"Hey, since Bob is our best sales rep, let's promote him to manager."
Sales rep and sales manager require different skill sets, by promoting Bob to Manager you run the risk of losing your best sales rep and gaining an incompetent manager. One symptom of this would be if Bob fired the mail room kid and delivered the mail himself as a coat saving measure.
It's a really short book, I recommend it.