Year % of female labor force with advanced education 2003 5.805 2004 14.47 2006 10 2007 9.05 2008 9.5 2009 9.83 2010 9.32 2011 8.9 2012 8.08 2014 8.15 2015 7.28 2016 6.51 2017 3.442 2021 4.215 2022 3.335