Im considering moving to his area so we can have more shared parental responsibility, which was lacking in our marriage, and may still continue to be.
When you lived in the same house, he didn't do his share of parenting.
Now that you live 20 miles apart, he doesn't do his share of parenting.
Why do you think that if you live a mile apart that he'll change?
Stay where you are.