The problem with a strategy like that is it's hard to be better than everybody else who has the same idea. Perhaps their mistake was opening so many stores in the high-rent areas in the first place; it didn't really mesh with their original core market.
There is a reason they tried to switch to cellphones.. needed something easy to sell and expensive enough to justify their rent.