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How should I use Residency Explorer data?
The Residency Explorer tool does not advise you where to apply or predict where you may get an interview invitation. It is intended to help you develop a list of programs for further investigation or application. Review
Residency Explorer guidance resources
on appropriate data interpretation and use. Refer to programs’ websites for more detailed information about educational aims, unique features, patient populations, positions on diversity and inclusion, and other important attributes. We encourage you to consult with a trusted advisor or mentor as you research programs.
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Why have these organizations collaborated to create this tool?
The AAMC, AACOM, ACGME, AMA, ECFMG, FSMB, NBME, NBOME, and NRMP embrace the belief that our shared constituents—students, advisors, deans, program directors, and others—will benefit if we work together to develop a single resource that helps students understand historical outcomes, assess their candidacy, and make informed decisions.
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How many specialties can I explore at one time?
You can explore one specialty at a time from over 40 available specialties. To switch specialties, click on the specialty name at the top right-hand side of the page.
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Is the Residency Explorer tool mobile compatible?
The Residency Explorer tool is best experienced on a desktop or laptop. While some elements may work on a phone or tablet, the tool is not fully optimized for mobile use at this time.
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Why do some programs not display applicant data?
Data may not be displayed for different reasons:
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Program did not participate in a service:
Application data are available for programs that used ERAS. Interview invitation data are available for programs that used Thalamus. Positions offered and filled are available for programs that participated in the NRMP Main Residency Match.
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Protect privacy and confidentiality:
Interview invitation data are displayed for programs that invited at least 10 applicants to interview via Thalamus. Current resident data are displayed for programs with at least 10 current residents. USMLE and COMLEX-USA score data are displayed for programs that invited to interview at least 30 applicants who submitted exam scores to the program.
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Display data only for programs that had access to it:
If a program did not participate in program signaling or did not access geographic preferences data in the prior cycle, interview invitation data, including bar charts and pie charts, are not displayed because these data were not considered to determine interview invitations.
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Specialty or program is changing their approach in the future:
If the program is in a specialty that changed their approach to signaling or geographic preferences for the upcoming cycle, data are not displayed because it may misrepresent how these data may be used to determine interview invitations in the next cycle. To view 2025 cycle program signaling data and geographic preferences for these specialties, please visit the
ERAS Statistics webpage.
For all programs, we encourage you to consult with the program's website for additional information on program characteristics, application requirements, and resident information.
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Why isn’t comparative data shown for applicants who’ve previously matched to a program shown?
The Residency Explorer tool uses historical data. Due to the recent changes in the MyERAS application, the tool only presents data from the single, most recent cycle (i.e., 2025 cycle) making sample sizes for the NRMP Main Residency Match data at the program level too small to display comparative data for most programs. As a result, Residency Explorer leadership decided not to display NRMP Main Residency Match data to ensure comparable data across programs were shown and to protect the privacy and confidentiality of matched applicants.
For all programs, we encourage you to consult with the program’s website for additional information on program characteristics, application requirements, and resident information.
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What if I am unfamiliar with some of the program characteristics and offerings in the My Profile section?
Depending on where you are in your journey to residency, some program characteristics and offerings may be unfamiliar to you. We encourage you to explore program characteristics and offerings in more detail on programs’ websites and to consult with a trusted advisor or mentor as you research programs.
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Why are only some application characteristics in the Residency Explorer tool and other application content (e.g., experiences, publications) not included?
Residency Explorer application characteristics were selected based on research that explored with medical students, medical school advisors, residents, and program directors which application characteristics are of greatest interest and importance to applicants and based on which application characteristics predict interview invitation. Additional application characteristics may be added to the Residency Explorer tool in the future.
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Why can’t I download data from the Residency Explorer tool anymore?
As of October 15th, 2025, the AAMC has removed the data download feature from Residency Explorer™ tool. The Residency Explorer Tool continues to provide all of the same information within the tool itself, presented with the necessary context and interpretation guidance to help applicants use the data appropriately. Because the tool is designed for interactive exploration—not for external analysis—data are now available only within the platform.
If you previously used the download feature, you can still view and compare programs directly in the tool.