Skip to main content
. 2023 Aug 20;9(9):e19213. doi: 10.1016/j.heliyon.2023.e19213

Table 2.

Impact of educational assessment on Innovation.


Pooled OLS
Panel (MLE)
(1) (2) (3) (4) (5) (6) (7) (8)
PISA reading 0.312*** 0.311***
(3.89) (3.93)
PISA Math 0.352*** 0.353***
(4.61) (4.66)
PISA Science 0.301*** 0.302***
(3.94) (3.98)
PISA_average 0.334*** 0.333***
(4.27) (4.31)
GDP per Capita 0.465*** 0.447*** 0.485*** 0.455*** 0.465*** 0.447*** 0.485*** 0.455***
(5.80) (5.85) (6.34) (5.81) (5.86) (5.91) (6.41) (5.87)
N 143 143 143 143 143 143 143 143
R-sq 0.510 0.529 0.512 0.520
Wald statistics Chi2(3) = 25.81 [0.0000] Chi2(1) = 22.24 [0.0000] Chi2(3) = 25.81 [0.0000] Chi2(1) = 22.24 [0.0000]

Note: t statistics are in parentheses, standardized beta coefficients are reported after using robust standard error.

*, **, *** - significance of coefficients at 10%, 5%, and 1% levels, respectively.