Not all poor people are dumb, but most are. And since we are talking about statistical level effects poor people being dumb will greatly influence them.

So instead of asking "why are poor people fat, we should fix that!" you can also ask "why are dumb people fat, we should fix that!". The second gives a lot of different angles and can help find solutions the first question wont find.