No, because poverty is not a barrier to drinking coffee.
Drinking freshly-ground coffee may be linked to socioeconomics status, but drinking coffee probably isn't.
Even so, I imagine that people who don't have jobs drink less coffee (they don't have anywhere to be). And those same people are probably of lower socioeconomic status.