"In this national analysis, we found that Americans living in counties that voted Democratic during presidential elections from 2000 to 2016 experienced lower age adjusted mortality rates (AAMRs) than residents of counties that voted for a Republican candidate, and these patterns were *consistent across subgroups (sex, race and ethnicity, urban-rural location).*"
I.e. many of the tried and true methods of "explaining away" a study's result does not apply.