Rural counties are disproportionately associated with high food insecurity risk relative to urban counties. Programs and policies may focus on improving food availability and access for rural populations. More research, with multivariate analyses across regions, can shed additional light on the impact of food insecurity on the health of the population, especially for those living in rural areas.