Do you know that? In western countries the stereotypical confounder on nutritional epidemiology is that people who follow official guidelines like "avoid red me

Do you know that? In western countries the stereotypical confounder on nutritional epidemiology is that people who follow official guidelines like "avoid red meat" also follow other ones like "don't smoke". And this bias would go with your higher income, the opposite of the correlation you give.