Haha! This is exactly the argument I use when trying to negotiate! I say "you won't be able to find anyone for what you are paying me now". Management shrugs. I tell management in no uncertain terms "i need to make more money", strongly hinting that i will begin looking elsewhere.

If management truly wanted to "negotiate" then they would begin putting conditions on a raise or something.