Either one is fine with me.
What I don't like is no shoulder and high traffic volume. I've had to do that a few times.
As for affecting where I go ... I go where I want to go, the type of road doesn't matter to me. However, if I have an obvious choice of two routes to get to my destination and one appears nicer (low traffic volume or wide shoulders) than the other, I'll choose the nicer one.