Year % of female labor force with advanced education 1995 8.504897568771042 1996 8.090067901254635 1997 7.564112446531456 1998 7.69974768021234 1999 6.9241063104841825 2000 6.072888591166616 2001 5.046480942061556 2002 5.261036698591155 2003 5.219441364886746 2004 5.158189400607941 2005 5.002132582175571 2006 4.537813573699941 2007 4.213376586592824 2008 4.332988705884296 2009 5.445760848877192 2010 6.133546309160699 2011 6.629703096743846 2012 7.337490891056308 2013 7.839660337475769 2014 7.730779820022848 2015 7.040122260150868 2016 6.531063647034359 2017 5.929615198848303 2018 5.389204307272463 2019 5.037553727511384 2020 6.087078496027574 2021 5.548233001265097 2022 4.3198169341109764 2023 4.276769705932779