Year % of female labor force with advanced education 1995 2.87 1997 4.57 1998 3.83 2000 3.41 2001 3.26 2002 3.42 2003 3.34 2004 3.12 2005 2.99 2006 2.47 2007 2.67 2008 2.54 2009 3.31 2010 2.96 2011 3.43 2012 3.41 2013 3.26 2014 3.73 2015 3.63 2016 3.58 2017 3.36 2018 2.961 2019 1.996 2020 3.341 2021 3.488