SynthesisJAMA2016
Association Between Learning Environment Interventions and Medical Student Well-being: A Systematic Review.
Synthesis in JAMA, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 109 papers, 7 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
109 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Burnout increased among university students during the COVID-19 pandemic: a systematic review and meta-analysis.Scientific reports · 2024Pooled it
- Educational Strategies to Reduce Physician Shortages in Underserved Areas: A Systematic Review.International journal of environmental research and public health · 2023Pooled it
- Predictors of Academic and Fieldwork Performance in Occupational Therapy Students: A Systematic Review.Occupational therapy international · 2023Pooled it
- Risk factors for suicidal ideation and suicide attempt among medical students: A meta-analysis.PloS one · 2021Pooled it
- A Systematic Umbrella Review on the Epidemiology of Modifiable Health Influencing Factors and on Health Promoting Interventions Among University Students.Frontiers in public health · 2020Pooled it
- Pooled it
- Mental health problems among medical students in Brazil: a systematic review and meta-analysis.Revista brasileira de psiquiatria (Sao Paulo, Brazil : 1999)Pooled it
- Easing the burden: a pilot study on the impact of mindfulness on the mental health of Brazilian medical students.BMC medical education · 2025Trial
- Subjective social status and health of Saudi medical students: a cross-sectional study on the role of peer comparisons.Annals of medicine · 2026Article
- Healthcare utilization, preventive care, and structural barriers among medical students at a three-campus U.S. medical school.BMC medical education · 2026Article
- A six-year longitudinal study of a well-being evaluation and support program for medical students.BMC medical education · 2026Article
- Psychological Correlates of Life Satisfaction Among Medical Students in Northern India: A Cross-Sectional Study.Cureus · 2026Article
- Institutional educational climate and MIR examination outcomes: a multicenter ecological study in Spanish medical schools.BMC medical education · 2026Article
- Creating a third space during clerkships: a qualitative study of a well-being intervention in the clinical learning environment.BMC medical education · 2026Article
- Student-specific Factors Associated with Passing the USMLE Step 1 Examination Within an Institution-allotted Dedicated Study Period.Medical science educator · 2026Article
- Autonomic echoes of student life: a mixed-method inquiry with meta-inferential integration of autonomic function, lifestyle narratives, and health behaviours among medical students.Arhiv za higijenu rada i toksikologiju · 2026Article
- Association between medical school expectations, professional fulfillment, and mental health among medical students: a mixed-methods study.BMC medical education · 2026Article
- Academic stress and its psychosocial and behavioral determinants in medical students: Findings from a cross-sectional study.PloS one · 2026Article
- The impact of the October 7th war on Israeli medical students' mental health and well-being.Frontiers in public health · 2026Article
- Top-tier ranking university bring worse perception of medical learning environment to students: a cross-sectional study across 12 universities.Medical education online · 2025Article
49 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
9 authors.
Funding
Abstract
Importance: Concerns exist about the current quality of undergraduate medical education and its effect on students' well-being. Objective: To identify best practices for undergraduate medical education learning environment interventions that are associated with improved emotional well-being of students. Data Sources: Learning environment interventions were identified by searching the biomedical electronic databases Ovid MEDLINE, EMBASE, the Cochrane Library, and ERIC from database inception dates to October 2016. Studies examined any intervention designed to promote medical students' emotional well-being in the setting of a US academic medical school, with an outcome defined as students' reports of well-being as assessed by surveys, semistructured interviews, or other quantitative methods. Data Extraction and Synthesis: Two investigators independently reviewed abstracts and full-text articles. Data were extracted into tables to summarize results. Study quality was assessed by the Medical Education Research Study Quality Instrument (MERQSI), which has a possible range of 5 to 18; higher scores indicate higher design and methods quality and a score of 14 or higher indicates a high-quality study. Findings: Twenty-eight articles including at least 8224 participants met eligibility criteria. Study designs included single-group cross-sectional or posttest only (n = 10), single-group pretest/posttest (n = 2), nonrandomized 2-group (n = 13), and randomized clinical trial (n = 3); 89.2% were conducted at a single site, and the mean MERSQI score for all studies was 10.3 (SD, 2.11; range, 5-13). Studies encompassed a variety of interventions, including those focused on pass/fail grading systems (n = 3; mean MERSQI score, 12.0), mental health programs (n = 4; mean MERSQI score, 11.9), mind-body skills programs (n = 7; mean MERSQI score, 11.3), curriculum structure (n = 3; mean MERSQI score, 9.5), multicomponent program reform (n = 5; mean MERSQI score, 9.4), wellness programs (n = 4; mean MERSQI score, 9.0), and advising/mentoring programs (n = 3; mean MERSQI score, 8.2). Conclusions and Relevance: In this systematic review, limited evidence suggested that some specific learning environment interventions were associated with improved emotional well-being among medical students. However, the overall quality of the evidence was low, highlighting the need for high-quality medical education research.
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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.