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. 2024 Aug 13;10(16):e36266. doi: 10.1016/j.heliyon.2024.e36266

Table 7.

Heterogeneous Analysis(1).


Baseline Region
R&D
Eastern Center Western High R&D Low R&D
chairarmy 1.920** 1.437 6.552*** 2.539*** 3.522*** −2.145
(0.850) (1.029) (1.210) (0.637) (0.888) (1.535)
return_ass −0.195*** −0.197*** −8.410 −1.126 −0.151*** 0.811
(0.006) (0.007) (9.421) (2.982) (0.008) (2.708)
total_lev 0.001*** 0.001*** −0.021*** −0.020 0.001** −0.021
(0.000) (0.000) (0.004) (0.040) (0.000) (0.024)
govcon 0.065 0.427 −2.087* 1.109 0.542 −0.798
(0.474) (0.662) (1.190) (0.751) (0.545) (0.921)
indep_director 0.209 0.424 −0.199 0.112 0.317 −0.554
(0.299) (0.367) (0.876) (0.428) (0.358) (0.386)
owner_first 0.003 0.011 −0.067 0.041 0.016 −0.012
(0.029) (0.035) (0.100) (0.066) (0.036) (0.043)
owner_three 0.070 0.104 0.263 −0.319 0.002 0.085
(0.070) (0.077) (0.244) (0.205) (0.094) (0.082)
owner_five −0.027 −0.093 −0.180 0.494** 0.022 −0.107
(0.090) (0.103) (0.261) (0.236) (0.129) (0.108)
owner_ten −0.003 0.022 0.078 −0.204** −0.011 0.046
(0.042) (0.050) (0.107) (0.100) (0.058) (0.062)
sharehold_chair −0.005 −0.003 −0.077 0.039 0.011 −0.023
(0.018) (0.021) (0.068) (0.041) (0.024) (0.029)
overseaback_chair −0.455 −0.280 −0.406 −0.716 −0.741 −0.554
(0.383) (0.452) (1.577) (0.857) (0.477) (0.564)
overseaexp_chair −0.010 −0.223 0.316 0.163 0.089 0.362
(0.310) (0.365) (1.195) (0.804) (0.396) (0.423)
overseaedu_chair 0.341 0.267 −0.067 0.486 0.546 0.273
(0.294) (0.345) (1.326) (0.760) (0.365) (0.477)
femalenum_chair −0.144 −0.222 0.048 0.222 −0.009 −0.218
(0.145) (0.177) (0.520) (0.331) (0.193) (0.170)
salary_chair 0.000*** 0.000*** 0.000* 0.000 0.000*** 0.000
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000)
number_chair −0.045 −0.055 −0.057 0.061 −0.041 −0.008
(0.029) (0.036) (0.078) (0.064) (0.038) (0.047)
Constant 15.978*** 15.335*** 15.516*** 16.778*** 16.671*** 19.680***
(1.582) (1.902) (4.408) (2.274) (1.987) (2.388)
Firm FE Yes Yes Yes Yes Yes Yes
Year FE Yes Yes Yes Yes Yes Yes
Observation 4526 3418 569 556 2842 1701
R-square 0.837 0.686 0.631 0.743 0.701 0.564
F-value 1005.089*** 3043.163*** 23.850*** 40.172*** 922.372*** 28.854***

Standard Errors are in the parentheses* p < 0.1, **p < 0.05, ***p < 0.01.