Pearson correlation matrix (N = 1480)
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) TRNSP1 | 1 | ||||||||||||
| (2) TRNSP2 | 0.912*** | 1 | |||||||||||
| (3) TRNSP3 | 0.893*** | 0.992*** | 1 | ||||||||||
| (4) TRNSP4 | 0.168*** | 0.180*** | 0.172*** | 1 | |||||||||
| (5) TRNSP5 | 0.161*** | 0.176*** | 0.170*** | 0.942*** | 1 | ||||||||
| (6) CORPCULTURE | 0.200*** | 0.230*** | 0.210*** | 0.391*** | 0.345*** | 1 | |||||||
| (7) ACSIZE | 0.058** | 0.064** | 0.053** | 0.066*** | 0.044* | 0.174*** | 1 | ||||||
| (8) ACIND | 0.056** | 0.066** | 0.065** | 0.070*** | 0.082*** | 0.083*** | 0.620*** | 1 | |||||
| (9) ACFEXPRT | 0.045* | 0.044* | 0.041 | 0.025 | 0.042* | 0.059** | 0.438*** | 0.250*** | 1 | ||||
| (10) INSTOWN | 0.170*** | 0.137*** | 0.121*** | 0.006 | −0.012 | 0.254*** | 0.003 | −0.070*** | −0.036 | 1 | |||
| (11) BDINDEP | 0.014 | 0.003 | 0.003 | −0.019 | −0.012 | −0.109*** | −0.083*** | −0.022 | −0.006 | −0.030 | 1 | ||
| (12) BDSIZE | −0.024 | −0.017 | −0.014 | −0.067*** | −0.075*** | −0.007 | −0.003 | 0.012 | −0.016 | −0.121*** | 0.109*** | 1 | |
| (13) AUDOPN | 0.037 | 0.047* | 0.048* | −0.018 | −0.010 | −0.069*** | −0.096*** | −0.046* | −0.043* | −0.166*** | −0.042* | −0.040 | 1 |
| (14) AUDTEN | 0.010 | 0.016 | 0.014 | −0.042* | −0.050** | 0.097*** | 0.007 | −0.061** | −0.036 | 0.147*** | −0.191*** | −0.058** | 0.027 |
| (15) AQ | 0.030 | 0.019 | 0.022 | −0.017 | −0.021 | 0.029 | −0.010 | −0.015 | 0.058** | 0.029 | 0.032 | 0.028 | −0.011 |
| (16) MB | 0.016 | 0.006 | 0.004 | 0.050** | 0.060** | −0.026 | 0.229*** | 0.173*** | 0.086*** | −0.049** | −0.027 | −0.035 | −0.131*** |
| (17) ROA | 0.061** | 0.032 | 0.021 | 0.029 | 0.025 | 0.074*** | 0.088*** | −0.018 | 0.067*** | 0.079*** | 0.096*** | 0.008 | −0.271*** |
| (18) INVREC | −0.044* | −0.038 | −0.046* | −0.012 | −0.002 | −0.045* | 0.023 | 0.039 | −0.032 | −0.071*** | −0.136*** | −0.076*** | −0.043* |
| (19) DEBTRATIO | 0.001 | 0.028 | 0.020 | 0.052** | 0.036 | 0.054** | −0.120*** | −0.083*** | −0.093*** | 0.098*** | −0.151*** | −0.029 | 0.118*** |
| (20) INVEST | 0.034 | 0.025 | 0.022 | 0.024 | 0.010 | −0.020 | 0.063** | 0.012 | 0.033 | −0.072*** | 0.137*** | −0.012 | −0.068*** |
| (21) STDSALE | −0.037 | −0.021 | −0.021 | −0.038 | −0.037 | −0.010 | 0.134*** | 0.026 | 0.048* | 0.014 | −0.064** | −0.038 | −0.145*** |
| (22) STDOCF | 0.036 | 0.028 | 0.028 | −0.012 | −0.032 | −0.035 | 0.111*** | 0.044* | 0.032 | 0.000 | −0.009 | 0.001 | −0.059** |
| (23) AGE | −0.021 | −0.014 | −0.016 | 0.045* | 0.047* | 0.003 | 0.111*** | 0.107*** | 0.086*** | −0.200*** | −0.106*** | −0.009 | 0.042* |
| (24) FINANCING | 0.113*** | 0.100*** | 0.098*** | 0.059** | 0.055** | 0.139*** | 0.010 | 0.026 | 0.000 | −0.010 | 0.033 | −0.079*** | 0.092*** |
| (25) ZMJSCORE | −0.007 | 0.004 | 0.004 | −0.002 | −0.020 | 0.069*** | −0.113*** | −0.072*** | −0.061** | 0.106*** | −0.217*** | −0.033 | 0.201*** |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) | 1 | ||||||||||||
| (2) | 0.912*** | 1 | |||||||||||
| (3) | 0.893*** | 0.992*** | 1 | ||||||||||
| (4) | 0.168*** | 0.180*** | 0.172*** | 1 | |||||||||
| (5) | 0.161*** | 0.176*** | 0.170*** | 0.942*** | 1 | ||||||||
| (6) | 0.200*** | 0.230*** | 0.210*** | 0.391*** | 0.345*** | 1 | |||||||
| (7) | 0.058** | 0.064** | 0.053** | 0.066*** | 0.044* | 0.174*** | 1 | ||||||
| (8) | 0.056** | 0.066** | 0.065** | 0.070*** | 0.082*** | 0.083*** | 0.620*** | 1 | |||||
| (9) | 0.045* | 0.044* | 0.041 | 0.025 | 0.042* | 0.059** | 0.438*** | 0.250*** | 1 | ||||
| (10) | 0.170*** | 0.137*** | 0.121*** | 0.006 | −0.012 | 0.254*** | 0.003 | −0.070*** | −0.036 | 1 | |||
| (11) | 0.014 | 0.003 | 0.003 | −0.019 | −0.012 | −0.109*** | −0.083*** | −0.022 | −0.006 | −0.030 | 1 | ||
| (12) | −0.024 | −0.017 | −0.014 | −0.067*** | −0.075*** | −0.007 | −0.003 | 0.012 | −0.016 | −0.121*** | 0.109*** | 1 | |
| (13) | 0.037 | 0.047* | 0.048* | −0.018 | −0.010 | −0.069*** | −0.096*** | −0.046* | −0.043* | −0.166*** | −0.042* | −0.040 | 1 |
| (14) | 0.010 | 0.016 | 0.014 | −0.042* | −0.050** | 0.097*** | 0.007 | −0.061** | −0.036 | 0.147*** | −0.191*** | −0.058** | 0.027 |
| (15) | 0.030 | 0.019 | 0.022 | −0.017 | −0.021 | 0.029 | −0.010 | −0.015 | 0.058** | 0.029 | 0.032 | 0.028 | −0.011 |
| (16) | 0.016 | 0.006 | 0.004 | 0.050** | 0.060** | −0.026 | 0.229*** | 0.173*** | 0.086*** | −0.049** | −0.027 | −0.035 | −0.131*** |
| (17) | 0.061** | 0.032 | 0.021 | 0.029 | 0.025 | 0.074*** | 0.088*** | −0.018 | 0.067*** | 0.079*** | 0.096*** | 0.008 | −0.271*** |
| (18) | −0.044* | −0.038 | −0.046* | −0.012 | −0.002 | −0.045* | 0.023 | 0.039 | −0.032 | −0.071*** | −0.136*** | −0.076*** | −0.043* |
| (19) | 0.001 | 0.028 | 0.020 | 0.052** | 0.036 | 0.054** | −0.120*** | −0.083*** | −0.093*** | 0.098*** | −0.151*** | −0.029 | 0.118*** |
| (20) | 0.034 | 0.025 | 0.022 | 0.024 | 0.010 | −0.020 | 0.063** | 0.012 | 0.033 | −0.072*** | 0.137*** | −0.012 | −0.068*** |
| (21) | −0.037 | −0.021 | −0.021 | −0.038 | −0.037 | −0.010 | 0.134*** | 0.026 | 0.048* | 0.014 | −0.064** | −0.038 | −0.145*** |
| (22) | 0.036 | 0.028 | 0.028 | −0.012 | −0.032 | −0.035 | 0.111*** | 0.044* | 0.032 | 0.000 | −0.009 | 0.001 | −0.059** |
| (23) | −0.021 | −0.014 | −0.016 | 0.045* | 0.047* | 0.003 | 0.111*** | 0.107*** | 0.086*** | −0.200*** | −0.106*** | −0.009 | 0.042* |
| (24) | 0.113*** | 0.100*** | 0.098*** | 0.059** | 0.055** | 0.139*** | 0.010 | 0.026 | 0.000 | −0.010 | 0.033 | −0.079*** | 0.092*** |
| (25) | −0.007 | 0.004 | 0.004 | −0.002 | −0.020 | 0.069*** | −0.113*** | −0.072*** | −0.061** | 0.106*** | −0.217*** | −0.033 | 0.201*** |
| Variables | (14) | (15) | (16) | (17) | (18) | (19) | (20) | (21) | (22) | (23) | (24) | (25) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (14) AUDTEN | 1 | |||||||||||
| (15) AQ | −0.071*** | 1 | ||||||||||
| (16) MB | −0.026 | 0.026 | 1 | |||||||||
| (17) ROA | −0.048* | 0.040 | 0.163*** | 1 | ||||||||
| (18) INVREC | 0.051** | 0.001 | 0.043* | 0.028 | 1 | |||||||
| (19) DEBTRATIO | 0.149*** | −0.015 | 0.208*** | −0.271*** | 0.136*** | 1 | ||||||
| (20) INVEST | −0.093*** | 0.027 | 0.056** | 0.309*** | −0.329*** | −0.287*** | 1 | |||||
| (21) STDSALE | −0.029 | −0.014 | 0.256*** | 0.265*** | 0.046* | 0.028 | 0.038 | 1 | ||||
| (22) STDOCF | 0.003 | 0.065*** | 0.172*** | 0.245*** | −0.115*** | −0.069*** | 0.297*** | 0.277*** | 1 | |||
| (23) AGE | 0.085*** | −0.041 | 0.111*** | −0.040 | 0.086*** | 0.036 | 0.013 | −0.025 | −0.009 | 1 | ||
| (24) FINANCING | 0.044* | −0.009 | −0.070*** | 0.063** | −0.197*** | −0.167*** | 0.149*** | −0.139*** | 0.021 | 0.027 | 1 | |
| (25) ZMJSCORE | 0.166*** | −0.058** | −0.095*** | −0.630*** | 0.150*** | 0.522*** | −0.520*** | −0.083*** | −0.125*** | 0.033 | −0.169*** | 1 |
| Variables | (14) | (15) | (16) | (17) | (18) | (19) | (20) | (21) | (22) | (23) | (24) | (25) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (14) | 1 | |||||||||||
| (15) | −0.071*** | 1 | ||||||||||
| (16) | −0.026 | 0.026 | 1 | |||||||||
| (17) | −0.048* | 0.040 | 0.163*** | 1 | ||||||||
| (18) | 0.051** | 0.001 | 0.043* | 0.028 | 1 | |||||||
| (19) | 0.149*** | −0.015 | 0.208*** | −0.271*** | 0.136*** | 1 | ||||||
| (20) | −0.093*** | 0.027 | 0.056** | 0.309*** | −0.329*** | −0.287*** | 1 | |||||
| (21) | −0.029 | −0.014 | 0.256*** | 0.265*** | 0.046* | 0.028 | 0.038 | 1 | ||||
| (22) | 0.003 | 0.065*** | 0.172*** | 0.245*** | −0.115*** | −0.069*** | 0.297*** | 0.277*** | 1 | |||
| (23) | 0.085*** | −0.041 | 0.111*** | −0.040 | 0.086*** | 0.036 | 0.013 | −0.025 | −0.009 | 1 | ||
| (24) | 0.044* | −0.009 | −0.070*** | 0.063** | −0.197*** | −0.167*** | 0.149*** | −0.139*** | 0.021 | 0.027 | 1 | |
| (25) | 0.166*** | −0.058** | −0.095*** | −0.630*** | 0.150*** | 0.522*** | −0.520*** | −0.083*** | −0.125*** | 0.033 | −0.169*** | 1 |
Note(s): The correlation coefficients are annotated to indicate the statistical significance of the correlations, with *** denoting significance at the 1% level, ** at the 5% level, and * at the 10% level. The definitions of variables are as specified in the Appendix 3
Source(s): Table created by author
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