Evidence map›Paper›PMID 35395007›Full record

ArticlePloS one2022

Risk factors associated with student distress in medical school: Associations with faculty support and availability of wellbeing resources.

Simone Langness, Nikhil Rajapuram, Megan Marshall, Arifeen S Rahman, Amanda Sammann

Abstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Article
  2. Screening Medical Students for Depression Risk: The Effects of Disability Status.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026
    Article
  3. The Impact of Adverse Childhood Experiences and Resilience on Medical Student Well-Being.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026
    Article
  4. Adverse Childhood Experiences, Psychological Distress, and Resilience in Health Professions Students.Academic medicine : journal of the Association of American Medical Colleges · 2025
    Article
  5. Article
  6. Article
  7. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Simone LangnessDepartment of Surgery, University of California, San Francisco, San Francisco, California, United States of America.ORCID 0000-0001-7206-5186
Nikhil RajapuramDepartment of Surgery, University of California, San Francisco, San Francisco, California, United States of America.
Megan MarshallNew York University School of Medicine, New York, New York, United States of America.
Arifeen S RahmanStanford University School of Medicine, Palo Alto, California, United States of America.
Amanda SammannDepartment of Surgery, University of California, San Francisco, San Francisco, California, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIt is estimated that over half of medical students experience severe distress, a condition that correlates with low mental quality-of-life, suicidal ideation and serious thoughts of dropping out. While several risk factors for the development of severe distress have been identified, most focus on individual student characteristics. Currently, little is known about the impact medical schools have on student wellbeing.

methodsProspective, observational survey study from 2019-2020 from a national cohort of US medical students. Student wellbeing, school characteristics, and wellbeing resource availability was measured with a 30-question electronic survey. Medical student distress was defined as a Medical Student Wellbeing Index (MS-WBI) of ≥4. Risk factors for the development of severe distress were evaluated in a multivariate logistic regression model. The impact of the number of wellbeing resources available on student wellbeing was measured along multiple wellbeing domains. Independent reviewers categorized free text analysis of survey responses about desired wellbeing resources into themes.

resultsA total of 2,984 responses were included in the study, representing 45 unique medical schools. Medical school characteristics independently associated with severe distress included low faculty support (OR 4.24); the absence of mentorship resources (OR 1.63) and the absence of community building programs (OR 1.45) in a multivariate model. Increased availability of wellbeing resources was associated with lower average MS-WBI (4.58 vs. 3.19, p<0;05) and a smaller percentage of students who had taken or considered taking a leave of absence (40% vs. 16%, p<0.05). The resources most desired by students were mental health services and scheduling adjustments.

conclusionsThe majority of medical school characteristic that contribute to student distress are modifiable. Improving faculty support and offering more and varied wellbeing resources may help to mitigate medical student distress. Student feedback is insightful and should be routinely incorporated by schools to guide wellbeing strategies.

Indexed as

Schools, MedicalStudents, MedicalFacultyHumansProspective StudiesRisk Factors

Identifiers

PMID35395007
PMCPMC8992977

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.