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Preference Signaling in the Radiology Residency Match: National Survey of Applicants
Dhairya A Lakhani1, Mahla Radmard2, Armin Tafazolimoghadam3
1Neuroradiology Fellow, The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland; Assistant Professor, Department of Neuroradiology, Rockefeller Neuroscience Institute, West Virginia University School of Medicine, Morgantown, West Virginia.
Radiology residency program signaling significantly increased interview invitations, with gold signals proving more effective than silver. Applicants strategically used signals, favoring "likely to match" programs, and supported the system
Area of Science:
- Medical Education
- Residency Admissions
- Radiology
Background:
- The radiology residency application system uses preference signaling to manage high applicant volumes.
- Signals indicate strong applicant interest to a limited number of programs.
Purpose of the Study:
- Assess the impact of program signaling on interview invitations.
- Analyze applicant signal strategy based on application competitiveness.
- Evaluate applicant attitudes toward the signaling system.
Main Methods:
- Survey of 202 radiology residency applicants (2024 cycle).
- Queried applicant background, application details, signal distribution, and interview outcomes.
- Assessed hypothetical interview invitation rates with an additional signal.
Main Results:
- Signaled programs had higher interview rates (59.8%) than nonsignaled (8.5%).
- Gold signals yielded higher interview rates (67.8%) than silver signals (51.8%).
- Applicants allocated signals to "likely to match" (49.2%), "aspirational" (33.1%), and "safety" (17.6%) programs.
Conclusions:
- Program signaling significantly boosts interview invitation rates.
- Gold signals are more impactful than silver signals in securing interviews.
- The signaling system is supported by applicants for future application cycles.
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