Evidence map›Paper›PMID 42339356›Full record

ArticleFrontiers in nutrition2026

Examining the relationship between problematic social media use and caffeine use disorder in the context of physical activity: a cross-sectional moderation study among university students.

Bekir Erhan Orhan, Buket Karadağ, Walaa Jumah Alkasasbeh, Adam Tawfiq Amawi

Abstract read
In one paragraph

Article in Frontiers in nutrition, 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. Review
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

4 authors.

Bekir Erhan OrhanFaculty of Sports Sciences, Istanbul Aydın University, Istanbul, Türkiye.
Buket KaradağFaculty of Education, Istanbul Aydın University, Istanbul, Türkiye.
Walaa Jumah AlkasasbehDepartment of Physical Education, School of Sports Sciences, The University of Jordan, Amman, Jordan.
Adam Tawfiq AmawiDepartment of Movement Sciences and Sports Training, School of Sports Sciences, The University of Jordan, Jordan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Problematic social media use (PSMU) and caffeine use disorder (CUD), a behavioral pattern without formal diagnostic status and a DSM-5 condition listed for further study, respectively, share phenomenological features (tolerance, withdrawal, compulsive engagement) that make their statistical co-occurrence among young adults theoretically plausible and warrant joint empirical examination. Yet the potential moderating role of lifestyle factors such as physical activity remains largely unexplored. This study examined the relationship between problematic social media use, hereafter termed social media addiction (SMA), and caffeine use disorder (CUD) among university students, and determined whether physical activity (PA) level moderates this relationship. Methods: A cross-sectional correlational survey design was employed. Data were collected online from 408 Turkish university students (59.1% women; Results: A statistically significant small-to-moderate positive correlation emerged between SMA and CUD ( Discussion: These cross-sectional findings suggest that PSMU and CUD co-occur to a modest but detectable degree among university students, and that habitual PA neither attenuates nor amplifies this association. Given the modest effect sizes and the design, implications for screening and intervention are discussed cautiously and treated as hypothesis-generating for prospective and experimental work.

Indexed as

behavioural addictioncaffeine use disorderphysical activityproblematic social media usesocial media addictionuniversity students

Identifiers

PMID42339356
PMCPMC13283883

What Socratic holds

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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 Socratic graph.