This. It's like finding eating fresh vegetables correlates with longer lifespan, when really people that eat fresh vegetables have higher socioeconomic status,

This. It's like finding eating fresh vegetables correlates with longer lifespan, when really people that eat fresh vegetables have higher socioeconomic status, access to health care, education, etc etc. The leap from correlation to causation is quite large.