1. Association of American Medical Colleges (2022) Table A-7.2: Applicants, first-time applicants, acceptees, and matriculants to U.S. MD-Granting Medical Schools by gender, 2013-2014 through 2022-2023. AAMC, Washington, DC
2. Association of American Medical Colleges (2019) AMA physician masterfile. https://www.aamc.org/datareports/workforce/data/active-physicians-age-and-specialty-2019
3. Association of American Medical Colleges (2022) 2022 physician specialty data report executive report. https://www.aamc.org/media/63371/download?attachment
4. Association of American Medical Colleges (2021) AMA physician masterfile. https://www.aamc.org/datareports/workforce/data/number-people-active-physician-specialty-2021
5. Curtin LS, Goldstein RB, Lamb DL (2023) Applicant demographics and the transition to residency: it’s time to leverage data on preferred specialty and match outcomes to inform the National Conversation about Diversity and Equity in Medical Education. National Resident Matching Program