
While women have generally closed the gender gap in doctoral degree awards, there are a number of specific disciplines where women continue to lag men in earned doctorates by a substantial margin. Here are some of the academic fields in 2017 where women earned less than one third of all doctorates awarded:
- Plasma physics, 12.3%
- Robotics, 13.3%
- Computer engineering, 14.1%
- Number theory, 14.5%
- Elementary particle physics, 15.8
- Nuclear physics, 17.5%
- Electrical engineering, 18.8%
- Computer science, 19.1%
- Theoretical chemistry, 25.9%
- Philosophy, 27.2%
- Astrophysics, 27.5%
- Finance, 28.2%
- Mathematics and statistics, 28.5%
- Civil engineering, 29.6%
- Theology, 30.7%
- Medical physics, 31.5%
- Organic chemistry, 31.7%
In contrast, there are a number of academic fields where women earned at least three quarters of all doctoral degree awards in 2016. Some examples include:
- Literacy and reading education, 89.2%
- Developmental and child psychology, 83.1%
- Health, medical psychology, 82.3%
- Social work, 80.9%
- Speech/Language pathology, 78.9%
- School psychology, 78.5%
- Educational psychology, 78.4%
- Health education, 76.9%
- Art history, 76.9%
- Urban education and leadership, 76.2%


