Doesn't matter how long you've been driving or what car, the fact is the physics are the same.
A larger wheel needs more force to move it and more force to keep it moving. So its a slower wheel and needs more force to keep at a constant speed than a smaller lighter wheel, so you will have poorer MPG also.
If big wheel are good why do F1 cars have 13" diameter wheels?