Year % of total female employment 2012 39.850179700529516 2013 39.00351701296577 2014 38.5627791312682 2015 37.5816096095618 2016 36.3580235138775 2017 38.75844889144454 2018 39.4091214099846 2019 39.5384327806659 2020 45.470645585241535 2021 39.37907370361527 2022 36.033983893200684 2023 36.00822494169331