I'm not sure it is a true stat. It was in a tweet I can't find anymore, however, of Romney's ~58M votes, we can't assume they are all Republicans..??..
The way it works is you build up a large group of supporters in your party and get them to show up to vote for you.
Appeals to non existent undecided moderates in the middle will lose the election every time it's tried.