In 2016, women's earnings were lower than men's earnings in all states and the District of Columbia according to a survey conducted by the U.S. Census Bureau. The national female-to-male earnings ratio was 81.9%. Utah ranked lowest at 69.9% and Vermont ranked highest at 90.2%.