ArticleBMC medical education2022
Perceived stress and study-related behavior and experience patterns of medical students: a cross-sectional study.
Article in BMC medical education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis 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
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- Assessing psychological distress among medical students: a systematic review and meta-analysis of tools available.BMC medical education · 2026Pooled it
- Increasing motivation and well-being among medical students using curricular self-experience group sessions-a randomized controlled trial.Medical education online · 2025Trial
- Insomnia in medical students during an examination period: associations with depression, dysfunctional sleep beliefs, and academic performance.BMC medical education · 2026Article
- Conflict resolution strategies and their association with perceived stress among German medical students: a cross-sectional study.Frontiers in medicine · 2026Article
- A Cross-Sectional Study of Work-Related Behaviour and Experience Patterns Among German Veterinarians in Different Age Groups.Healthcare (Basel, Switzerland) · 2025Article
- Academic and non-academic life stressors and perceived levels of stress in Brazilian undergraduate health professions students.BMC medical education · 2025Article
- Gender Disparities in Mental Health and Study Demands among Medical Students: A Three-Cohort Study at Two German Universities.Perspectives on medical education · 2025Article
- Impact of gender on self-assessment accuracy among fourth-year French medical students on faculty's online Objective Structured Clinical Examinations.BMC medical education · 2024Article
- Association between perceived stress, emotional eating, and adherence to healthy eating patterns among Saudi college students: a cross-sectional study.Journal of health, population, and nutrition · 2024Article
- Work-related behavior and experience patterns of music educators - a basis for intervention.International journal of occupational medicine and environmental health · 2024Article
- The Predominance of the Health-Promoting Patterns of Work Behavior and Experience in General Practice Teams-Results of the IMPROVEHealthcare (Basel, Switzerland) · 2024Article
- Prevalence and correlates of generalized anxiety disorder and perceived stress among Sudanese medical students.BMC psychiatry · 2024Article
- Progressive muscle relaxation in pandemic times: bolstering medical student resilience through IPRMP and Gagne's model.Frontiers in psychology · 2024Article
- Evaluation the validity and reliability of the perceived medical school stress scale in Turkish medical students.PloS one · 2023Article
- German first-year medical students' expectations of their professional life - concerns and hopes: A project report.GMS journal for medical education · 2023Article
- Work-related coping behaviour and experience patterns in university students: a review of 20 years of research.Frontiers in psychology · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDistress and burnout are common in physicians. Both may already arise during medical training and persist throughout residency. An analysis of needs is necessary in order to develop target group specific curricular concepts at medical faculties. Aim of this study was to assess the perceived stress of medical students, to explore study-related behavior and experience patterns, and to investigate associated factors.
methodsWe conducted a cross-sectional survey of medical students at the Hannover Medical School. The web-based questionnaire consisted of 74 items and included two standardized instruments: the "Work-related Behavior and Experience Patterns" (Arbeitsbezogene Verhaltens- und Erlebensmuster, AVEM) and the "Perceived Medical School Stress" scale (PMSS). Students were asked to state their self-perceived actual stress level on a scale from 0% (no stress at all) to 100% (maximum stress). We performed a classification and regression tree (CART) analysis to identify factors that can discriminate between the four different AVEM patterns.
resultsFive hundred ninety-one medical students (female 75.8%, response rate: 34.0%) participated in the survey. The mean sum score of the PMSS was 37.2 (SD 8.3; median score 37, min.-max. = 18-65). Overall, 68.5% of the students showed a risk pattern (risk pattern A "overexertion": 38.9%; risk pattern B "burnout": 29.6%). Pattern G "healthy" was shown in 8.3% and pattern S "protection" in 23.1% of the students. Multilevel analysis revealed that the self-perceived stress level and the PMSS sum score were the most important predictors for the AVEM pattern assignment. Furthermore, academic year, gender, and financial dependency were relevant influencing factors: students in higher academic years with no financial support had a higher probability to be in risk pattern B whereas male students in the first academic year tended to be in pattern G.
conclusionsThe PMSS sum score could objectify medical students' high self-perceived stress level. The majority of participating students showed a risky study-related behavior and experience pattern. Medical faculties should be aware of the still existing and relevant problem of stress and burnout among medical students. Our results lay the groundwork for an evaluation and further development of medical curricula at the own faculty.
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.