Year % of total labor force with advanced education 1998 6.524634417807203 2002 5.740965441988798 2003 5.817018502406101 2004 4.836964459799955 2005 4.637245695767949 2006 4.211054664787405 2007 3.751708832639651 2008 3.7746747564776073 2009 5.3514568761487595 2010 5.878379852537875 2011 6.100824622731086 2012 6.454814531848987 2013 6.827579480528457 2014 6.537233283739101 2015 5.86445351464567 2016 5.421236783923151 2017 5.0669520281968214 2018 4.690606180664205 2019 4.442111534496944 2020 5.714998465206595 2021 4.881714730529717 2022 3.890292810469319 2023 3.741676754899126