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The NRMP is committed to sharing valuable insights with the GME community. Below, you’ll find recordings of two research presentations exploring key factors in the ranking and matching process. Program Signaling: Functionality, Directionality, and Outcomes in the Match: Presented by Sheila Pakdaman, PhD, MS (NRMP), Dana Dunleavy, PhD (AAMC), and Daniel Jurich, PhD (NBME), this…

Applicant Characteristics Associated with Program Rank Order Lists – In this session, Sara Balestrieri, PhD, ScM (NRMP) and Christopher Feddock, MD, MBA, MS (NBME) examines how key applicant characteristics — such as applicant type and USMLE performance — shape residency program rankings. Covering multiple specialties, including Family Medicine, OB/GYN, Otolaryngology, Pathology, and Diagnostic Radiology, this…

Program Signaling: Functionality, Directionality, and Outcomes in the Match – Presented by Sheila Pakdaman, PhD, MS (NRMP®), Dana Dunleavy, PhD (AAMC), and Daniel Jurich, PhD (NBME), this session explores prior research on program signals and introduces new analyses on their current impact on ranking and Match outcomes.  Focusing on General Surgery and Otolaryngology, the discussion…