Year % of total female employment 2012 38.687900052867384 2013 38.77405772728985 2014 38.38439941454111 2015 37.40209483859337 2016 35.26555731957993 2017 37.61924122275058 2018 39.30823041699476 2019 39.37058536807275 2020 45.34528928751287 2021 39.257502126110914 2022 36.07517909119976 2023 36.105578444136896