Single data point: I used to have very cold feet when walking in the snow and in the rain as a child enrolled in scouts (8-12 year-old) and it went away when I entered my teens (I think). Today I do not suffer from cold extremities and I am more likely to go for a walk outside when it's raining or snowing because why not.

Maybe I had bad shoes though.