Taking the logarithm of GDP per capita can often capture this relationship well. The ratio of female to male members of parliament is the one exception and is characterised by a linear relationship with GDP per capita. Although we still live in a world where women are, on average, disadvantaged relative to men, the situation seems to have improved in the second half of the 20th century, especially from the 1980s onwards.