I'd like to assume that all the "easy" facors are already taken into account (population density, property value, education level, income level, weather, etc).
Even if it's just a correlation, it's not really a result worth publishing otherwise.
I do not get why it got downvoted. Maybe I should have elaborate more. I skimmed the paper and it does not seem to be the case. They only take into account weather.