Of the four fields of study with no significant difference in pay between the genders, ??? Healthcare, Education, Humanities, and a cluster of sciences, including biology, mathematics and agricultural sciences ??? two (Healthcare and Education) are fields where the classrooms are overwhelmingly populated (more than 80%) by female students.