Correlation of variables
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) OPINION_CAT | 1.000 | |||||||||||||
| (2) CLEAN | −0.770*** | 1.000 | ||||||||||||
| (3) DEG | 0.031 | −0.062** | 1.000 | |||||||||||
| (4) EIGEN | −0.065*** | 0.085*** | 0.654*** | 1.000 | ||||||||||
| (5) CLOS | 0.102*** | −0.155*** | 0.446*** | 0.195*** | 1.000 | |||||||||
| (6) BET | 0.010 | −0.035 | 0.519*** | 0.170*** | 0.437*** | 1.000 | ||||||||
| (7) PCA | 0.026 | −0.056* | 0.901*** | 0.680*** | 0.681*** | 0.710*** | 1.000 | |||||||
| (8) N-SCORE | 0.000 | 0.000 | 0.710*** | 0.722*** | 0.426*** | 0.600*** | 0.824*** | 1.000 | ||||||
| (9) SIZE | 0.099*** | −0.156*** | 0.459*** | 0.262*** | 0.327*** | 0.220*** | 0.433*** | 0.281*** | 1.000 | |||||
| (10) LEV | 0.017 | −0.032 | 0.075*** | 0.112*** | −0.002 | −0.056** | 0.047* | 0.076*** | 0.142*** | 1.000 | ||||
| (11) ROA | −0.045* | 0.058*** | −0.107*** | −0.095*** | 0.016 | 0.020 | −0.061*** | −0.087*** | −0.247*** | −0.288*** | 1.000 | |||
| (12) EXP | −0.014 | 0.015 | −0.003 | 0.063*** | −0.002 | 0.010 | 0.021 | 0.043* | 0.009 | 0.055*** | −0.007 | 1.000 | ||
| (13) RECEI | 0.040* | −0.067*** | 0.000 | 0.036 | −0.053** | −0.091*** | −0.034 | 0.009 | −0.126*** | 0.223*** | 0.002 | 0.012 | 1.000 | |
| (14) LOSS | 0.026 | −0.028 | 0.009 | 0.021 | 0.006 | −0.015 | 0.007 | −0.003 | 0.055* | 0.101*** | −0.516*** | 0.122*** | 0.011 | 1.000 |
| (15) LOSSt−1 | 0.036 | −0.032 | 0.009 | 0.003 | 0.028 | −0.016 | 0.008 | 0.006 | 0.032 | 0.078*** | −0.199*** | −0.036 | 0.023 | 0.229*** |
| (16) CLEANt−1 | −0.460*** | 0.638*** | −0.071*** | 0.095*** | −0.163*** | −0.040 | −0.062** | −0.007 | −0.162*** | −0.027 | 0.076*** | 0.030 | −0.066*** | −0.040* |
| (17) AC_SIZE | 0.020 | 0.001 | 0.233*** | 0.173*** | 0.086*** | −0.039* | 0.160*** | 0.058** | 0.198*** | 0.034 | −0.020 | −0.037* | 0.000 | 0.043* |
| (18) AC_MEET | 0.066*** | −0.031 | −0.017 | −0.067*** | −0.117*** | −0.087*** | −0.090*** | −0.056*** | 0.146*** | 0.128*** | −0.190*** | 0.019 | −0.006 | 0.114*** |
| (19) BC_MEET | 0.064*** | −0.026 | −0.062*** | −0.081*** | −0.093*** | −0.082*** | −0.103*** | −0.089*** | 0.072*** | 0.177*** | −0.201*** | 0.039* | 0.001 | 0.124*** |
| (20) B_INDEP | −0.115*** | 0.138*** | −0.081*** | 0.033 | 0.077*** | 0.021 | 0.008 | −0.049* | 0.172*** | −0.049* | 0.025 | 0.007 | 0.029 | 0.010 |
| (21) BIG4 | −0.106*** | 0.121*** | 0.017 | 0.043* | −0.038* | 0.022 | 0.015 | 0.051*** | 0.035 | −0.021 | 0.073*** | −0.045* | −0.035 | −0.028 |
| (22) AFt−1 | 0.120*** | −0.181*** | 0.353*** | 0.189*** | 0.328*** | 0.221*** | 0.366*** | 0.217*** | 0.701*** | 0.082*** | −0.140*** | 0.002 | 0.023 | 0.041* |
| (23) R_LAW | −0.179*** | 0.125*** | 0.055*** | 0.148*** | 0.132*** | 0.099*** | 0.139*** | 0.110*** | 0.088*** | −0.016 | 0.137*** | 0.021 | 0.015 | −0.063*** |
| (24) REST_LINKS | 0.073*** | −0.131*** | 0.565*** | 0.301*** | 0.454*** | 0.478*** | 0.608*** | 0.447*** | 0.457*** | 0.024 | −0.058*** | −0.023 | −0.056*** | −0.003 |
| (25) LINKS_TOTAL | 0.106*** | −0.171*** | 0.645*** | 0.331*** | 0.550*** | 0.594*** | 0.715*** | 0.540*** | 0.473*** | 0.003 | −0.034* | −0.011 | −0.050*** | 0.005 |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) OPINION_CAT | 1.000 | |||||||||||||
| (2) CLEAN | −0.770*** | 1.000 | ||||||||||||
| (3) DEG | 0.031 | −0.062** | 1.000 | |||||||||||
| (4) EIGEN | −0.065*** | 0.085*** | 0.654*** | 1.000 | ||||||||||
| (5) CLOS | 0.102*** | −0.155*** | 0.446*** | 0.195*** | 1.000 | |||||||||
| (6) BET | 0.010 | −0.035 | 0.519*** | 0.170*** | 0.437*** | 1.000 | ||||||||
| (7) PCA | 0.026 | −0.056* | 0.901*** | 0.680*** | 0.681*** | 0.710*** | 1.000 | |||||||
| (8) N-SCORE | 0.000 | 0.000 | 0.710*** | 0.722*** | 0.426*** | 0.600*** | 0.824*** | 1.000 | ||||||
| (9) SIZE | 0.099*** | −0.156*** | 0.459*** | 0.262*** | 0.327*** | 0.220*** | 0.433*** | 0.281*** | 1.000 | |||||
| (10) LEV | 0.017 | −0.032 | 0.075*** | 0.112*** | −0.002 | −0.056** | 0.047* | 0.076*** | 0.142*** | 1.000 | ||||
| (11) ROA | −0.045* | 0.058*** | −0.107*** | −0.095*** | 0.016 | 0.020 | −0.061*** | −0.087*** | −0.247*** | −0.288*** | 1.000 | |||
| (12) EXP | −0.014 | 0.015 | −0.003 | 0.063*** | −0.002 | 0.010 | 0.021 | 0.043* | 0.009 | 0.055*** | −0.007 | 1.000 | ||
| (13) RECEI | 0.040* | −0.067*** | 0.000 | 0.036 | −0.053** | −0.091*** | −0.034 | 0.009 | −0.126*** | 0.223*** | 0.002 | 0.012 | 1.000 | |
| (14) LOSS | 0.026 | −0.028 | 0.009 | 0.021 | 0.006 | −0.015 | 0.007 | −0.003 | 0.055* | 0.101*** | −0.516*** | 0.122*** | 0.011 | 1.000 |
| (15) LOSS | 0.036 | −0.032 | 0.009 | 0.003 | 0.028 | −0.016 | 0.008 | 0.006 | 0.032 | 0.078*** | −0.199*** | −0.036 | 0.023 | 0.229*** |
| (16) CLEAN | −0.460*** | 0.638*** | −0.071*** | 0.095*** | −0.163*** | −0.040 | −0.062** | −0.007 | −0.162*** | −0.027 | 0.076*** | 0.030 | −0.066*** | −0.040* |
| (17) AC_SIZE | 0.020 | 0.001 | 0.233*** | 0.173*** | 0.086*** | −0.039* | 0.160*** | 0.058** | 0.198*** | 0.034 | −0.020 | −0.037* | 0.000 | 0.043* |
| (18) AC_MEET | 0.066*** | −0.031 | −0.017 | −0.067*** | −0.117*** | −0.087*** | −0.090*** | −0.056*** | 0.146*** | 0.128*** | −0.190*** | 0.019 | −0.006 | 0.114*** |
| (19) BC_MEET | 0.064*** | −0.026 | −0.062*** | −0.081*** | −0.093*** | −0.082*** | −0.103*** | −0.089*** | 0.072*** | 0.177*** | −0.201*** | 0.039* | 0.001 | 0.124*** |
| (20) B_INDEP | −0.115*** | 0.138*** | −0.081*** | 0.033 | 0.077*** | 0.021 | 0.008 | −0.049* | 0.172*** | −0.049* | 0.025 | 0.007 | 0.029 | 0.010 |
| (21) BIG4 | −0.106*** | 0.121*** | 0.017 | 0.043* | −0.038* | 0.022 | 0.015 | 0.051*** | 0.035 | −0.021 | 0.073*** | −0.045* | −0.035 | −0.028 |
| (22) AF | 0.120*** | −0.181*** | 0.353*** | 0.189*** | 0.328*** | 0.221*** | 0.366*** | 0.217*** | 0.701*** | 0.082*** | −0.140*** | 0.002 | 0.023 | 0.041* |
| (23) R_LAW | −0.179*** | 0.125*** | 0.055*** | 0.148*** | 0.132*** | 0.099*** | 0.139*** | 0.110*** | 0.088*** | −0.016 | 0.137*** | 0.021 | 0.015 | −0.063*** |
| (24) REST_LINKS | 0.073*** | −0.131*** | 0.565*** | 0.301*** | 0.454*** | 0.478*** | 0.608*** | 0.447*** | 0.457*** | 0.024 | −0.058*** | −0.023 | −0.056*** | −0.003 |
| (25) LINKS_TOTAL | 0.106*** | −0.171*** | 0.645*** | 0.331*** | 0.550*** | 0.594*** | 0.715*** | 0.540*** | 0.473*** | 0.003 | −0.034* | −0.011 | −0.050*** | 0.005 |
| (15) | (16) | (17) | (18) | (19) | (20) | (21) | (22) | (23) | (24) | (25) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| (15) LOSSt−1 | 1.000 | ||||||||||
| (16) CLEANt−1 | −0.036* | 1.000 | |||||||||
| (17) AC_SIZE | 0.037* | −0.007 | 1.000 | ||||||||
| (18) AC_MEET | 0.085*** | −0.031 | −0.026 | 1.000 | |||||||
| (19) BC_MEET | 0.081*** | −0.021 | −0.014 | 0.665*** | 1.000 | ||||||
| (20) B_INDEP | 0.019 | 0.158*** | 0.012 | −0.050*** | −0.040* | 1.000 | |||||
| (21) BIG4 | −0.033 | 0.113*** | 0.063*** | 0.008 | −0.098*** | 0.028 | 1.000 | ||||
| (22) AFt−1 | 0.046* | −0.177*** | 0.184*** | 0.030 | −0.058*** | 0.234*** | 0.047** | 1.000 | |||
| (23) R_LAW | −0.053*** | 0.125*** | −0.017 | −0.503*** | −0.384*** | 0.274*** | 0.004 | 0.165*** | 1.000 | ||
| (24) REST_LINKS | 0.015 | −0.142*** | 0.245*** | −0.076*** | −0.096*** | 0.076*** | 0.054*** | 0.396*** | 0.090*** | 1.000 | |
| (25) LINKS_TOTAL | 0.008 | −0.185*** | 0.239*** | −0.110*** | −0.166*** | 0.086*** | 0.094*** | 0.446*** | 0.129*** | 0.844*** | 1.000 |
| (15) | (16) | (17) | (18) | (19) | (20) | (21) | (22) | (23) | (24) | (25) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| (15) LOSS | 1.000 | ||||||||||
| (16) CLEAN | −0.036* | 1.000 | |||||||||
| (17) AC_SIZE | 0.037* | −0.007 | 1.000 | ||||||||
| (18) AC_MEET | 0.085*** | −0.031 | −0.026 | 1.000 | |||||||
| (19) BC_MEET | 0.081*** | −0.021 | −0.014 | 0.665*** | 1.000 | ||||||
| (20) B_INDEP | 0.019 | 0.158*** | 0.012 | −0.050*** | −0.040* | 1.000 | |||||
| (21) BIG4 | −0.033 | 0.113*** | 0.063*** | 0.008 | −0.098*** | 0.028 | 1.000 | ||||
| (22) AF | 0.046* | −0.177*** | 0.184*** | 0.030 | −0.058*** | 0.234*** | 0.047** | 1.000 | |||
| (23) R_LAW | −0.053*** | 0.125*** | −0.017 | −0.503*** | −0.384*** | 0.274*** | 0.004 | 0.165*** | 1.000 | ||
| (24) REST_LINKS | 0.015 | −0.142*** | 0.245*** | −0.076*** | −0.096*** | 0.076*** | 0.054*** | 0.396*** | 0.090*** | 1.000 | |
| (25) LINKS_TOTAL | 0.008 | −0.185*** | 0.239*** | −0.110*** | −0.166*** | 0.086*** | 0.094*** | 0.446*** | 0.129*** | 0.844*** | 1.000 |
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