Year % of female labor force with advanced education 2007 3.63 2008 1.36 2009 8.35 2010 10.37 2011 7.77 2012 6.84 2014 5.69 2015 5.68 2016 5.08 2017 5.2 2018 4.76 2019 4.66 2020 6.27 2021 5.16 2022 4.76