X

M

GDP

R&D

R-squared

r2_a

Model5

0.719^***

0.036

0.304^***

0.889

0.877

Model6

0.499^***

−0.022

0.099

0.669

0.632

Model7

0.404^***

0.019

0.202^***

0.936

0.927