Poor on average take worse care of their health and fitness
I think it can be primarily attributed to the low income jobs being more physically and
emotionally draining which result in them being sapped by the time they reach home.This can also be witnessed in the amount of nurture they can provide to their offspring. An interesting argument in one of the Quora thread about being rich was that financial freedom let's them have the flexibility to spend more time with their kids.