Pairwise correlations
| Variables | INV_INEFF | GPR | CGI | TANG | SIZE | ROA | LEVE | CASH | SLACK | Ln_OC | ROE | CFO | Ln_Age | GDP_GRO | TOBINSQ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| INV_INEFF | 1.000 | ||||||||||||||
| GPR | 0.023*** | 1.000 | |||||||||||||
| CGI | −0.073*** | −0.206*** | 1.000 | ||||||||||||
| TANG | 0.339*** | −0.020*** | −0.132*** | 1.000 | |||||||||||
| SIZE | −0.050*** | −0.020*** | 0.173*** | 0.131*** | 1.000 | ||||||||||
| ROA | 0.119*** | 0.043*** | 0.108*** | 0.030*** | 0.075*** | 1.000 | |||||||||
| LEVE | 0.267*** | −0.019*** | −0.183*** | 0.361*** | 0.087*** | −0.276*** | 1.000 | ||||||||
| CASH | 0.081*** | 0.014*** | 0.095*** | −0.169*** | 0.105*** | 0.360*** | −0.244*** | 1.000 | |||||||
| SLACK | 0.013** | 0.002 | −0.044*** | −0.295*** | −0.019*** | 0.079*** | −0.132*** | 0.400*** | 1.000 | ||||||
| Ln_OC | −0.036*** | −0.008 | −0.043*** | −0.171*** | 0.011** | −0.170*** | 0.058*** | −0.160*** | −0.048*** | 1.000 | |||||
| ROE | 0.036*** | 0.024*** | 0.047*** | 0.006 | 0.049*** | 0.409*** | −0.036*** | 0.127*** | 0.030*** | −0.095*** | 1.000 | ||||
| CFO | 0.021*** | 0.002 | 0.114*** | 0.181*** | 0.145*** | 0.324*** | −0.187*** | 0.155*** | −0.015*** | −0.222*** | 0.158*** | 1.000 | |||
| Ln_Age | −0.120*** | 0.012** | 0.101*** | −0.007 | 0.141*** | 0.025*** | −0.135*** | 0.015*** | −0.031*** | −0.003 | 0.009* | 0.092*** | 1.000 | ||
| GDP_GRO | 0.037*** | 0.352*** | 0.011 | 0.023*** | −0.041*** | 0.079*** | 0.030*** | 0.016*** | 0.006 | −0.026*** | 0.051*** | −0.029*** | −0.034*** | 1.000 | |
| TOBINSQ | −0.042*** | 0.079*** | −0.236*** | −0.032*** | 0.396*** | 0.206*** | −0.119*** | 0.201*** | 0.011** | −0.069*** | 0.108*** | 0.183*** | 0.215*** | −0.001 | 1.000 |
| Variables | INV_INEFF | GPR | CGI | TANG | SIZE | ROA | LEVE | CASH | SLACK | Ln_OC | ROE | CFO | Ln_Age | GDP_GRO | TOBINSQ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| INV_INEFF | 1.000 | ||||||||||||||
| GPR | 0.023*** | 1.000 | |||||||||||||
| CGI | −0.073*** | −0.206*** | 1.000 | ||||||||||||
| TANG | 0.339*** | −0.020*** | −0.132*** | 1.000 | |||||||||||
| SIZE | −0.050*** | −0.020*** | 0.173*** | 0.131*** | 1.000 | ||||||||||
| ROA | 0.119*** | 0.043*** | 0.108*** | 0.030*** | 0.075*** | 1.000 | |||||||||
| LEVE | 0.267*** | −0.019*** | −0.183*** | 0.361*** | 0.087*** | −0.276*** | 1.000 | ||||||||
| CASH | 0.081*** | 0.014*** | 0.095*** | −0.169*** | 0.105*** | 0.360*** | −0.244*** | 1.000 | |||||||
| SLACK | 0.013** | 0.002 | −0.044*** | −0.295*** | −0.019*** | 0.079*** | −0.132*** | 0.400*** | 1.000 | ||||||
| Ln_OC | −0.036*** | −0.008 | −0.043*** | −0.171*** | 0.011** | −0.170*** | 0.058*** | −0.160*** | −0.048*** | 1.000 | |||||
| ROE | 0.036*** | 0.024*** | 0.047*** | 0.006 | 0.049*** | 0.409*** | −0.036*** | 0.127*** | 0.030*** | −0.095*** | 1.000 | ||||
| CFO | 0.021*** | 0.002 | 0.114*** | 0.181*** | 0.145*** | 0.324*** | −0.187*** | 0.155*** | −0.015*** | −0.222*** | 0.158*** | 1.000 | |||
| Ln_Age | −0.120*** | 0.012** | 0.101*** | −0.007 | 0.141*** | 0.025*** | −0.135*** | 0.015*** | −0.031*** | −0.003 | 0.009* | 0.092*** | 1.000 | ||
| GDP_GRO | 0.037*** | 0.352*** | 0.011 | 0.023*** | −0.041*** | 0.079*** | 0.030*** | 0.016*** | 0.006 | −0.026*** | 0.051*** | −0.029*** | −0.034*** | 1.000 | |
| TOBINSQ | −0.042*** | 0.079*** | −0.236*** | −0.032*** | 0.396*** | 0.206*** | −0.119*** | 0.201*** | 0.011** | −0.069*** | 0.108*** | 0.183*** | 0.215*** | −0.001 | 1.000 |
Note(s): (1) The measurement of the variables is in Appendix Table A1. (2) *, **, and *** indicate significance levels of 10%, 5%, and 1%, respectively
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