Even from a scientific perspective, it would be more interesting to see the effect of each variable independently (cities vs rural, US vs somewhere else) rather

Even from a scientific perspective, it would be more interesting to see the effect of each variable independently (cities vs rural, US vs somewhere else) rather than bundling them together.