Born in Coronel Oviedo, Caaguazú, Nicanor Duarte grew up during the Stroessner administration and was affiliated with Stroessner's Colorado Party at the age of 14 while attending high school in Coronel Oviedo.
In 1974 Duarte received a bachelor's degree in Sciences and Letters.