When is a bargain not such a bargain?

Many of you know I'm an economist with a particular interest in jobs and skills. There's a lot of focus on our economy at the moment and for those trying to wade their way through I thought I'd help with a few economics 101 style primers. 
FIRST UP: When is a bargain not such a bargain?