Mean difference test
| Variables | GAPU ≤ median | GAPU > median | Mean difference | t-statistics |
|---|---|---|---|---|
| TOBINQ | 2.532 | 2.330 | 0.202 | 10.935*** |
| LNTOBINQ | 0.788 | 0.721 | 0.067 | 12.329*** |
| MKTBK | 3.120 | 3.119 | 0.001 | 2.512** |
| NAVPS | 4.528 | 4.219 | 0.309 | 9.748*** |
| MKTVAL | 22.655 | 22.632 | 0.023 | 1.991** |
| BMEET | 11.860 | 11.820 | 0.040 | 0.792* |
| LNBMEET | 2.169 | 2.144 | 0.025 | 6.076*** |
| GAPS | 0.371 | 8.299 | −7.928 | −88.056*** |
| GAPSQU | 5.248 | 191.554 | −186.306 | −118.095*** |
| DIFEDU | 0.834 | 0.848 | −0.014 | −3.723*** |
| DIFNAT | 0.012 | 0.025 | −0.013 | −8.721*** |
| DIFGEN | 0.060 | 0.100 | −0.040 | −13.593*** |
| JONTENU | 3.374 | 2.577 | 0.797 | 26.771*** |
| CHANGE1 | 0.010 | 0.016 | −0.005 | −4.323*** |
| TENURE1 | 4.133 | 4.367 | −0.234 | −6.257*** |
| CHANGE2 | 0.008 | 0.011 | −0.003 | −2.807*** |
| TENURE2 | 3.851 | 3.171 | 0.680 | 20.423*** |
| BODAGE | 50.336 | 50.450 | −0.115 | −2.783*** |
| BODSIZE | 8.709 | 9.010 | −0.301 | −15.519*** |
| CVBA | 0.150 | 0.164 | −0.014 | −27.260*** |
| LEVER | 0.450 | 0.466 | −0.016 | −7.094*** |
| CapEx/TA | 0.046 | 0.048 | −0.002 | −2.988 |
| FFIRM | 0.612 | 0.559 | 0.053 | 10.246*** |
| FIRMAGE | 9.336 | 9.699 | −0.362 | −5.295*** |
| R&D | 0.012 | 0.008 | 0.004 | 12.626*** |
| SALEGR | 0.200 | 0.184 | 0.016 | 2.937*** |
| FSIZE | 21.925 | 21.964 | −0.039 | −2.856*** |
| BETA | 1.140 | 1.114 | 0.026 | 8.995*** |
| STOCKVOL | 0.449 | 0.467 | −0.018 | −3.055*** |
| CVMBA | 0.129 | 0.134 | −0.006 | −10.091*** |
| MBSIZE | 1.780 | 1.772 | 0.009 | 2.246** |
| MBTENU | 3.253 | 3.199 | 0.054 | 3.231*** |
| SBSIZE | 1.253 | 1.290 | −0.036 | −12.343*** |
| Variables | GAPU ≤ median | GAPU > median | Mean difference | |
|---|---|---|---|---|
| TOBINQ | 2.532 | 2.330 | 0.202 | 10.935*** |
| LNTOBINQ | 0.788 | 0.721 | 0.067 | 12.329*** |
| MKTBK | 3.120 | 3.119 | 0.001 | 2.512** |
| NAVPS | 4.528 | 4.219 | 0.309 | 9.748*** |
| MKTVAL | 22.655 | 22.632 | 0.023 | 1.991** |
| BMEET | 11.860 | 11.820 | 0.040 | 0.792* |
| LNBMEET | 2.169 | 2.144 | 0.025 | 6.076*** |
| GAPS | 0.371 | 8.299 | −7.928 | −88.056*** |
| GAPSQU | 5.248 | 191.554 | −186.306 | −118.095*** |
| DIFEDU | 0.834 | 0.848 | −0.014 | −3.723*** |
| DIFNAT | 0.012 | 0.025 | −0.013 | −8.721*** |
| DIFGEN | 0.060 | 0.100 | −0.040 | −13.593*** |
| JONTENU | 3.374 | 2.577 | 0.797 | 26.771*** |
| CHANGE1 | 0.010 | 0.016 | −0.005 | −4.323*** |
| TENURE1 | 4.133 | 4.367 | −0.234 | −6.257*** |
| CHANGE2 | 0.008 | 0.011 | −0.003 | −2.807*** |
| TENURE2 | 3.851 | 3.171 | 0.680 | 20.423*** |
| BODAGE | 50.336 | 50.450 | −0.115 | −2.783*** |
| BODSIZE | 8.709 | 9.010 | −0.301 | −15.519*** |
| CVBA | 0.150 | 0.164 | −0.014 | −27.260*** |
| LEVER | 0.450 | 0.466 | −0.016 | −7.094*** |
| CapEx/TA | 0.046 | 0.048 | −0.002 | −2.988 |
| FFIRM | 0.612 | 0.559 | 0.053 | 10.246*** |
| FIRMAGE | 9.336 | 9.699 | −0.362 | −5.295*** |
| R&D | 0.012 | 0.008 | 0.004 | 12.626*** |
| SALEGR | 0.200 | 0.184 | 0.016 | 2.937*** |
| FSIZE | 21.925 | 21.964 | −0.039 | −2.856*** |
| BETA | 1.140 | 1.114 | 0.026 | 8.995*** |
| STOCKVOL | 0.449 | 0.467 | −0.018 | −3.055*** |
| CVMBA | 0.129 | 0.134 | −0.006 | −10.091*** |
| MBSIZE | 1.780 | 1.772 | 0.009 | 2.246** |
| MBTENU | 3.253 | 3.199 | 0.054 | 3.231*** |
| SBSIZE | 1.253 | 1.290 | −0.036 | −12.343*** |
Note(s): t statistics in parentheses. *p < 0.10, **p < 0.05, ***p < 0.01, NAVPS: N = 22,049 (GAPU ≤ median); N = 15,076 (GAPU > median). All the variables are defined in Appendix
Source(s): Authors’ own calculation