Illiteracy is high, particularly among women. The net primary enrollment rate was 69 percent in 2005. Public expenditure on education was 5.4 percent of the 2002–2005 GDP. Senegal was ranked 102nd in the Global Innovation Index in 2020, down from 96th in 2019.