You could be allergic to your shoes (or some component of them), or your socks, or something that got trapped inside your shoes or socks.
It could be a type of eczema
called dyshidrosis. It's unlikely to be athlete's foot
, which doesn't typically itch. (it burns
.) without seeing the rash
, that's about as far as i can take it.