Year % of female labor force with advanced education 2002 4.83 2003 4.49 2005 3.99 2006 3.27 2007 3.46 2008 3.51 2009 4.01 2010 3.93 2012 3.5 2013 3.33 2015 2.63 2016 2.55 2017 2.32 2018 2.51 2019 2.03 2020 2.38