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Record W7119999076 · doi:10.64252/hta59y60

Awareness Of Vaping Health Risks Among High School Students In Medina, Saudi Arabia – A Cross-Sectional Study

2025· article· W7119999076 on OpenAlexaboutno aff
Aisha A Hagag, Hessah Sh Almutairi, Samah M Albarkani, Sukainh M Almukhtar, Samaher M Alsaiari, Eman A Almohamdi, Manal H Koura, Osama R Shahin, Abeer Abu Zaid

Bibliographic record

VenueInternational Journal of Environmental Sciences · 2025
Typearticle
Language
FieldMedicine
TopicSmoking Behavior and Cessation
Canadian institutionsnot available
Fundersnot available
KeywordsSocial mediaQuarter (Canadian coin)Microsoft excelDescriptive statisticsPublic healthComputer-assisted web interviewingStatistical analysis

Abstract

fetched live from OpenAlex

Background: In recent years, electronic cigarettes have become increasingly widespread among teenagers. These battery-operated devices, commonly referred to as e-cigarettes or vapes, deliver nicotine and/or other chemicals to users in the form of an aerosol. Aim: This study aimed to assess the awareness of vaping health risks among high school students in Medina, Saudi Arabia. Method and design: The study is a descriptive, cross-sectional survey conducted in the Medina region of Saudi Arabia. An online questionnaire was distributed through social media from 19 February to 11 April 2024, targeting high school students. The survey was developed using Microsoft Forms and performed using an Arabic-language online structured questionnaire. The questionnaire included demographic data and inquiries about vaping knowledge, beliefs, and usage. Data were analysed using SPSS software. Descriptive statistics and relations between demographic factors and vaping awareness were assessed using cross tabulation and Chi-square/Fisher's Exact with significance set at P≤0.05. Results: Of the 326 participants aged 15 to 19 years, 83.1% (271 participants) knew/heard about e-cigarettes, with social media being the primary source of information for 64.9% of them. Among those who knew about e-cigarettes, only about 14.4% had tried them. Additionally, most participants who had tried e-cigarettes reported experiencing adverse symptoms, including dizziness and changes in appetite. Conclusion: This study was one of the first to evaluate high school students' awareness of e-cigarettes and vaping in Saudi Arabia. Most participants were aware of the health risks, primarily obtaining information from social media. About a quarter of those who knew about e-cigarettes had tried them, often experiencing negative symptoms like dizziness and appetite changes. The study emphasizes the need for health promotion programs to educate students about the dangers of e-cigarettes and advocates for comprehensive health education campaigns and stricter regulations to reduce future e-cigarette and tobacco use.

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)0.004
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 score0.005
Threshold uncertainty score0.980

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.051
GPT teacher head0.428
Teacher spread0.376 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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