Table 6

Impact of ownership structure on REM

VariableDependent variable: REM
Fixed effectSystem GMM
REMikt−1 0.044*** (5.645)
OWNCON−0.084*** (−7.631)−0.024*** (−4.665)
MANOWN−0.037** (−2.572)−0.031* (−2.201)
FOROWN−0.022** (−2.301)−0.031 (−1.008)
INSOWN−0.082 (−1.002)−0.031 (−1.941)
FSIZE0.021*** (5.636)0.014*** (3.616)
ROA−0.057*** (−3.665)−0.021** (−2.401)
LEV0.125** (2.261)0.064 (1.024)
FAGE0.022 (1.114)0.002 (1.071)
YDMYesYes
CDMYesYes
Constant−0.148*** (−5.636)−0.117*** (−4.438)
R20.434 
F-statistic68.981***55.004***
Chow test (p-value)0.001 
Breusch-Pagan LM test (p-value)0.000 
Hausman F/R test (p-value)0.004 
Durbin-Wu-Hausman test for endogeneity (p-value) 0.000
Hansen J-statistic (p-value) 0.523
AR(1) p-value 0.023
AR(2) p-value 0.412
No. of observations346346

Note(s): Asterisks denotes significance level at 10% (*), 5% (**) and 1% (***). The numbers in parenthesis indicate t-statistics. In this study, we used the two-step system GMM as our baseline model. We conduct the Durbin-Wu-Hausman test for the endogeneity test of all regressors as a group. Endogeneity testing via Durbin-Wu-Hausman implies a rejection of the null hypothesis that the regressors are exogeneous; hence the system GMM necessarily be used. In addition, Hansen’s J-statistic results show that we cannot reject the null hypothesis that the instrumental variables used in the system GMM model are valid, which supports the validity of over-identifying restrictions and the arguments for using the system GMM. The F-statistic value is significant, indicating that the model has predictive power. AR(1) shows the presence of first-order autocorrelation of residuals, whereas AR(2) indicates that there is no second-order autocorrelation. The p-values of both Chow and Breusch-Pagan LM tests indicate that either fixed-effect or random-effect regression procedures should be used, based on the results. The Hausman fixed, or random (F/R) test findings confirm that the fixed effect is the optimal approach. Year dummies and country dummies are unreported

or Create an Account

Close Modal
Close Modal