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Record W4408935903 · doi:10.1177/00912174251329440

Prevalence and correlates of problematic pornography use among undergraduate medical students in Egypt

2025· article· en· W4408935903 on OpenAlexaboutno aff
Amany Elshabrawy Mohamed, Amira M. Youssef, Mohammad Gamal Sehlo, Eman S. Soliman, Abdallah Ibrahim

Bibliographic record

VenueThe International Journal of Psychiatry in Medicine · 2025
Typearticle
Languageen
FieldPsychology
TopicSexuality, Behavior, and Technology
Canadian institutionsnot available
FundersZagazig University
KeywordsPornographyAnxietyDepression (economics)PopularityClinical psychologyPsychologyPsychiatryAddictionMental healthQuarter (Canadian coin)MedicineSocial psychology

Abstract

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ObjectivePornography use can become addictive when a person loses control of watching sexual materials, such as sex graphic images and movies, and is unable to stop doing so despite negative consequences. Pornography addiction is a disorder that can impair mental health, behavior, and performance. The purpose of this study was to determine the prevalence and correlates of problematic pornography use among medical students in Egypt.MethodsThis cross-sectional study included 614 undergraduate medical students selected from each of the 6 academic years at a faculty of medicine in Egypt. The short version of the problematic pornography consumption scale (PPCS-6) was used to determine problem pornography use. Sociodemographic information and academic performance data were collected, and the Depression Anxiety Stress Scale-21 (DASS-21) was administered to assess depression, anxiety, and stress symptoms.ResultsNearly one-quarter (23.3%) of students had problematic pornography use. Problematic pornography use was associated with older age and male sex. Students with problematic pornography use reported fewer hours studying and had lower test scores in the previous year than those without problematic pornography use. Medical students with problematic pornography had significantly higher levels of depression, anxiety and stress symptoms compared to those without.ConclusionsProblematic pornography use is a common problem among medical students at a university in Egypt, is present in nearly one-quarter of students, and is significantly associated with older age, male sex, and depression, anxiety, and stress symptoms, as well as poorer academic performance.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.299

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.379
Teacher spread0.358 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2025
Admission routes1
Has abstractyes

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