Painting over doesn't always work either, Dave. When we moved into our house we put three coats on one of the bedroom walls, and it still didn't cover it. We had to strip it all off.
We cursed and attacked the woodchip in the spare bedroom when we moved in.
Discovered someone had stuck an elastoplast over a hole, didn't know whether to laugh or cry.