I wouldn't really say so. People with money can be just as insecure. It really doesn't make a difference.
I'm not really rich, but I'm upper-middle class. I wouldn't consider myself rich, but I definitely grew up pretty spoiled, never did chores, never many financial issues. Still grew up...