Evidence map›Paper›PMID 34369990›Full record

ArticleJAMA network open2021

Association of Characteristics of the Learning Environment and US Medical Student Burnout, Empathy, and Career Regret.

Liselotte N Dyrbye, Daniel Satele, Colin P West

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
71citing papers in PubMed, 3 pooled it
22.1field-weighted citation impact, top 1% of its field
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

71 citing papers in PubMed, 3 syntheses or guidelines pooled it, 106 citations in OpenAlex.

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  8. Burnout symptoms, burnout rate, well-being, and academia-related stress factors in medical students : A study in two private medical schools in Austria.Neuropsychiatrie : Klinik, Diagnostik, Therapie und Rehabilitation : Organ der Gesellschaft Osterreichischer Nervenarzte und Psychiater · 2026
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11 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors at 2 institutions in 1 country.

Liselotte N DyrbyeDivision of Community Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, Minnesota.
Daniel SateleDepartment of Health Sciences Research, Mayo Clinic, Rochester, Minnesota.
Colin P WestDivision of Community Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, Minnesota.
Mayo Clinic · USMayo Clinic in Florida · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Previous studies have shown that medical student mistreatment and burnout are common. However, few longitudinal data exist to describe how mistreatment and other learning environment experiences are associated with subsequent burnout and other student characteristics. Objective: To examine the association between mistreatment and perceptions of the learning environment with subsequent burnout, empathy, and career regret among US medical students. Design, Setting, and Participants: This cohort study analyzed data from the 2014-2016 Association of American Medical Colleges (AAMC) Medical School Year 2 Questionnaire (Y2Q) and 2016-2018 AAMC Graduation Questionnaire (GQ). Medical students from 140 allopathic medical schools who responded to both AAMC surveys were included in the analysis. Data were analyzed from December 1, 2019, to January 11, 2021. Exposures: Self-reported medical student mistreatment (eg, experiences of negative behaviors and discrimination related to sex, race/ethnicity, and sexual orientation) and perceptions of the learning environment (Medical School Learning Environment Survey subscales for faculty, emotional climate, and student-student interactions). Main Outcomes and Measures: Burnout, empathy, and career regret as measured by Oldenburg Burnout Inventory data for burnout, Interpersonal Reactivity Index scores for empathy, and a single item assessing career regret. Results: Data from 14 126 medical students were analyzed; 52.0% were women, and the mean (SD) age was 27.7 (2.9) years at graduation. Mistreatment was reported by 22.9% of respondents on the Y2Q. In multivariable analysis adjusted for Y2Q measures, mistreatment reported on the Y2Q was associated with a higher exhaustion score (1.81 [95% CI, 1.60-2.02]), a higher disengagement score (0.71 [95% CI, 0.58-0.84]), and higher likelihood of career regret on the GQ (186 of 989 [18.8%]; all P < .001). A more positive emotional climate reported on the Y2Q was associated with a lower exhaustion score (for each 1-point increase, -0.05 [95% CI, -0.08 to -0.02]; P = .001) and lower disengagement score (for each 1-point increase, -0.04 [95% CI, -0.06 to -0.02]; P < .001) on the GQ. More positive faculty interactions on the Y2Q were associated with higher empathy score on the GQ (for each 1-point increase, 0.02 [95% CI, 0.01-0.05]; P = .04). Better student-student interactions were associated with lower odds of career regret during year 4 of medical school (odds ratio for each 1-point increase, 0.97 [95% CI, 0.95-1.00]; P = .04). Conclusions and Relevance: The findings of this cohort study suggest that medical students who experienced mistreatment and perceived the learning environment less favorably were more likely to develop higher levels of exhaustion and disengagement, lower levels of empathy, and career regret compared with medical students with more positive experiences. Strategies to improve student well-being, empathy, and experience should include approaches to eliminate mistreatment and improve the learning environment.

Indexed as

Career ChoiceEmpathySocial EnvironmentAdultBurnout, PsychologicalCohort StudiesFemaleHumansMaleOdds RatioPerceived DiscriminationSchools, MedicalStudents, MedicalSurveys and QuestionnairesUnited States

Identifiers

PMID34369990
PMCPMC8353540
OpenAlexW3189743351

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.