1. Physician specialty data report,2017
2. Active physicians in the largest specialties,2017
3. 2018 report on residents (Table B3. Number of active residents, by type of medical school, GME specialty, and sex),2019
4. Association of American Medical Colleges Committee. The state of women in academic medicine: The pipeline and pathways to leadership, 2015-2016 [Internet]. 2020 [cited 2020 July 1]. Available from: https://www.aamc.org/data-reports/faculty-institutions/data/2015-2016-state-women-academic-medicine-statistics
5. Changes in sex and ethnic diversity in dermatology residents over multiple decades;Bae;JAMA Dermatol,2016