ArticleCureus2022
COVID-19 Increased Residency Applications and How Virtual Interviews Impacted Applicants.
Article in Cureus, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.
- A Review of Program Signaling Effects, Perceptions, and Trends for Medical Residencies.Journal of graduate medical education · 2025Pooled it
- From Burden to Opportunity: The Case for Virtual Interviews in Psychiatry.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026Article
- Article
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- Signaling in the Gastroenterology Fellowship Match: A Primer for Applicants and Programs.Digestive diseases and sciences · 2025Article
- Preference Signaling: Does It Work? A MultispecialtyReview of the Data.Plastic and reconstructive surgery. Global open · 2025Article
- Associations Between Family Medicine Residency Applicants' Debt Concern and Their Perception of Virtual Residency Interviews.PRiMER (Leawood, Kan.) · 2025Article
- Education Research: Has Video Killed the Interview Star?: A Survey of Current Neurology Residents on In-Person vs Virtual Residency Interviews.Neurology. Education · 2024Article
- Initial Experiences With a 2-Stage Residency Interview Process.Journal of graduate medical education · 2024Article
- Artificial Intelligence in Residency Recruitment: Impact on Equity.Neurology. Education · 2024Article
- Article
- Artificial Intelligence in Graduate Medical Education Applications.Journal of graduate medical education · 2024Article
- Measuring and Predicting Faculty Consensus Rankings of Standardized Letters of Evaluation.Journal of graduate medical education · 2024Article
- Geographic Reach of Surgery Residency Applicants During In-Person and Virtual Interviews.Journal of graduate medical education · 2023Article
- Applicant Perceptions of In-Person versus Virtual Interview Format for Surgical Retina Fellowship.Journal of academic ophthalmology (2017) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background The number of residency applications submitted by medical students has risen at an alarming rate, causing increased cost of applications and subsequent interview travel. These both contribute to increased cost for medical students. In light of these concerns, specialty governing bodies have proposed ideas to fight these trends including, application limits, interview limits, using a preference signaling system, and continuing virtual interviews. During the Covid-19 pandemic, all residency interviews were performed virtually, essentially making travel expenses negligible. However, this created a new concern with regards to assessing program and applicant compatibility, as compared to in-person interactions and did nothing to combat the increases in application numbers. Therefore, we want to critically assess the effects of virtual interviews on number of applications submitted, number of interview invites received, and number of interviews attended. We also aim to analyze how applicants viewed the virtual process. Methods 600 medical students were eligible to participate. 456 students from years 2018-2020 were eligible to be surveyed following the NRMP match. 144 students were eligible to be surveyed following 2021 NRMP match. The survey was distributed to medical school graduates just prior to graduation and asked how many programs each student applied to, how many interview invites they received, and how many interviews they attended. The 2021 survey also asked, "How did virtual interviews affect your interview experience?" The quantitative results were compared with student's t-test and qualitative results are presented below. Results The average number of programs each applicant applied to increased from 35.4 to 47.7 (p-value=0.002) when residency interviews switched from in-person to virtual. However, interview invites received and interviews attended did not change (16.8 vs 16.3, p-value=0.91, 11.8 vs 12.7, p-value=0.18). There were 188 participants in the in-person interview group (response rate=41.2%) and 128 participants in the virtual interview group (response rate=83.3%). The standard deviation and range also increased for number of applications, number of interview invites received, and number of interviews attended. There were 123 responses to the free response question. 36 had a positive experience, 44 were neutral, 47 were negative. The positive themes included 15 noted less expenses, 18 noted more convenient/less time, and 18 were able to attend more interviews. Negative themes included, 38 noted difficulty assessing program fit, 19 wanted to see the program or city in person, eight had increased interest in home/local programs, six found it difficult to make connections or stand out. Conclusion Sixty-three percent of students reported a positive or neutral experience with virtual interviews. Students applied to more programs when interviews were virtual, but did not receive more interview invites or attend more interviews. These results suggest that virtual interviews are sufficient to conduct residency interviews, however the number of applications continues to rise with no increase in the number interview invites received or number of interviews attended. The increase in the standard deviation and range for all three variables may point to some applicants being able to get more invites and attend more interviews leaving less available spots for other applicants.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.