Descriptive statistics
| Panel A: Full sample descriptive statistics | ||||||||
|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| Variables | N | Mean | sd | min | p25 | p50 | p75 | max |
| |DisWCA| | 1,643 | 0.031 | 0.033 | 0.001 | 0.010 | 0.021 | 0.040 | 0.244 |
| |ACFO| | 1,643 | 0.079 | 0.084 | 0.001 | 0.022 | 0.053 | 0.101 | 0.531 |
| |ADISEXP| | 1,643 | 0.065 | 0.068 | 0.001 | 0.020 | 0.043 | 0.087 | 0.446 |
| |APROD| | 1,643 | 0.105 | 0.114 | 0.001 | 0.031 | 0.071 | 0.136 | 0.684 |
| |REM_agg| | 1,643 | 0.204 | 0.218 | 0.002 | 0.061 | 0.140 | 0.262 | 1.298 |
| FemaleonBoard | 1,643 | 15.121 | 12.865 | 0.001 | 0.000 | 14.290 | 25.000 | 50.000 |
| ESGScore | 1,643 | 45.092 | 19.424 | 6.930 | 29.250 | 43.290 | 60.370 | 86.730 |
| BoardSize | 1,643 | 8.760 | 2.938 | 3.000 | 7.000 | 8.000 | 10.000 | 18.000 |
| SIZE | 1,643 | 14.210 | 1.405 | 10.012 | 13.185 | 14.472 | 15.387 | 15.927 |
| LEV | 1,643 | 0.246 | 0.171 | 0.001 | 0.103 | 0.243 | 0.363 | 0.717 |
| INV | 1,643 | 0.134 | 0.131 | 0.001 | 0.034 | 0.102 | 0.193 | 0.687 |
| ROA | 1,643 | 0.065 | 0.080 | −0.355 | 0.022 | 0.051 | 0.093 | 0.325 |
| ZSCORE | 1,643 | 15.435 | 13.224 | −38.232 | 8.962 | 12.938 | 18.622 | 78.221 |
| GROWTH | 1,643 | 0.075 | 0.225 | −0.389 | −0.037 | 0.037 | 0.126 | 1.594 |
| Panel A: Full sample descriptive statistics | ||||||||
|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| Variables | Mean | sd | min | p25 | p50 | p75 | max | |
| |DisWCA| | 1,643 | 0.031 | 0.033 | 0.001 | 0.010 | 0.021 | 0.040 | 0.244 |
| |ACFO| | 1,643 | 0.079 | 0.084 | 0.001 | 0.022 | 0.053 | 0.101 | 0.531 |
| |ADISEXP| | 1,643 | 0.065 | 0.068 | 0.001 | 0.020 | 0.043 | 0.087 | 0.446 |
| |APROD| | 1,643 | 0.105 | 0.114 | 0.001 | 0.031 | 0.071 | 0.136 | 0.684 |
| |REM_agg| | 1,643 | 0.204 | 0.218 | 0.002 | 0.061 | 0.140 | 0.262 | 1.298 |
| FemaleonBoard | 1,643 | 15.121 | 12.865 | 0.001 | 0.000 | 14.290 | 25.000 | 50.000 |
| ESGScore | 1,643 | 45.092 | 19.424 | 6.930 | 29.250 | 43.290 | 60.370 | 86.730 |
| BoardSize | 1,643 | 8.760 | 2.938 | 3.000 | 7.000 | 8.000 | 10.000 | 18.000 |
| SIZE | 1,643 | 14.210 | 1.405 | 10.012 | 13.185 | 14.472 | 15.387 | 15.927 |
| LEV | 1,643 | 0.246 | 0.171 | 0.001 | 0.103 | 0.243 | 0.363 | 0.717 |
| INV | 1,643 | 0.134 | 0.131 | 0.001 | 0.034 | 0.102 | 0.193 | 0.687 |
| ROA | 1,643 | 0.065 | 0.080 | −0.355 | 0.022 | 0.051 | 0.093 | 0.325 |
| ZSCORE | 1,643 | 15.435 | 13.224 | −38.232 | 8.962 | 12.938 | 18.622 | 78.221 |
| GROWTH | 1,643 | 0.075 | 0.225 | −0.389 | −0.037 | 0.037 | 0.126 | 1.594 |
| Panel B: Descriptive statistics for individual country | ||||||||
|---|---|---|---|---|---|---|---|---|
| ID | MY | SG | TH | |||||
| Variables | N | Mean | N | Mean | N | Mean | N | Mean |
| |DisWCA| | 336 | 0.034 | 770 | 0.032 | 281 | 0.028 | 256 | 0.028 |
| |ACFO| | 336 | 0.105 | 770 | 0.077 | 281 | 0.066 | 256 | 0.065 |
| |ADISEXP| | 336 | 0.071 | 770 | 0.058 | 281 | 0.081 | 256 | 0.062 |
| |APROD| | 336 | 0.133 | 770 | 0.099 | 281 | 0.093 | 256 | 0.097 |
| |REM_agg| | 336 | 0.258 | 770 | 0.191 | 281 | 0.191 | 256 | 0.188 |
| FemaleonBoard | 336 | 8.803 | 770 | 19.842 | 281 | 11.263 | 256 | 13.450 |
| ESGScore | 336 | 46.366 | 770 | 42.149 | 281 | 43.126 | 256 | 54.428 |
| BoardSize | 336 | 6.315 | 770 | 8.401 | 281 | 9.189 | 256 | 12.578 |
| SIZE | 336 | 14.675 | 770 | 13.675 | 281 | 14.780 | 256 | 14.582 |
| LEV | 336 | 0.221 | 770 | 0.229 | 281 | 0.238 | 256 | 0.341 |
| INV | 336 | 0.145 | 770 | 0.123 | 281 | 0.126 | 256 | 0.166 |
| ROA | 336 | 0.089 | 770 | 0.062 | 281 | 0.051 | 256 | 0.056 |
| ZSCORE | 336 | 15.826 | 770 | 16.386 | 281 | 16.964 | 256 | 10.383 |
| GROWTH | 336 | 0.098 | 770 | 0.062 | 281 | 0.069 | 256 | 0.090 |
| Panel B: Descriptive statistics for individual country | ||||||||
|---|---|---|---|---|---|---|---|---|
| ID | MY | SG | TH | |||||
| Variables | Mean | Mean | Mean | Mean | ||||
| |DisWCA| | 336 | 0.034 | 770 | 0.032 | 281 | 0.028 | 256 | 0.028 |
| |ACFO| | 336 | 0.105 | 770 | 0.077 | 281 | 0.066 | 256 | 0.065 |
| |ADISEXP| | 336 | 0.071 | 770 | 0.058 | 281 | 0.081 | 256 | 0.062 |
| |APROD| | 336 | 0.133 | 770 | 0.099 | 281 | 0.093 | 256 | 0.097 |
| |REM_agg| | 336 | 0.258 | 770 | 0.191 | 281 | 0.191 | 256 | 0.188 |
| FemaleonBoard | 336 | 8.803 | 770 | 19.842 | 281 | 11.263 | 256 | 13.450 |
| ESGScore | 336 | 46.366 | 770 | 42.149 | 281 | 43.126 | 256 | 54.428 |
| BoardSize | 336 | 6.315 | 770 | 8.401 | 281 | 9.189 | 256 | 12.578 |
| SIZE | 336 | 14.675 | 770 | 13.675 | 281 | 14.780 | 256 | 14.582 |
| LEV | 336 | 0.221 | 770 | 0.229 | 281 | 0.238 | 256 | 0.341 |
| INV | 336 | 0.145 | 770 | 0.123 | 281 | 0.126 | 256 | 0.166 |
| ROA | 336 | 0.089 | 770 | 0.062 | 281 | 0.051 | 256 | 0.056 |
| ZSCORE | 336 | 15.826 | 770 | 16.386 | 281 | 16.964 | 256 | 10.383 |
| GROWTH | 336 | 0.098 | 770 | 0.062 | 281 | 0.069 | 256 | 0.090 |
| Panel C: Correlation and VIF | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | VIF | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) |
| (1) |DisWCA| | 1.000 | |||||||||||||
| (2) |ACFO| | 0.404* | 1.000 | ||||||||||||
| (3) |ADISEXP| | 0.120* | 0.167* | 1.000 | |||||||||||
| (4) |APROD| | 0.216* | 0.398* | 0.573* | 1.000 | ||||||||||
| (5) |REM_agg| | 0.241* | 0.562* | 0.618* | 0.887* | 1.000 | |||||||||
| (6) FemaleonBoard | 1.34 | −0.011 | −0.004 | −0.014 | 0.030 | 0.025 | 1.000 | |||||||
| (7 ESGScore | 3.26 | −0.063* | 0.051* | 0.027 | 0.093* | 0.102* | 0.088* | 1.000 | ||||||
| (8) SIZE | 1.83 | −0.210* | −0.169* | −0.188* | −0.142* | −0.154* | −0.225* | 0.289* | 1.000 | |||||
| (9) LEV | 1.58 | 0.027* | −0.045* | −0.134* | −0.072* | −0.067* | 0.004 | 0.120* | 0.319* | 1.000 | ||||
| (10) INV | 1.17 | 0.042* | 0.013 | 0.034* | 0.120* | 0.094* | −0.002 | −0.088* | −0.029* | 0.086* | 1.000 | |||
| (11) ROA | 1.60 | −0.187* | 0.081* | 0.061* | 0.194* | 0.166* | −0.006 | 0.053* | 0.083* | −0.302* | 0.056* | 1.000 | ||
| (12) ZSCORE | 1.58 | −0.047* | 0.082* | 0.037* | 0.077* | 0.070* | −0.021 | −0.090* | −0.094* | −0.428* | −0.096* | 0.458* | 1.000 | |
| (13) GROWTH | 1.14 | 0.169* | 0.311* | 0.139* | 0.274* | 0.257* | −0.046 | −0.076* | 0.015 | 0.012 | −0.011 | 0.241* | 0.107* | 1.000 |
| Panel C: Correlation and VIF | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | VIF | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) |
| (1) |DisWCA| | 1.000 | |||||||||||||
| (2) |ACFO| | 0.404* | 1.000 | ||||||||||||
| (3) |ADISEXP| | 0.120* | 0.167* | 1.000 | |||||||||||
| (4) |APROD| | 0.216* | 0.398* | 0.573* | 1.000 | ||||||||||
| (5) |REM_agg| | 0.241* | 0.562* | 0.618* | 0.887* | 1.000 | |||||||||
| (6) FemaleonBoard | 1.34 | −0.011 | −0.004 | −0.014 | 0.030 | 0.025 | 1.000 | |||||||
| (7 ESGScore | 3.26 | −0.063* | 0.051* | 0.027 | 0.093* | 0.102* | 0.088* | 1.000 | ||||||
| (8) SIZE | 1.83 | −0.210* | −0.169* | −0.188* | −0.142* | −0.154* | −0.225* | 0.289* | 1.000 | |||||
| (9) LEV | 1.58 | 0.027* | −0.045* | −0.134* | −0.072* | −0.067* | 0.004 | 0.120* | 0.319* | 1.000 | ||||
| (10) INV | 1.17 | 0.042* | 0.013 | 0.034* | 0.120* | 0.094* | −0.002 | −0.088* | −0.029* | 0.086* | 1.000 | |||
| (11) ROA | 1.60 | −0.187* | 0.081* | 0.061* | 0.194* | 0.166* | −0.006 | 0.053* | 0.083* | −0.302* | 0.056* | 1.000 | ||
| (12) ZSCORE | 1.58 | −0.047* | 0.082* | 0.037* | 0.077* | 0.070* | −0.021 | −0.090* | −0.094* | −0.428* | −0.096* | 0.458* | 1.000 | |
| (13) GROWTH | 1.14 | 0.169* | 0.311* | 0.139* | 0.274* | 0.257* | −0.046 | −0.076* | 0.015 | 0.012 | −0.011 | 0.241* | 0.107* | 1.000 |
Note(s): This table presents the summary statistics of the variables in individual countries. ID refer to Indonesia, MY refer to Malaysia, SG refer to Singapore, and TH refer to Thailand. Panel B presents country-specific descriptive statistics. FemaleonBoard is the percentage of female directors on the board. ESGScore is the firm's environmental, social, and governance engagement score (0–100). |DisWCA| is the absolute value of discretionary working capital accruals, where higher values indicate lower earnings quality. REM_agg is the aggregate real earnings management measure, where higher values indicate greater earnings manipulation through operational decisions. All continuous variables are winsorized at the 1st and 99th percentiles
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