Evidence map›Paper›PMID 41860748›Full record

ArticleJournal of community health2026

Patterns and Correlates of Co-occurring Smoking, Alcohol Use, Gambling, and High Internet Use Among University Students: A Cross-Sectional Study in Türkiye.

Ahmet Burak Avcu, Sena Nur Gündoğdu, Merve Sülü, Cengiz Çağdaş Kekilli, Gülseda Boz, Ayşe Baran, Metin Fikret Genç

Abstract read
In one paragraph

Article in Journal of community health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Ahmet Burak AvcuDepartment of Public Health, Inonu University School of Medicine, Malatya, Türkiye. burak.avcu@inonu.edu.tr.ORCID http://orcid.org/0009-0007-8240-3928
Sena Nur GündoğduDepartment of Public Health, Inonu University School of Medicine, Malatya, Türkiye.ORCID http://orcid.org/0009-0006-5201-7164
Merve SülüDepartment of Public Health, Inonu University School of Medicine, Malatya, Türkiye.ORCID http://orcid.org/0009-0006-3938-6942
Cengiz Çağdaş KekilliDepartment of Psychiatry, Nassau University Medical Center, East Meadow, NY, USA.ORCID http://orcid.org/0009-0003-4494-0918
Gülseda BozDepartment of Public Health, Inonu University School of Medicine, Malatya, Türkiye.ORCID http://orcid.org/0000-0003-1959-0226
Ayşe BaranDepartment of Public Health, Inonu University School of Medicine, Malatya, Türkiye.ORCID http://orcid.org/0000-0002-0591-2936
Metin Fikret GençDepartment of Public Health, Inonu University School of Medicine, Malatya, Türkiye.ORCID http://orcid.org/0000-0002-6244-0517

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

University life may facilitate multiple addictive behaviors that tend to cluster rather than occur in isolation. The aim of this study was to estimate the prevalence and co-occurrence patterns of daily cigarette smoking, past-30-day alcohol use, gambling, and high daily internet use, and to evaluate their sociodemographic and behavioral associations among undergraduate students in Türkiye. This cross-sectional study was conducted at Inonu University (Malatya, Türkiye) between February-May 2024. Using stratified random sampling, n = 366 students were included. Outcomes were daily smoking, past-30-day alcohol use, past-year gambling, and high daily internet use (≥ 5 h/day). Analysis included UpSet framework for co-occurrence and logistic regression models. A Firth-penalized model assessed smoking factors. Prevalence was 39.1% for high internet use, 30.1% for daily smoking, 22.1% for gambling, and 7.7% for alcohol use. Overall, 59.0% reported at least one behavior, 27.6% reported ≥ 2, and 10.4% reported ≥ 3; the most common triple combination was high internet use, smoking, and gambling (6.3%). Male sex was associated with smoking (adjusted odds ratio [aOR] = 3.19) and gambling (aOR = 5.95). Smoking was independently associated with alcohol use (aOR = 5.34) and gambling (aOR = 2.25). High internet use was associated with highest family income (aOR = 2.81), alcohol (aOR = 2.54), and gambling (aOR = 2.73). Peer smoking showed an association with daily smoking (aOR = 17.25 for 2-3 friends vs. none). Risk behaviors are common and frequently cluster, particularly internet use, smoking, and gambling. These findings support integrated campus prevention and screening strategies that address multiple behaviors simultaneously rather than in isolation.

Indexed as

Alcohol DrinkingGamblingInternet UseSmokingStudentsAdolescentAdultCross-Sectional StudiesFemaleHumansMalePrevalenceUniversitiesYoung AdultAddictive behaviorsAlcoholGamblingSmokingUniversity students

Identifiers

PMID41860748
PMCPMC13249695

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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.