Evidence map›Paper›PMID 41729903›Full record

ArticleInternational journal of medical education2026

Exploring stress and coping skills of medical students: a repeated cross-sectional cohort study.

David W Musick, Tracey M Criss, Mariah J Rudd, R Brock Mutcheson, Daniel Harrington, Aubrey L Knight

Abstract read
In one paragraph

Article in International journal of medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

David W MusickDepartment of Internal Medicine, Virginia Tech Carilion School of Medicine, USA.
Tracey M CrissDepartment of Psychiatry, Virginia Tech Carilion School of Medicine, USA.
Mariah J RuddDepartment of Obstetrics and Gynecology, Virginia Tech Carilion School of Medicine, USA.
R Brock MutchesonDepartment of Health Systems and Implementation Science, Evaluation and Strategic Analytics, Virginia Tech Carilion School of Medicine, USA.
Daniel HarringtonDepartment of Psychiatry, Virginia Tech Carilion School of Medicine, USA.
Aubrey L KnightDepartments of Internal Medicine and Family Medicine, Virginia Tech Carilion School of Medicine, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: To examine stressors and coping skills as reflected in the student population at a southeastern United States medical school, including identifying key stressors over time and coping mechanisms used. Methods: Repeated cross-sectional cohort, mixed-methods study conducted between 2016 and 2022 at a four-year medical school program. Participants were students from seven classes, with two classes providing data during each of their four years of medical school. A census sampling approach was used, with survey data collected annually from each class across four years.  Two surveys were used:  the Perceived Stress Scale (PSS) and a modified Coping Orientation to Problems Experienced (COPE) Inventory.  Open-text questions captured qualitative responses. Statistical analysis included Welch's t-tests, Pearson correlations, and Cronbach's alpha reliability testing. Qualitative data were examined through inductive thematic analysis. Results: Students reported moderate levels of perceived stress across all four years with fluctuations identified by year of study. There were no statistically significant differences in perceived stress based on student gender; however, qualitative findings identified gender differences related to coping strategies. Thematic analysis of qualitative data revealed three recurring categories of stressors: academic workload, residency application and match pressures, and personal life challenges. Stressors shifted from academic in the pre-clinical years to career concerns during the clinical years. Conclusions: This study highlights the presence of stress throughout medical school and underscores the importance of adaptive coping strategies and the need for phase-specific interventions to support student well-being. Future research should evaluate the effectiveness of interventions in reducing stress across training stages.

Indexed as

Adaptation, PsychologicalCoping SkillsStress, PsychologicalStudents, MedicalCohort StudiesCross-Sectional StudiesFemaleHumansMaleSchools, MedicalSoutheastern United StatesSubjective StressSurveys and Questionnairescoping strategiesmedical educationmedical student stress

Identifiers

PMID41729903
PMCPMC13563283

What OpenQuestion holds

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Registered trials

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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.