Evidence map›Paper›PMID 39927217›Full record

ArticleFrontiers in psychology2025

Screens and scars: SEM analysis of the relationship between childhood trauma, emotion regulation, and social media addiction.

Nurten Elkin, Ashifa Kariveliparambil Mohammed Ashraf, Oğuzhan Kılınçel, Şenay KılınçeL, Maharshi Ranganathan, Aslıhan Kübra Sakarya, Ayşe Mücella Soydan

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 2 pooled it
–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

6 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
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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.

Nurten ElkinFaculty of Health Sciences, Istanbul Gelisim University, Istanbul, Türkiye.
Ashifa Kariveliparambil Mohammed AshrafFaculty of Health Sciences, Istanbul Gelisim University, Istanbul, Türkiye.
Oğuzhan KılınçelFaculty of Health Sciences, Istanbul Gelisim University, Istanbul, Türkiye.
Şenay KılınçeLSakarya Child and Adolescent Psychiatry Institute, Sakarya, Türkiye.
Maharshi RanganathanDepartment of Psychology, Christ University, Bangalore, India.
Aslıhan Kübra SakaryaFaculty of Health Sciences, Istanbul Gelisim University, Istanbul, Türkiye.
Ayşe Mücella SoydanFaculty of Health Sciences, Istanbul Gelisim University, Istanbul, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Addiction is an increasingly significant global public health concern, affecting individuals across diverse age groups and demographics. With the rapid rise of digital technology, social media addiction has emerged as a growing behavioral issue, impacting mental health, interpersonal relationships, and daily functioning. Methods: This study employed an online cross-sectional self-report questionnaire, with university students aged 16-35 years as the target population. Data were collected using Google Forms questionnaires, accessible via the university registration system, and sent to the participating students' smart phones. The data collection instruments included the Social Media Addiction Scale (SMAS), the Childhood Trauma Scale (CTS), and the Difficulty in Emotion Regulation Scale (DERS). Results: Data from 318 university students were analyzed. The analysis of sociodemographic data revealed a mean participant age of 21.2 years, with 87.3% being female. An analysis of the relationship between social media addiction and childhood trauma revealed that participants with childhood trauma had higher social media addiction. The linear regression model, including childhood traumas and emotion regulation difficulties for social media addiction scores, was statistically significant. A positive correlation was observed between social media addiction and difficulty in emotion regulation. Conclusion: These findings suggest that individuals who struggle with emotion regulation tend to use social media more frequently. Furthermore, the negative effects of childhood trauma on emotion regulation capabilities during adulthood contribute to the development of social media addiction.

Indexed as

addictionchildhood traumaemotion regulationSEM analysissocial media

Identifiers

PMID39927217
PMCPMC11802521

What OpenQuestion 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 OpenQuestion graph.