDB | LTDB | TDM | LTDM | |
| PROFIT | −0.2903a | −0.1458 | −0.2215a | −0.1172c | −0.3914a | −0.2180 | −0.4892a | −0.2585c | −0.8436a | −0.6752a | −0.4204a | −0.2913a |
| (0.0023) | (0.0715) | (0.0014) | (0.0934) | (0.0007) | (0.1237) | (0.0075) | (0.0622) | (0.0000) | (0.0000) | (0.0000) | (0.0014) | |
| lnASSET | −0.0196 | −0.0032 | −0.0037 | 0.0019 | 0.0189 | 0.0128 | 0.1124b | 0.0081 | 0.0310a | 0.0454 a | 0.0073 | 0.0029 |
| (0.1270) | (0.7425) | (0.6331) | (0.7923) | (0.1709) | (0.3549) | (0.0397) | (0.3840) | (0.0013) | (0.0029) | (0.3654) | (0.6693) | |
| M/B | 0.0043 | −0.0087 | −0.0292a | −0.0275a | −0.0281a | −0.0359a | −0.0303b | −0.0466a | 0.0343 | 0.0283a | −0.0042 | −0.0060 |
| (0.5211) | (0.2615) | (0.0000) | (0.0000) | (0.0064) | (0.0050) | (0.0271) | (0.0002) | (0.0007) | (0.0060) | (0.3872) | (0.2698) | |
| lnAGE | −0.0020 | −0.0043 | −0.0273 | −0.0051 | −0.0155 | −0.0265 | −0.3725a | −0.0084 | −0.0093 | −0.0828b | 0.0098 | −0.0230 |
| (0.9685) | (0.7799) | (0.2643) | (0.5723) | (0.5315) | (0.2755) | (0.0088) | (0.6037) | (0.6694) | (0.0175) | (0.7725) | (0.3660) | |
| TANG | 0.1541b | 0.1021 | 0.1941a | 0.1598a | 0.0508 | 0.1444 | 0.0730 | 0.1574b | 0.0936 | −0.0043 | 0.1143 | 0.0740 |
| (0.0150) | (0.0574) | (0.0010) | (0.0003) | (0.5596) | (0.1248) | (0.6666) | (0.0245) | (0.3477) | (0.9808) | (0.1391) | (0.3340) | |
| NDTS | 0.0833 | 0.0694 | −0.0865 | −0.1247 | 0.1730 | −0.2733 | 0.3924 | 0.0210 | 1.0901a | 0.8832a | 0.4804a | 0.2903 |
| (0.5539) | (0.6371) | (0.4686) | (0.3318) | (0.5429) | (0.4308) | (0.2996) | (0.9478) | (0.0000) | (0.0017) | (0.0094) | (0.1342) | |
| RND | −0.3810 | −0.6623 | −0.0298 | −0.1327 | −0.4395 | −0.0579 | 0.0687 | 0.1809 | −0.8367a | −0.8859 | −0.8041c | −0.6672 |
| (0.5299) | (0.0597) | (0.9411) | (0.5476) | (0.5893) | (0.9449) | (0.9774) | (0.7592) | (0.0000) | (0.1266) | (0.0963) | (0.1204) | |
| CPX | −0.0854 | −0.2642 | −0.0906 | −0.2393b | 0.2946 | −0.4308 | 0.1830 | −0.4516 | −0.0703 | 0.2823 | 0.0764 | 0.1814 |
| (0.5036) | (0.0321) | (0.4007) | (0.0263) | (0.2250) | (0.1466) | (0.5946) | (0.1135) | (0.7231) | (0.1694) | (0.5258) | (0.1353) | |
| CONSTANT | 0.4682a | 0.2573 | 0.3241a | 0.1463 | 0.0893 | 0.1860 | 0.1257 | 0.1435 | −0.1952 | −0.1305 | 0.0111 | 0.1826b |
| (0.0003) | (0.0847) | (0.0012) | (0.1832) | (0.6758) | (0.3894) | (0.8570) | (0.3324) | (0.3236) | (0.3537) | (0.9144) | (0.0315) | |
| Robust std. error | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Model chi-square, P value | 25.7395 | 118.157 | 35.1053 | 23.3626 | 35.7448 | 288.932 | ||||||
| (0.0012) | (0.0000) | (0.0000) | (0.0029) | (0.0000) | (0.0000) | |||||||
| Overall R-squared | 0.1674 | 0.3986 | 0.1907 | 0.2002 | 0.3627 | 0.1730 | ||||||
| LSDV R-squared | 0.8268 | 0.8551 | 0.9381 | 0.8420 | 0.8705 | 0.8779 | ||||||
| Within R-squared | 0.0809 | 0.2987 | 0.3305 | 0.0852 | 0.1603 | 0.1140 | ||||||
| 1999-2007 | 2008-2010 | 2011-2019 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TDB | LTDB | TDM | LTDM | TDB | LTDB | TDM | LTDM | TDB | LTDB | TDM | LTDM | |
| PROFIT | −0.2903a | −0.1458 | −0.2215a | −0.1172c | −0.3914a | −0.2180 | −0.4892a | −0.2585c | −0.8436a | −0.6752a | −0.4204a | −0.2913a |
| (0.0023) | (0.0715) | (0.0014) | (0.0934) | (0.0007) | (0.1237) | (0.0075) | (0.0622) | (0.0000) | (0.0000) | (0.0000) | (0.0014) | |
| lnASSET | −0.0196 | −0.0032 | −0.0037 | 0.0019 | 0.0189 | 0.0128 | 0.1124b | 0.0081 | 0.0310a | 0.0454 a | 0.0073 | 0.0029 |
| (0.1270) | (0.7425) | (0.6331) | (0.7923) | (0.1709) | (0.3549) | (0.0397) | (0.3840) | (0.0013) | (0.0029) | (0.3654) | (0.6693) | |
| M/B | 0.0043 | −0.0087 | −0.0292a | −0.0275a | −0.0281a | −0.0359a | −0.0303b | −0.0466a | 0.0343 | 0.0283a | −0.0042 | −0.0060 |
| (0.5211) | (0.2615) | (0.0000) | (0.0000) | (0.0064) | (0.0050) | (0.0271) | (0.0002) | (0.0007) | (0.0060) | (0.3872) | (0.2698) | |
| lnAGE | −0.0020 | −0.0043 | −0.0273 | −0.0051 | −0.0155 | −0.0265 | −0.3725a | −0.0084 | −0.0093 | −0.0828b | 0.0098 | −0.0230 |
| (0.9685) | (0.7799) | (0.2643) | (0.5723) | (0.5315) | (0.2755) | (0.0088) | (0.6037) | (0.6694) | (0.0175) | (0.7725) | (0.3660) | |
| TANG | 0.1541b | 0.1021 | 0.1941a | 0.1598a | 0.0508 | 0.1444 | 0.0730 | 0.1574b | 0.0936 | −0.0043 | 0.1143 | 0.0740 |
| (0.0150) | (0.0574) | (0.0010) | (0.0003) | (0.5596) | (0.1248) | (0.6666) | (0.0245) | (0.3477) | (0.9808) | (0.1391) | (0.3340) | |
| NDTS | 0.0833 | 0.0694 | −0.0865 | −0.1247 | 0.1730 | −0.2733 | 0.3924 | 0.0210 | 1.0901a | 0.8832a | 0.4804a | 0.2903 |
| (0.5539) | (0.6371) | (0.4686) | (0.3318) | (0.5429) | (0.4308) | (0.2996) | (0.9478) | (0.0000) | (0.0017) | (0.0094) | (0.1342) | |
| RND | −0.3810 | −0.6623 | −0.0298 | −0.1327 | −0.4395 | −0.0579 | 0.0687 | 0.1809 | −0.8367a | −0.8859 | −0.8041c | −0.6672 |
| (0.5299) | (0.0597) | (0.9411) | (0.5476) | (0.5893) | (0.9449) | (0.9774) | (0.7592) | (0.0000) | (0.1266) | (0.0963) | (0.1204) | |
| CPX | −0.0854 | −0.2642 | −0.0906 | −0.2393b | 0.2946 | −0.4308 | 0.1830 | −0.4516 | −0.0703 | 0.2823 | 0.0764 | 0.1814 |
| (0.5036) | (0.0321) | (0.4007) | (0.0263) | (0.2250) | (0.1466) | (0.5946) | (0.1135) | (0.7231) | (0.1694) | (0.5258) | (0.1353) | |
| CONSTANT | 0.4682a | 0.2573 | 0.3241a | 0.1463 | 0.0893 | 0.1860 | 0.1257 | 0.1435 | −0.1952 | −0.1305 | 0.0111 | 0.1826b |
| (0.0003) | (0.0847) | (0.0012) | (0.1832) | (0.6758) | (0.3894) | (0.8570) | (0.3324) | (0.3236) | (0.3537) | (0.9144) | (0.0315) | |
| Robust std. error | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Model chi-square, P value | 25.7395 | 118.157 | 35.1053 | 23.3626 | 35.7448 | 288.932 | ||||||
| (0.0012) | (0.0000) | (0.0000) | (0.0029) | (0.0000) | (0.0000) | |||||||
| Overall R-squared | 0.1674 | 0.3986 | 0.1907 | 0.2002 | 0.3627 | 0.1730 | ||||||
| LSDV R-squared | 0.8268 | 0.8551 | 0.9381 | 0.8420 | 0.8705 | 0.8779 | ||||||
| Within R-squared | 0.0809 | 0.2987 | 0.3305 | 0.0852 | 0.1603 | 0.1140 | ||||||
Note(s): a denotes significance at 1% level; b denotes significance at 5%; c indicates significance at 10%
Source(s): Authors’ own work
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