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. 2023 May 29;9(6):e16510. doi: 10.1016/j.heliyon.2023.e16510

Table 8.

Effects of board characteristics on information asymmetry (robustness check).

LAG GMM LAG GMM
VARIABLES (A) QBAS (B) QBAS (C) QBAS (D) QBAS
AF −0.118*** −0.045***
(0.013) (0.017)
BoDS −0.346*** −0.079** −0.103*** −0.023*
(0.064) (0.031) (0.009) (0.013)
BINED −0.021*** −0.099* −0.037*** −0.067***
(0.004) (0.050) (0.010) (0.018)
BFE 0.018 −0.014 −0.333*** 0.004
(0.066) (0.021) (0.070) (0.011)
BBusy 0.016*** 0.013** 0.039*** 0.058***
(0.006) (0.005) (0.009) (0.018)
CEOD 0.062*** 0.084* 0.141*** −0.273***
(0.008) (0.050) (0.016) (0.026)
BDG −0.149* −1.465* 0.370*** −0.699**
(0.079) (0.833) (0.014) (0.275)
BoDS*AF 0.003** −0.008***
(0.001) (0.002)
BIND*AF 0.010*** −0.005***
(0.002) (0.002)
BFE*AF 0.003 0.001
(0.012) (0.002)
Bbusy*AF −0.003** 0.008***
(0.001) (0.002)
CEOD*AF −0.006** 0.084***
(0.002) (0.075)
BDG*AF −0.106*** 0.083***
(0.020) (0.032)
FSIZE −0.383*** −0.364*** −0.134*** −0.344***
(0.012) (0.032) (0.012) (0.011)
FAGE 0.084 −0.136*** 0.107*** −0.144***
(0.126) (0.048) (0.014) (0.021)
FLV 0.022*** 0.069** 0.044*** 0.034***
(0.005) (0.027) (0.007) (0.005)
R&D 0.016*** 0.007 −0.028 0.085*
(0.005) (0.283) (0.060) (0.050)
FATR −0.096*** −0.017 −0.011*** −0.079
(0.026) (0.011) (0.002) (0.048)
Constant −1.649*** −1.307*** −0.916*** −1.351***
(0.054) (0.292) (0.114) (0.124)
Observations 5313 5905 5313 5905
R-squared 0.625 0.512
YEARS FE YES YES YES YES
INDUSTRY FE YES YES YES YES
AR (1) test (p-value) 0.000 0.000
AR (2) test (p-value) 0.489 0.286
Hansen test of over-identification (p-value) 0.843 0.846

Note: ***, **, and * denote significance levels of 1%, 5%, and 10%, respectively.

Robust standard errors are found in parentheses.