Year % of female labor force with advanced education 2002 14.532 2003 14.006 2004 14.576 2005 12.774 2007 12.256 2008 12.681 2009 13.375 2010 14.106 2011 13.566 2012 13.458 2013 12.826 2014 12.266 2015 12.146 2016 13.128 2017 12.787 2018 13.33 2019 13.773 2021 17.475 2022 11.824 2023 10.938