This basically does the same thing as re-installing, except without iTunes. It deletes all the files that pile up while you're playing (i.e hats, heads, bodies, shields, tiles, etc.) Then when you open the game, it will basically start over, collecting the files you see, like it always has.

Re-installing an app you've already paid for doesn't cost any money.