You go to the narrower side. Others have suggested ordering the next size up if you have a wide foot. I just loosened the laces a bit, I'm happy with that.
Pros
My son has worn a second pair since childhood and insisted on the same color and style.
Cons
Shoes may not be true to size for all customers, causing fit issues and discomfort.