SynthesisBMJ open2019
Effect of medical student debt on mental health, academic performance and specialty choice: a systematic review.
Synthesis in BMJ open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07539207 (Precarity and Reduction of Its Impact on the Mental Health of Health Students), which is not on this map. Cited by 83 papers, 2 of them syntheses 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.
Precarity and Reduction of Its Impact on the Mental Health of Health Students
Who cites it
83 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Socioeconomic and economic factors affecting access and progression in medical schools: a systematic review and meta-analysis.Journal of educational evaluation for health professions · 2026Pooled it
- Systematic review of personal finance training for physicians and a proposed curriculum.BMJ open · 2022Pooled it
- Financial precarity and mental health among French health students: a nationwide cross-sectional study.BMJ open · 2026Article
- (How) does majoring in the social sciences and humanities relate to specialty choice?: a cross-sectional study.BMC medical education · 2026Article
- Fairness-aware K-means clustering in digital mental health for higher education students: a generalizable framework for equitable clustering.JAMIA open · 2026Article
- The hidden cost of specialization: a mixed-methods study on burnout, mental health, and financial ınstability in dental trainees.BMC medical education · 2026Article
- Factors Associated With Depressive and Anxiety Symptoms, Barriers, and Facilitators for Seeking Support Among European University Students: A Cross-Sectional Multicenter Study.Depression and anxiety · 2026Article
- Evaluating Financial Literacy Among Medical Students: A Cross-Sectional Study.PRiMER (Leawood, Kan.) · 2026Article
- Factors Shaping Learning Enthusiasm of the Medical Students: A Comparative Study of Eight-Year and Five-Year Programs.Advances in medical education and practice · 2026Article
- Identifying predictors of student depression through validated machine learning pipelines.Frontiers in medicine · 2026Article
- Predictors of burnout among academic family medicine faculty: Looking back to plan forward.PloS one · 2026Article
- What drives Malaysian medical students' specialty choices? Findings from the MMSCI study.Human resources for health · 2025Article
- Mental Health Trajectories in Medical Students: The Impact of Academic Repetition on Depressive Symptoms and Self-Rated Health.Journal of clinical medicine · 2025Article
- Diversity in medicine: how do underrepresented minority medical students select their specialty? A cross-sectional survey study.BMC medical education · 2025Article
- Mental health and financial concerns in medical students: insights from a cross-sectional study in Germany.BMC medical education · 2025Article
- Relationships of Educational Debt With Hours Worked and Burnout Symptoms Among Early-Career Family Physicians.Annals of family medicine · 2025Article
- Deviation Factors of Medical Operational Skills in Terms of Clinical Skills Training, Assessment Methods, and Digitalized Education - A Prisma-Based Review.Medical science educator · 2025Review
- Cross-sectional study of obstetrics and gynecology-bound students in visiting rotations.BMC medical education · 2025Article
- Financially Responsible and Equitable Education for Medical, Science, and Health Professions Learners.Medical science educator · 2025Article
- Understanding the Medical Education Experiences of Low-Income Students Through a Maslow's Hierarchy of Needs Lens: An Exploratory Qualitative Study.Journal of general internal medicine · 2025Article
23 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesWith the high and rising total cost of medical school, medical student debt is an increasing concern for medical students and graduates, with significant potential to impact the well-being of physicians and their patients. We hypothesised that medical student debt levels would be negatively correlated with mental health and academic performance, and would influence career direction (ie, medical specialty choice).
designWe performed a systematic literature review to identify articles that assessed associations between medical student mental health, academic performance, specialty choice and debt. The databases PubMed, Medline, Embase, Scopus and PsycINFO were searched on 12 April 2017, for combinations of the medical subject headings
results678 articles were identified, of which 52 met the inclusion criteria after being reviewed in full text. The majority of studies were conducted in the USA with some from Canada, New Zealand, Scotland and Australia. The most heavily researched aspect was the association between medical student debt and specialty choice, with the majority of studies finding that medical student debt was associated with pursuit of higher paying specialties. In addition, reported levels of financial stress were high among medical students, and correlated with debt. Finally, debt was also shown to be associated with poorer academic performance.
conclusionsMedical student debt levels are negatively associated with mental well-being and academic outcomes, and high debt is likely to drive students towards choosing higher paying specialties. Additional prospective studies may be warranted, to better understand how educational debt loads are affecting the well-being, career preparation and career choices of physicians-in-training, which may in turn impact the quality of care provided to their current and future patients.
Indexed as
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.