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ties in access to trauma care. The physician shortage in the United States (US) continues to become more apparent. We aimed to evaluate the relationship between the US physician distribution from 2012-2019 by specialty at the state/regional level relative to the corresponding population growth. US matched residents and practicing physicians from 2012-2019 were extracted from the National Resident Matching Program and Association of American Medical College databases, respectively. Residents and practicing physicians were