2022
DOI: 10.17512/pjms.2022.26.1.20
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How Market Concentration and Liquidity Affect Non-Performing Loans: Evidence From Vietnam

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Cited by 9 publications
(14 citation statements)
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“…Then, the Wald test to test whether the selected estimation approach violates the heteroskedasticity issues is implemented. Supposing the Wald test result indicates a heteroskedasticity issue, the dynamic system GMM estimation is employed to overcome the endogenous problems (Tran et al, 2022). A robustness test by separating the entire sample before and after 2015 is also performed, because the Law on Enterprises officially took effect in 2015 with new mandatory corporate regulations.…”
Section: Methodsmentioning
confidence: 99%
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“…Then, the Wald test to test whether the selected estimation approach violates the heteroskedasticity issues is implemented. Supposing the Wald test result indicates a heteroskedasticity issue, the dynamic system GMM estimation is employed to overcome the endogenous problems (Tran et al, 2022). A robustness test by separating the entire sample before and after 2015 is also performed, because the Law on Enterprises officially took effect in 2015 with new mandatory corporate regulations.…”
Section: Methodsmentioning
confidence: 99%
“…The variance inflation factor (VIF) is examined to test whether the sample has a multicollinearity issue. The result is that the VIF of all variables is less than five, and there is no multicollinearity issue (Tran et al, 2022).…”
Section: Pearson Correlations Matrixmentioning
confidence: 99%
“…The FEM method assumes that the error of the model has unobservable factors that are different between the objects but do not change over time and affect the independent variables, so the removal of these factors will help the estimation results to be reliable while following the REM method, the unobservable error factor that unchanged over time do not affect the independent variables, and the removal of those factors make the result of the model reliable though inefficient. However, FEM and REM carry inefficiency terms and heterogeneity, drastically affecting outcomes (Duong et al, 2023;Tran et al, 2022). Therefore, this study implements the System Generalized moment method (Sys-GMM) to overcome the endogeneity issue (Duong et al, 2023).…”
Section: Methodsmentioning
confidence: 99%
“…Table 3 shows the Pearson correlation matrix between independent variables. The coefficient correlations are moderate, with no perfect relationships, indicating that multicollinearity is not a problem in our sample (Tran et al, 2022). On the other hand, we examine the variance inflation factor (VIF) to test the multicollinearity issue.…”
Section: Pearson Correlation Matrixmentioning
confidence: 99%
“…Shan et al (2018) examined the effect of political stability on FDI inflow and employed the Fixed Effect Model. Our study follows Duong et al (2022) and Xu et al (2021) to utilize the dynamic system Generalized Method of Moments (GMM) because of the following reasons. First, GMM is generally more efficient than OLS and FEM because GMM uses all available moment conditions to estimate the parameters, which reduces the estimation bias.…”
mentioning
confidence: 99%