Year % of female labor force with advanced education 2002 3.14 2004 2.62 2005 2.74 2006 2.3 2007 2.43 2008 2.11 2009 3.28 2010 2.769 2011 2.243 2012 2.47 2013 2.466 2014 2.539 2015 2.959 2016 2.752 2017 2.465 2018 2.26 2019 2.406 2020 4.209 2021 3.736 2022 2.932 2023 2.659