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. 2023 Oct 12;9(10):e20825. doi: 10.1016/j.heliyon.2023.e20825

Table 5.

Regression of the types of earnings management on audit committee features.

Name of variable Model (1)
Depended Variable: AEM
Model (2)
Depended Variable: REM_SG&A
Model (3)
Depended Variable: REM_PROD
Model (4)
Depended Variable: REM_CFO
C 0.025 (721/0) −0.554 (445/0-) 2.021 (243/2) −2.420* (044/2-)
ACEXP −4.012*** (010/4-) 0.001 (545/1) −0.052 (364/0-) −0.002 (597/0-)
ACSIZE −0.002*** (067/0) 0.011 (128/0) −0.025 (860/0-) −0.045 (414/0-)
INCO −0.001 (146/0-) −0.014 (750/1-) −0.006 (518/1-) −0.005 (352/0-)
SIZE 0.578 (540/3) −0.254 (904/0-) −0.112** (563/2-) −0.186** (576/2-)
MB −0.210 (913/1-) 0.100 (299/1) 0.002 (139/0-) −0.001 (629/1-)
LEV −0.221 (475/0-) 0.114* (060/2) −0.256 (224/1-) 0.121 (616/0)
ROA 2.007*** (886/3) 0.541 (654/1) −1.002*** (660/3-) 1.011*** (681/4)
MV 0.040*** (562/4) −0.001 (236/1-) −0.227 (504/0-) 7.845 (240/0)
LNAGE 0.250 (563/1) 0.201** (390/2) 0.052 (637/0) −0.025 (724/0-)
SG 0.111 (212/2) −0.078 (567/0-) 0.125 (367/1) −0.478 (405/2-)
CFO −0.110*** (015/4-) 0.001** (992/1) −0.251 (129/0-) −0.008*** (751/4-)
R 2 19.5 % 3 % 16.6 % 17.1 %
Adjusted R 2 17.8 % 1.5 % 13.5 % 15.6 %
Durbin-Watson statistics 1.86 2.20 1.98 2.06
F statistics 7.452 4.325 5.578 7.24
the p-value of the F statistic 0.000 0.045 0.000 0.000