Correlation analysis
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) zCULTURE | 1.0000 | |||||||||||||||||
| (2) DAQ | −0.010* | 1.0000 | ||||||||||||||||
| (3) RDCA | −0.016* | 0.066* | 1.0000 | |||||||||||||||
| (4) M_Ability | 0.079* | 0.072* | 0.052* | 1.0000 | ||||||||||||||
| (5) Ln_TA | −0.235* | −0.0080 | −0.0010 | 0.115* | 1.0000 | |||||||||||||
| (6) Leverage | −0.101* | 0.048* | 0.031* | −0.084* | 0.240* | 1.0000 | ||||||||||||
| (7) ROA | −0.265* | −0.072* | −0.027* | 0.153* | 0.433* | 0.0020 | 1.0000 | |||||||||||
| (8) MTB | 0.134* | 0.055* | 0.028* | 0.052* | −0.048* | 0.482* | −0.133* | 1.0000 | ||||||||||
| (9) TANG | 0.203* | 0.063* | 0.015* | 0.140* | −0.130* | −0.154* | −0.235* | 0.057* | 1.0000 | |||||||||
| (10) Sales_Growth | 0.069* | 0.112* | 0.0030 | −0.0030 | −0.155* | −0.0080 | −0.099* | 0.074* | 0.057* | 1.0000 | ||||||||
| (11) Capex | −0.185* | 0.095* | 0.108* | 0.027* | 0.077* | 0.075* | 0.138* | −0.0040 | −0.0090 | 0.037* | 1.0000 | |||||||
| (12) B_Size | −0.065* | −0.240* | 0.019* | −0.068* | −0.250* | −0.030* | −0.077* | −0.012* | −0.048* | 0.078* | 0.043* | 1.0000 | ||||||
| (13) B_Gender_Div | 0.020* | −0.213* | 0.0050 | −0.081* | −0.315* | −0.029* | −0.094* | 0.019* | −0.013* | 0.074* | 0.0090 | 0.364* | 1.0000 | |||||
| (14) CEO_Dual | −0.084* | −0.023* | 0.012* | 0.034* | 0.125* | 0.015* | 0.107* | −0.025* | −0.107* | −0.029* | 0.050* | 0.042* | −0.023* | 1.0000 | ||||
| (15) CG | −0.060* | −0.225* | 0.022* | −0.075* | −0.311* | −0.058* | −0.077* | −0.031* | −0.041* | 0.073* | 0.045* | 0.298* | 0.388* | −0.066* | 1.0000 | |||
| (16) Audit_Com | −0.0100 | −0.0080 | 0.0090 | 0.0030 | 0.0080 | −0.0050 | −0.012* | 0.0090 | 0.016* | −0.017* | −0.0030 | −0.0090 | −0.0080 | −0.0090 | −0.0010 | 1.0000 | ||
| (17) Audit_Tenure | −0.015* | −0.037* | −0.025* | 0.032* | 0.152* | 0.065* | 0.049* | 0.018* | −0.034* | −0.047* | −0.026* | −0.011* | 0.0070 | 0.078* | −0.0090 | 0.052* | 1.0000 | |
| (18) Int_Intensity | −0.040* | −0.294* | 0.073* | −0.023* | −0.193* | 0.044* | −0.114* | 0.030* | 0.019* | 0.051* | 0.121* | 0.447* | 0.392* | −0.051* | 0.439* | −0.022* | −0.070* | 1.000 |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) zCULTURE | 1.0000 | |||||||||||||||||
| (2) DAQ | −0.010* | 1.0000 | ||||||||||||||||
| (3) RDCA | −0.016* | 0.066* | 1.0000 | |||||||||||||||
| (4) M_Ability | 0.079* | 0.072* | 0.052* | 1.0000 | ||||||||||||||
| (5) Ln_TA | −0.235* | −0.0080 | −0.0010 | 0.115* | 1.0000 | |||||||||||||
| (6) Leverage | −0.101* | 0.048* | 0.031* | −0.084* | 0.240* | 1.0000 | ||||||||||||
| (7) ROA | −0.265* | −0.072* | −0.027* | 0.153* | 0.433* | 0.0020 | 1.0000 | |||||||||||
| (8) MTB | 0.134* | 0.055* | 0.028* | 0.052* | −0.048* | 0.482* | −0.133* | 1.0000 | ||||||||||
| (9) TANG | 0.203* | 0.063* | 0.015* | 0.140* | −0.130* | −0.154* | −0.235* | 0.057* | 1.0000 | |||||||||
| (10) Sales_Growth | 0.069* | 0.112* | 0.0030 | −0.0030 | −0.155* | −0.0080 | −0.099* | 0.074* | 0.057* | 1.0000 | ||||||||
| (11) Capex | −0.185* | 0.095* | 0.108* | 0.027* | 0.077* | 0.075* | 0.138* | −0.0040 | −0.0090 | 0.037* | 1.0000 | |||||||
| (12) B_Size | −0.065* | −0.240* | 0.019* | −0.068* | −0.250* | −0.030* | −0.077* | −0.012* | −0.048* | 0.078* | 0.043* | 1.0000 | ||||||
| (13) B_Gender_Div | 0.020* | −0.213* | 0.0050 | −0.081* | −0.315* | −0.029* | −0.094* | 0.019* | −0.013* | 0.074* | 0.0090 | 0.364* | 1.0000 | |||||
| (14) CEO_Dual | −0.084* | −0.023* | 0.012* | 0.034* | 0.125* | 0.015* | 0.107* | −0.025* | −0.107* | −0.029* | 0.050* | 0.042* | −0.023* | 1.0000 | ||||
| (15) CG | −0.060* | −0.225* | 0.022* | −0.075* | −0.311* | −0.058* | −0.077* | −0.031* | −0.041* | 0.073* | 0.045* | 0.298* | 0.388* | −0.066* | 1.0000 | |||
| (16) Audit_Com | −0.0100 | −0.0080 | 0.0090 | 0.0030 | 0.0080 | −0.0050 | −0.012* | 0.0090 | 0.016* | −0.017* | −0.0030 | −0.0090 | −0.0080 | −0.0090 | −0.0010 | 1.0000 | ||
| (17) Audit_Tenure | −0.015* | −0.037* | −0.025* | 0.032* | 0.152* | 0.065* | 0.049* | 0.018* | −0.034* | −0.047* | −0.026* | −0.011* | 0.0070 | 0.078* | −0.0090 | 0.052* | 1.0000 | |
| (18) Int_Intensity | −0.040* | −0.294* | 0.073* | −0.023* | −0.193* | 0.044* | −0.114* | 0.030* | 0.019* | 0.051* | 0.121* | 0.447* | 0.392* | −0.051* | 0.439* | −0.022* | −0.070* | 1.000 |
Note(s): This table presents the Pearson correlation coefficients between key variables used in the earnings management analysis. Statistical significance is indicated by asterisks (*)
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