Evidence map›Paper›PMID 41859154›Full record

ArticleFrontiers in medicine2026

Bullying among medical students: prevalence, determinants, and implications for the educational environment.

Shahd Al-Ghawi, Maryam Alwahaibi, Fatema Alajaimi, Mohammed Al-Badi, Hoor Alhabsi, Maria Al Azri, Sanjay Jaju, Nasar Alwahaibi

Abstract read
In one paragraph

Article in Frontiers in medicine, 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

8 authors.

Shahd Al-GhawiCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.
Maryam AlwahaibiCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.
Fatema AlajaimiCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.
Mohammed Al-BadiCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.
Hoor AlhabsiCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.
Maria Al AzriCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.
Sanjay JajuCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.
Nasar AlwahaibiCollege of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Bullying in medical education negatively affects student wellbeing, learning engagement, and the educational climate. This study examined the prevalence, forms, impacts, and associated factors of bullying among medical students at a Middle Eastern university. Methods: A cross-sectional online survey was conducted among 288 medical students between October and December 2024 using a validated questionnaire capturing sociodemographic characteristics and bullying experiences. Descriptive statistics, chi-square tests with Benjamini-Hochberg correction, and binary logistic regression were applied. Results: Bullying prevalence was 11.5% (95% CI: 8.0-15.7). Classmates were the most frequently reported perpetrators (87.9%), and verbal bullying was the predominant form (90.9%), most commonly occurring in classroom settings. Appearance and personal characteristics were commonly cited perceived triggers. Reported consequences included disengagement from learning activities (42.4%) and low mood (30.3%). Logistic regression indicated a potential association between personal mobile data use and bullying exposure (OR = 0.387, 95% CI: 0.159-0.944, Conclusion: Although prevalence was relatively modest, the findings highlight bullying as a concern for educational quality and student wellbeing. The study provides baseline evidence to inform institutional prevention strategies, reporting mechanisms, and support initiatives aimed at providing safer and more inclusive learning environments in medical education.

Indexed as

bullyinghealthcare professions educationlearning environmentmedical studentsstudent wellbeing

Identifiers

PMID41859154
PMCPMC12995646

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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.