Correlation
| No. | Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) | (20) | (21) | (22) | (23) | (24) | (25) | (26) | (27) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) | LAF | 1.000 | ||||||||||||||||||||||||||
| (2) | LNPEN | 0.368*** | 1.000 | |||||||||||||||||||||||||
| (3) | LNNUM | 0.374*** | 0.900*** | 1.000 | ||||||||||||||||||||||||
| (4) | LIQ | −0.351*** | −0.230*** | −0.232*** | 1.000 | |||||||||||||||||||||||
| (5) | CA_TA | −0.219*** | −0.242*** | −0.268*** | 0.469*** | 1.000 | ||||||||||||||||||||||
| (6) | INVREC | −0.085*** | −0.026*** | −0.040*** | 0.056*** | 0.613*** | 1.000 | |||||||||||||||||||||
| (7) | ROA | −0.048*** | −0.005 | −0.019* | 0.049*** | 0.153*** | 0.099*** | 1.000 | ||||||||||||||||||||
| (8) | LOSS | −0.122*** | −0.051*** | −0.051*** | 0.098*** | 0.026*** | −0.087*** | −0.503*** | 1.000 | |||||||||||||||||||
| (9) | INTANG | 0.241*** | −0.005 | −0.028*** | −0.240*** | −0.478*** | −0.279*** | −0.042*** | −0.135*** | 1.000 | ||||||||||||||||||
| (10) | GC | −0.009 | −0.014 | −0.013 | −0.008 | 0.017* | 0.011 | −0.037*** | 0.056*** | −0.012 | 1.000 | |||||||||||||||||
| (11) | MW | 0.022** | −0.016 | −0.021** | −0.004 | 0.006 | 0.017* | −0.085*** | 0.039*** | 0.013 | 0.030*** | 1.000 | ||||||||||||||||
| (12) | RESTATE | −0.011 | −0.018* | −0.018* | 0.007 | 0.023** | 0.011 | −0.036*** | 0.026*** | −0.027*** | −0.002 | 0.122*** | 1.000 | |||||||||||||||
| (13) | LEV | 0.311*** | 0.163*** | 0.173*** | −0.354*** | −0.455*** | −0.200*** | −0.081*** | −0.018* | 0.236*** | 0.017* | 0.011 | −0.007 | 1.000 | ||||||||||||||
| (14) | Z | −0.313*** | −0.169*** | −0.175*** | 0.523*** | 0.397*** | 0.104*** | 0.482*** | −0.110*** | −0.208*** | −0.019* | −0.047*** | −0.014 | −0.495*** | 1.000 | |||||||||||||
| (15) | SIZE | 0.729*** | 0.365*** | 0.378*** | −0.255*** | −0.244*** | −0.255*** | 0.285*** | −0.209*** | 0.173*** | −0.041*** | −0.082*** | −0.051*** | 0.197*** | 0.029*** | 1.000 | ||||||||||||
| (16) | MERGER | 0.163*** | 0.014 | 0.000 | −0.099*** | −0.107*** | −0.002 | 0.039*** | −0.125*** | 0.340*** | 0.007 | −0.014 | −0.013 | 0.040*** | −0.069*** | 0.104*** | 1.000 | |||||||||||
| (17) | FRGN | 0.343*** | 0.007 | −0.012 | 0.032*** | 0.104*** | 0.084*** | 0.124*** | −0.205*** | 0.124*** | −0.019* | −0.017* | −0.014 | −0.017* | 0.024** | 0.256*** | 0.141*** | 1.000 | ||||||||||
| (18) | LNSEG | 0.360*** | 0.203*** | 0.211*** | −0.164*** | −0.140*** | 0.049*** | −0.026*** | −0.089*** | 0.144*** | −0.012 | −0.003 | −0.022** | 0.111*** | −0.194*** | 0.188*** | 0.141*** | 0.179*** | 1.000 | |||||||||
| (19) | LNGEO | 0.311*** | −0.001 | −0.012 | 0.088*** | 0.085*** | 0.037*** | −0.044*** | −0.032*** | 0.046*** | −0.007 | 0.003 | −0.021** | −0.037*** | −0.031*** | 0.168*** | 0.090*** | 0.440*** | 0.394*** | 1.000 | ||||||||
| (20) | BUSY | 0.107*** | 0.062*** | 0.075*** | −0.046*** | −0.166*** | −0.120*** | −0.065*** | 0.022** | 0.045*** | 0.015 | −0.006 | −0.010 | 0.119*** | −0.076*** | 0.042*** | 0.008 | 0.007 | 0.047*** | 0.073*** | 1.000 | |||||||
| (21) | BIG4 | 0.295*** | 0.112*** | 0.110*** | −0.171*** | −0.137*** | −0.077*** | 0.014 | −0.069*** | 0.047*** | 0.005 | −0.012 | −0.004 | 0.148*** | −0.157*** | 0.241*** | 0.041*** | 0.058*** | 0.080*** | 0.050*** | 0.026*** | 1.000 | ||||||
| (22) | SP | 0.111*** | 0.050*** | 0.073*** | −0.070*** | −0.038*** | 0.021** | −0.032*** | −0.013 | −0.037*** | −0.005 | 0.021** | 0.005 | 0.059*** | −0.062*** | 0.054*** | −0.005 | −0.012 | 0.061*** | −0.005 | 0.044*** | 0.062*** | 1.000 | |||||
| (23) | LNTENURE | 0.227*** | 0.116*** | 0.113*** | −0.098*** | −0.085*** | −0.038*** | 0.019* | −0.027*** | 0.035*** | −0.029*** | −0.045*** | −0.035*** | 0.135*** | −0.056*** | 0.254*** | −0.007 | 0.067*** | 0.074*** | 0.072*** | 0.010 | 0.274*** | 0.041*** | 1.000 | ||||
| (24) | AUD_CH | −0.087*** | −0.040*** | −0.037*** | 0.036*** | 0.024** | 0.011 | −0.007 | 0.008 | −0.008 | 0.032*** | 0.024** | 0.030*** | −0.024** | 0.021** | −0.074*** | −0.005 | −0.006 | −0.018* | −0.011 | −0.010 | −0.126*** | −0.015 | −0.538*** | 1.000 | |||
| (25) | LNAF | 0.647*** | 0.241*** | 0.234*** | −0.245*** | −0.169*** | −0.098*** | 0.041*** | −0.133*** | 0.227*** | −0.011 | −0.022** | −0.012 | 0.216*** | −0.201*** | 0.538*** | 0.149*** | 0.253*** | 0.254*** | 0.207*** | 0.047*** | 0.238*** | 0.069*** | 0.152*** | −0.074*** | 1.000 | ||
| (26) | DUAL | 0.106*** | 0.133*** | 0.143*** | −0.079*** | −0.036*** | 0.027*** | 0.028*** | −0.020** | −0.036*** | 0.000 | −0.039*** | −0.008 | 0.007 | −0.039*** | 0.132*** | 0.006 | 0.011 | 0.073*** | −0.007 | 0.065*** | −0.006 | 0.010 | −0.018* | −0.009 | 0.106*** | 1.000 | |
| (27) | CEOEXP | 0.018* | 0.016 | 0.019* | −0.019* | −0.011 | 0.008 | 0.005 | 0.012 | −0.003 | −0.001 | 0.006 | −0.005 | 0.010 | −0.001 | 0.009 | 0.002 | −0.011 | 0.004 | 0.001 | −0.006 | 0.013 | −0.002 | 0.033*** | −0.007 | 0.017* | −0.020** | 1.000 |
| No. | Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) | (20) | (21) | (22) | (23) | (24) | (25) | (26) | (27) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) | 1.000 | |||||||||||||||||||||||||||
| (2) | 0.368 | 1.000 | ||||||||||||||||||||||||||
| (3) | 0.374 | 0.900 | 1.000 | |||||||||||||||||||||||||
| (4) | −0.351 | −0.230 | −0.232 | 1.000 | ||||||||||||||||||||||||
| (5) | CA_TA | −0.219 | −0.242 | −0.268 | 0.469 | 1.000 | ||||||||||||||||||||||
| (6) | −0.085 | −0.026 | −0.040 | 0.056 | 0.613 | 1.000 | ||||||||||||||||||||||
| (7) | −0.048 | −0.005 | −0.019 | 0.049 | 0.153 | 0.099 | 1.000 | |||||||||||||||||||||
| (8) | −0.122 | −0.051 | −0.051 | 0.098 | 0.026 | −0.087 | −0.503 | 1.000 | ||||||||||||||||||||
| (9) | 0.241 | −0.005 | −0.028 | −0.240 | −0.478 | −0.279 | −0.042 | −0.135 | 1.000 | |||||||||||||||||||
| (10) | −0.009 | −0.014 | −0.013 | −0.008 | 0.017 | 0.011 | −0.037 | 0.056 | −0.012 | 1.000 | ||||||||||||||||||
| (11) | 0.022 | −0.016 | −0.021 | −0.004 | 0.006 | 0.017 | −0.085 | 0.039 | 0.013 | 0.030 | 1.000 | |||||||||||||||||
| (12) | RESTATE | −0.011 | −0.018 | −0.018 | 0.007 | 0.023 | 0.011 | −0.036 | 0.026 | −0.027 | −0.002 | 0.122 | 1.000 | |||||||||||||||
| (13) | 0.311 | 0.163 | 0.173 | −0.354 | −0.455 | −0.200 | −0.081 | −0.018 | 0.236 | 0.017 | 0.011 | −0.007 | 1.000 | |||||||||||||||
| (14) | Z | −0.313 | −0.169 | −0.175 | 0.523 | 0.397 | 0.104 | 0.482 | −0.110 | −0.208 | −0.019 | −0.047 | −0.014 | −0.495 | 1.000 | |||||||||||||
| (15) | 0.729 | 0.365 | 0.378 | −0.255 | −0.244 | −0.255 | 0.285 | −0.209 | 0.173 | −0.041 | −0.082 | −0.051 | 0.197 | 0.029 | 1.000 | |||||||||||||
| (16) | 0.163 | 0.014 | 0.000 | −0.099 | −0.107 | −0.002 | 0.039 | −0.125 | 0.340 | 0.007 | −0.014 | −0.013 | 0.040 | −0.069 | 0.104 | 1.000 | ||||||||||||
| (17) | 0.343 | 0.007 | −0.012 | 0.032 | 0.104 | 0.084 | 0.124 | −0.205 | 0.124 | −0.019 | −0.017 | −0.014 | −0.017 | 0.024 | 0.256 | 0.141 | 1.000 | |||||||||||
| (18) | 0.360 | 0.203 | 0.211 | −0.164 | −0.140 | 0.049 | −0.026 | −0.089 | 0.144 | −0.012 | −0.003 | −0.022 | 0.111 | −0.194 | 0.188 | 0.141 | 0.179 | 1.000 | ||||||||||
| (19) | 0.311 | −0.001 | −0.012 | 0.088 | 0.085 | 0.037 | −0.044 | −0.032 | 0.046 | −0.007 | 0.003 | −0.021 | −0.037 | −0.031 | 0.168 | 0.090 | 0.440 | 0.394 | 1.000 | |||||||||
| (20) | 0.107 | 0.062 | 0.075 | −0.046 | −0.166 | −0.120 | −0.065 | 0.022 | 0.045 | 0.015 | −0.006 | −0.010 | 0.119 | −0.076 | 0.042 | 0.008 | 0.007 | 0.047 | 0.073 | 1.000 | ||||||||
| (21) | BIG4 | 0.295 | 0.112 | 0.110 | −0.171 | −0.137 | −0.077 | 0.014 | −0.069 | 0.047 | 0.005 | −0.012 | −0.004 | 0.148 | −0.157 | 0.241 | 0.041 | 0.058 | 0.080 | 0.050 | 0.026 | 1.000 | ||||||
| (22) | 0.111 | 0.050 | 0.073 | −0.070 | −0.038 | 0.021 | −0.032 | −0.013 | −0.037 | −0.005 | 0.021 | 0.005 | 0.059 | −0.062 | 0.054 | −0.005 | −0.012 | 0.061 | −0.005 | 0.044 | 0.062 | 1.000 | ||||||
| (23) | LNTENURE | 0.227 | 0.116 | 0.113 | −0.098 | −0.085 | −0.038 | 0.019 | −0.027 | 0.035 | −0.029 | −0.045 | −0.035 | 0.135 | −0.056 | 0.254 | −0.007 | 0.067 | 0.074 | 0.072 | 0.010 | 0.274 | 0.041 | 1.000 | ||||
| (24) | AUD_CH | −0.087 | −0.040 | −0.037 | 0.036 | 0.024 | 0.011 | −0.007 | 0.008 | −0.008 | 0.032 | 0.024 | 0.030 | −0.024 | 0.021 | −0.074 | −0.005 | −0.006 | −0.018 | −0.011 | −0.010 | −0.126 | −0.015 | −0.538 | 1.000 | |||
| (25) | 0.647 | 0.241 | 0.234 | −0.245 | −0.169 | −0.098 | 0.041 | −0.133 | 0.227 | −0.011 | −0.022 | −0.012 | 0.216 | −0.201 | 0.538 | 0.149 | 0.253 | 0.254 | 0.207 | 0.047 | 0.238 | 0.069 | 0.152 | −0.074 | 1.000 | |||
| (26) | 0.106 | 0.133 | 0.143 | −0.079 | −0.036 | 0.027 | 0.028 | −0.020 | −0.036 | 0.000 | −0.039 | −0.008 | 0.007 | −0.039 | 0.132 | 0.006 | 0.011 | 0.073 | −0.007 | 0.065 | −0.006 | 0.010 | −0.018 | −0.009 | 0.106 | 1.000 | ||
| (27) | 0.018 | 0.016 | 0.019 | −0.019 | −0.011 | 0.008 | 0.005 | 0.012 | −0.003 | −0.001 | 0.006 | −0.005 | 0.010 | −0.001 | 0.009 | 0.002 | −0.011 | 0.004 | 0.001 | −0.006 | 0.013 | −0.002 | 0.033 | −0.007 | 0.017 | −0.020 | 1.000 |
*, ** and *** indicate significance (two-tailed) at 0.10, 0.05 and 0.01 levels, respectively. The definition and measurement of the variables are described in Appendix
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