ArticlePRiMER (Leawood, Kan.)2025
Associations Between Family Medicine Residency Applicants' Debt Concern and Their Perception of Virtual Residency Interviews.
Article in PRiMER (Leawood, Kan.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Advancing Hybrid Interviewing: From Bias Concerns to Assessment Quality.Family medicine · 2026Article
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Since the shift to virtual residency interviews following the COVID-19 pandemic and the initial 2021 and 2022 endorsement from the Accreditation Council for Graduate Medical Education, applicants and programs have been weighing the benefits and disadvantages of this transition. This study examines the impact of debt concern among family medicine residency applicants and their likelihood of (1) accepting virtual interview offers and (2) recommending the digital format for future application cycles. Methods: Using responses from the American Academy of Family Physicians 2023 Medical Student Education Survey, we applied descriptive bivariate analysis and rapid cycle thematic evaluation to explore associations between 2023 family medicine residency applicants' debt concern and their perception of digital residency interviews. Results: A majority of our study sample (86%) had some level of debt concern. A majority (88.8%) also noted that most of their interviews were virtual. Regardless of debt concern, most students (87.4%) indicated that they accepted offers for virtual interviews that they otherwise may not have accepted if travel time and expenses were involved. Furthermore, most students (87.1%) recommended a virtual component to future residency interviews. Conclusion: Contrary to our expectations, there was no association between concern for debt and preference for virtual interviews. Most candidates preferred the virtual setting, stating that they were more likely to accept virtual interview offers, and recommended this format for future cycles.
Identifiers
What OpenQuestion holds
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.