But why do boys throw more? Boys and girls have different preferences, and many of these preferences have biological as well as cultural roots. (Indeed, are there any cultures where athletic prowess is more valued in women than in men?) And so we're right back on the African savannah, where men who liked to throw learned to throw well, and thus killed more game.
It seems that, even with a "cultural" explanation, you can't escape nature.