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Table 6 Board gender diversity and real earnings management

From: The impact of board gender diversity on the accrual/real earnings management practice: evidence from an emerging market

Dependent variable: REM

(1)

(2)

(3)

(4)

(5)

(6)

Variables

ABCFO

ABPROD

ABDIX

RM1

RM2

RM3

L.REM

− 0.338***

− 0.083***

− 0.139***

− 0.274***

0.162***

− 0.172***

(0.025)

(0.019)

(0.015)

(0.026)

(0.005)

(0.018)

BRDDIV

− 0.072**

− 0.090**

− 0.010

− 0.202***

− 0.090***

− 0.234***

(0.035)

(0.042)

(0.008)

(0.063)

(0.008)

(0.060)

ROA

1.326**

− 1.301

− 0.315**

− 1.984*

− 0.393***

− 1.337

(0.560)

(0.848)

(0.145)

(1.110)

(0.075)

(1.114)

ROE

0.763**

0.432

0.317***

− 0.898

− 0.138***

− 0.799

(0.341)

(0.442)

(0.083)

(0.740)

(0.032)

(0.711)

LIQ

− 0.020

0.155***

− 0.012***

0.113***

− 0.010***

0.112***

(0.017)

(0.028)

(0.003)

(0.039)

(0.002)

(0.033)

LEV

− 1.186***

− 1.216***

0.079

− 0.101

− 0.102***

− 0.785***

(0.185)

(0.206)

(0.051)

(0.291)

(0.009)

(0.249)

GEAR

0.142***

0.227**

− 0.117***

0.284***

0.043***

0.444***

(0.047)

(0.088)

(0.014)

(0.083)

(0.005)

(0.071)

FIRMSIZER

− 0.096**

− 0.403***

− 0.032*

− 0.280***

− 0.030***

− 0.258***

(0.048)

(0.087)

(0.018)

(0.085)

(0.004)

(0.085)

ASSTAN

0.334**

0.185

0.057

− 0.431**

− 0.062***

− 0.179

(0.162)

(0.219)

(0.036)

(0.201)

(0.007)

(0.252)

OC

0.109**

0.224**

0.079***

0.108

0.022***

0.085

(0.047)

(0.098)

(0.018)

(0.096)

(0.003)

(0.098)

EMFLEX

0.085

1.328***

0.031

1.246***

0.031***

0.930***

(0.123)

(0.174)

(0.031)

(0.213)

(0.008)

(0.185)

Constant

− 0.030

0.640

− 0.172*

0.601

0.028

0.612

(0.287)

(0.719)

(0.095)

(0.512)

(0.023)

(0.488)

Observations

936

936

936

936

936

936

Number of firms

78

78

78

78

78

78

Number of instruments

61

61

61

61

76

61

AR (1) test (p value)

0.000

0.000

0.000

0.000

0.000

0.000

AR (2) test (p value)

0.374

0.515

0.244

0.701

0.666

0.411

Hansen test (p value)

0.477

0.576

0.797

0.414

0.305

0.312

  1. This table presents the results from System-GMM estimations for dynamic panel-data models. The dependent variable is the REM proxies. Sample consists of 1014 observations during period 2009–2021. Two-step results and Hansen J tests never reject the validity of the over-identifying restrictions. Second-order autocorrelation AR (2) of residuals is always rejected. Standard errors are reported in parentheses. *, **, *** significance levels at the 10, 5, and 1% levels, respectively