The literacy rate has increased in recent years: according to the 1994 census, the literacy rate in Ethiopia was 23.4%. In 2007 it was estimated to be 39% (male 49.1% and female 28.9%). A report by UNDP in 2011 showed that the literacy rate in Ethiopia was 46.7%. The same report also indicated that the female literacy rate has increased from 27 to 39 percent from 2004 to 2011, and the male literacy rate has increased from 49 to 59 percent over the same period for persons 10 years and older. By 2015, the literacy rate had further increased, to 49.1% (57.2% male and 41.1% female).