Well, certainly its easier to become poor if you live in an expensive city. But once you are poor, how can you afford moving?
If you have lots of stuff, sell some of it.
(I grew up on welfare in Germany. We had vacations, and we could afford to move. The biggest hassle is the bureaucracy with the Arbeitsamt involved.)