Year % of female labor force with advanced education 1992 3.805 1995 3.191 1996 4.114 1997 4.043 1998 4.691 1999 5.53 2001 5.148 2002 4.395 2003 5.324 2004 4.746 2005 4.895 2006 5.117 2007 5.053 2008 5.153 2009 5.234 2011 4.819 2012 1.728 2013 2.323 2014 1.667 2015 5.816 2016 7.106 2017 8.038 2018 7.807 2019 7.88 2020 8.39 2021 8.655 2022 5.872 2023 4.89