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Table 10 Governance indicators and RM4, RM5, RM6: system GMM estimation results

From: Impact of board of directors attributes on real-based earnings management: further evidence from Egypt

Variables

RM1

RM2

RM3

L. RMi

0.302***

0.313***

0.334***

0.328***

− 0.00945

0.242***

0.234***

0.236***

0.206***

0.238***

0.265***

0.228***

(0.037)

(0.026)

(0.075)

(0.070)

(0.0117)

(0.023)

(0.022)

(0.016)

(0.036)

(0.035)

(0.062)

(0.037)

BRDSIZE

0.285***

0.158**

0.274***

0.271***

− 0.00172

0.001

  

0.004**

   

(0.030)

(0.073)

(0.085)

(0.063)

(0.00107)

(0.001)

  

(0.002)

   

BRDIND

0.005***

     

0.003

  

− 0.025

  

(0.002)

     

(0.012)

  

(0.027)

  

CEO duality

 

− 0.023

     

− 0.001

  

− 0.027**

 
 

(0.028)

     

(0.005)

  

(0.013)

 

BRDMEET

  

0.004

        

0.005***

  

(0.016)

        

(0.001)

ROA

   

0.006***

− 0.671

− 0.326**

− 0.335**

− 0.283**

− 1.086***

− 1.561***

− 1.584***

− 1.158***

   

(0.001)

(0.434)

(0.150)

(0.145)

(0.140)

(0.188)

(0.391)

(0.349)

(0.407)

ROE

− 1.045***

− 2.086***

− 1.669***

− 1.290***

0.0507

− 0.148**

− 0.133**

− 0.185**

0.136

0.177

0.357**

0.125

(0.195)

(0.416)

(0.419)

(0.411)

(0.163)

(0.069)

(0.066)

(0.070)

(0.102)

(0.186)

(0.166)

(0.190)

Liq

0.076

0.359*

0.239

0.219

− 0.00253

− 0.012***

− 0.011***

− 0.010***

− 0.014***

− 0.012**

− 0.009

− 0.008

(0.094)

(0.191)

(0.205)

(0.182)

(0.00528)

(0.003)

(0.003)

(0.004)

(0.004)

(0.006)

(0.006)

(0.006)

Lev

− 0.005

− 0.009

− 0.009

− 0.003

0.0383

− 0.071*

− 0.052

− 0.056

− 0.372***

− 0.306***

− 0.259***

− 0.178*

(0.004)

(0.006)

(0.007)

(0.006)

(0.0315)

(0.038)

(0.039)

(0.036)

(0.056)

(0.098)

(0.080)

(0.098)

Gear

− 0.240***

− 0.218**

− 0.200*

− 0.156*

0.0732***

0.022*

0.017

0.020

0.127***

0.123***

0.103***

0.087***

(0.046)

(0.100)

(0.105)

(0.089)

(0.0116)

(0.013)

(0.013)

(0.012)

(0.019)

(0.032)

(0.029)

(0.031)

Size

0.087***

0.075***

0.085***

0.068***

− 0.141***

− 0.032**

− 0.036***

− 0.028**

− 0.088***

− 0.066**

− 0.054**

− 0.082***

(0.014)

(0.028)

(0.031)

(0.025)

(0.0178)

(0.013)

(0.013)

(0.013)

(0.015)

(0.029)

(0.023)

(0.029)

Asstan

− 0.089***

− 0.062**

− 0.077***

− 0.080***

0.324***

− 0.053***

− 0.044**

− 0.037**

0.097***

0.062

0.086*

0.125**

(0.013)

(0.026)

(0.025)

(0.026)

(0.0561)

(0.018)

(0.020)

(0.015)

(0.030)

(0.055)

(0.046)

(0.058)

OC

0.080**

0.022

0.050

0.125**

0.205***

0.029**

0.032**

0.022*

0.141***

0.099***

0.104***

0.139***

(0.032)

(0.061)

(0.064)

(0.058)

(0.0329)

(0.012)

(0.013)

(0.012)

(0.014)

(0.029)

(0.029)

(0.031)

Emflex

0.137***

0.135***

0.129***

0.140***

0.00752

0.024

0.032

0.042**

0.102***

0.158***

0.145***

0.159***

(0.012)

(0.027)

(0.028)

(0.026)

(0.0542)

(0.022)

(0.023)

(0.020)

(0.026)

(0.055)

(0.042)

(0.048)

Constant

0.119***

0.097*

0.085

0.134***

− 0.235

− 0.001

0.000

0.003

− 0.245**

− 0.137

− 0.234**

− 0.385***

(0.026)

(0.054)

(0.061)

(0.048)

(0.176)

(0.040)

(0.045)

(0.038)

(0.107)

(0.146)

(0.117)

(0.139)

Observations

702

702

702

702

702

702

702

702

702

702

702

702

Number of firms

78

78

78

78

78

78

78

78

78

78

78

78

Number of instruments

72

45

42

45

46

46

46

46

72

46

54

46

AR2 test (p-value)

0.311

0.426

0.282

0.392

0.468

0.458

0.458

0.455

0.877

0.977

0.967

0.876

Hansen test (p-value)

0.532

0.358

0.603

0.413

0.403

0.587

0.375

0.736

0.541

0.216

0.628

0.374

  1. This table presents the results from System-GMM estimations for dynamic panel-data models. The dependent variable is the REM based on RM1 model. The sample consists of 780 observations during period 2008–2017. Two-step results and Hansen J tests never reject the validity of the over-identifying restrictions. Second order autocorrelation AR2 of residuals is always rejected. Standard errors are reported in parentheses. *, **, *** significance levels at the 10%, 5% and 1% levels respectively