Year % of female labor force with advanced education 1995 0.65 1996 1.35 1997 1.36 1998 1.3 2005 1.796 2006 1.293 2007 1.143 2008 1.71 2009 3.213 2010 2.855 2011 3.986 2012 2.322 2013 4.072 2014 4.496 2015 3.247 2016 1.917 2017 1.532 2018 1.704 2019 2.268 2020 3.398 2021 4.152 2022 2.457 2023 1.384