Evidence map›Paper›PMID 41536822›Full record

ArticleAIMS public health2025

A link between problematic social media use and mental health in Greece: Sex and generation differences.

Polyxeni Mangoulia, Aglaia Katsiroumpa, Zoe Katsiroumpa, Evmorfia Koukia, Parisis Gallos, Ioannis Moisoglou, Petros Galanis

Abstract read
In one paragraph

Article in AIMS public health, 2025. 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. 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

7 authors.

Polyxeni MangouliaLaboratory Nursing Counselling and Psychoeducation of Patients and Caregivers, Faculty of Nursing, National and Kapodistrian University of Athens, Athens, Greece.
Aglaia KatsiroumpaClinical Epidemiology Laboratory, Faculty of Nursing, National and Kapodistrian University of Athens, Athens, Greece.
Zoe KatsiroumpaClinical Epidemiology Laboratory, Faculty of Nursing, National and Kapodistrian University of Athens, Athens, Greece.
Evmorfia KoukiaLaboratory Nursing Counselling and Psychoeducation of Patients and Caregivers, Faculty of Nursing, National and Kapodistrian University of Athens, Athens, Greece.
Parisis GallosFaculty of Nursing, University of West Attica, Athens, Greece.
Ioannis MoisoglouFaculty of Nursing, University of Thessaly, Larissa, Greece.
Petros GalanisLaboratory Nursing Counselling and Psychoeducation of Patients and Caregivers, Faculty of Nursing, National and Kapodistrian University of Athens, Athens, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Our study aimed to evaluate the association between problematic social media use and mental health. Additionally, we examined sex and generation differences. We performed a cross-sectional study in Greece using a convenience sample. Participants were divided into three generational cohorts: Generation Z (born 1997-2012), Millennials (born 1981-1996), and Generation X (born 1965-1980). To evaluate problematic social media use, we employed the Bergen Social Media Addiction Scale. Anxiety and depression were measured using the Patient Health Questionnaire-4, and the sleep quality was assessed with the Sleep Quality Scale. We developed multivariable linear regression models to control for confounding variables. Our findings revealed a positive correlation between problematic social media use and anxiety, which was unaffected by sex or generation. Additionally, a positive link was found between problematic social media use and depression, with a stronger association observed in Generation Z and Millennials. Moreover, our multivariable models indicated a negative relationship between problematic social media use and sleep quality, which was more pronounced among males and Millennials. In summary, our results underscore the link between problematic social media use and mental health issues. Policymakers, stakeholders, and healthcare professionals should devise and implement suitable interventions to mitigate the adverse effects of problematic social media use.

Indexed as

anxietydepressiongenerationsexsleep qualitysocial media

Identifiers

PMID41536822
PMCPMC12795777

What Socratic holds

Textmetadata
LicenceCC BY
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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.