I found an interesting article from UK Industry Bible Design Week on this very subject. The stats do indeed line up. There are some lovely comments from some older designers at the bottom on why they left :)

https://www.designweek.co.uk/issues/8-14-february-2016/where-are-all-the-older-designers/