Year % of total labor force with advanced education 2010 2.237 2011 2.509 2012 2.817 2013 3.892 2014 3.966 2015 4.588 2016 4.626 2017 4.001 2018 2.075 2019 2.531 2020 4.483 2021 3.414 2022 2.936