It's fairly obvious by now, and should be even more so if Cowher declines, that this is not always the case.
Even at the peon level like me, I took a job for less money than I was currently making to get a better quality of life situation.
Look at the new Redskins HC, he apparently took less money than the Bills were offering to go there.
Not always is money the be all end all of every decision.