Unsure about participation, but I know there's been a decades-long trend (since the 60s) where women were outpacing men in tertiary education enrollment growth in many regions, overtaking them in absolute terms sometime in the 70s/80s.

See p77 (PDF p59): https://www.macfound.org/media/files/unesco-world-atlas-gend...