Year % of female labor force with advanced education 1994 4.01 1995 3.15 1996 4.38 1997 0.96 1998 1.2 2001 1.09 2002 2.2 2003 2.41 2006 4.28 2007 4.32 2008 4.66 2009 4.07 2010 3.22 2011 2.99 2012 3.09 2013 2.87 2015 4.05 2017 4.6 2020 5.23 2021 4.874 2022 3.54