Evidence map›Paper›PMID 40405706›Full record

ArticleMedical education online2025

Validation of the academic misconduct questionnaire: exploring predictors of student misconduct.

Ana Cristina Veríssimo, Joselina Barbosa, Milton Severo, Paula Mena Matos, Pedro Oliveira, Laura Ribeiro

Abstract readValidation Study
In one paragraph

Article in Medical education online, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Ana Cristina VeríssimoDepartment of Public Health and Forensic Sciences and Medical Education, Medical Education Unit, Faculty of Medicine, University of Porto, Porto, Portugal.ORCID 0000-0002-1325-1410
Joselina BarbosaFaculty of Medicine, University of Porto, Porto, Portugal.ORCID 0000-0002-1854-1572
Milton SeveroInstitute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal.ORCID 0000-0002-5787-4871
Paula Mena MatosFaculty of Psychology and Education Sciences, University of Porto, Porto, Portugal.ORCID 0000-0001-5763-8070
Pedro OliveiraInstitute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal.ORCID 0000-0002-2470-0795
Laura RibeiroDepartment of Public Health and Forensic Sciences and Medical Education, Medical Education Unit, Faculty of Medicine, University of Porto, Porto, Portugal.ORCID 0000-0003-1181-9217

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Multiple instruments have been used to assess academic misconduct, yet robust psychometric evidence has been reported only for a few. This study aims to determine the validity and dimensionality of a novel Academic Misconduct Questionnaire (AMQ) and to explore differences between students who engage in distinct misbehaviours. A diverse sample of health and non-health students replied to the AMQ. Exploratory and confirmatory factor analyses were conducted using two subsamples. Predictive models were computed for the AMQ and its dimensions. The questionnaire showed good validity and reliability, revealing eight dimensions related to Cheating during (two forms) and prior Exams, Plagiarism, Fraud in Academic Work, Impersonation (assessment), Signature Forgery in attendance sheets and Not Reporting peer misconduct. The predictors of student engagement in each form of misconduct differed, except for perceiving greater peer fraud, which increased the propensity for all misbehaviours. Perceiving higher sanctions reduced the propensity to engage in most forms, while gender played a role in half of them. First-year students were more likely to Not Reporting peer misconduct and less likely to disclose Fraud in Academic Work and Signature Forgery than those in more advanced years. Health students scored higher in most misbehaviours, especially compared to Economics/Law, Social Sciences and Arts/Humanities, while the latter two disclosed higher Signature Forgery. This study proposes a valid instrument to assess academic misconduct in university students. The predictive models helped to better understand differences between students who engaged in distinct misbehaviours, enabling more targeted interventions.

Indexed as

Professional MisconductStudentsAdultFemaleHumansMalePlagiarismPsychometricsReproducibility of ResultsSurveys and QuestionnairesYoung Adultacademic integrityacademic misconduct questionnairehealth and non-health studentshigher educationValidation study

Identifiers

PMID40405706
PMCPMC12107647

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.