SynthesisThe Permanente journal2023
Perception of Debt During Resident Education-A Systematic Review.
Synthesis in The Permanente journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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
6 citing papers in PubMed.
- From Residency to Retirement: An Overview of Personal Finance for Plastic Surgery Trainees.Plastic and reconstructive surgery. Global open · 2026Article
- Retirement Matching for Resident Physicians: Financial Modeling and Institutional Implications.The Permanente journal · 2026Article
- The new 15-month pathway for pediatric radiology subspecialty in diagnostic radiology residency: opportunities, challenges, and future considerations.Pediatric radiology · 2026Article
- The effect of education debt on PAs' specialty choice or preference.JAAPA : official journal of the American Academy of Physician Assistants · 2025Article
- Review
- Financial Residency Education and Entertainment (Free): A Cross-Sectional Study of a Prioritized Personal Finance Curriculum for Resident and Fellow Physicians.Journal of medical education and curricular developmentArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Debt is a common issue among medical residents in the United States. This review attempts 1) to evaluate the level of debt among residents, 2) to assess perceptions toward debt among residents, 3) to determine debt-management options pursued, and 4) to gauge whether levels of debt affect resident career choices. A systematic literature search of articles published between January 2012 and January 2022 in the MEDLINE, EMBASE, and Cochrane databases was performed. The combination of search terms of (financial literacy OR debt) AND (residency OR graduate medical education) were utilized. Primary outcome measures assessed were the levels of debt and perceptions toward the debt. Secondary outcome measures were debt-management options pursued and whether debt affected career choices for residents. Twenty-one studies evaluating a total of 15,585 residents were included in this systematic review. Levels of debt greater than $200,000 were not uncommon across residents and debt burdens are increasing. Greater levels of debt are associated with increased stress and anxiety. Residents reported multiple debt-management options pursued, including loan forbearance, moonlighting, income-based repayment models, military financial support, and loan forgiveness programs. Those with increased levels of debt were less likely to pursue subspecialty training and academic employment positions. The findings conclude that residents carry a substantial amount of debt, and it is a common source of stress and anxiety. Although there are many different avenues that are pursued for debt repayment, levels of debt appear to affect decisions to pursue subspecialty training and to pursue academic positions. Strategies or programs aimed at reducing the debt burden felt by residents could be of great value.
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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.