Evidence map›Paper›PMID 41168873›Full record

ArticleBMC psychology2025

Emoji or real emotions? The effect of digitalization on the quality of life through social media addiction - a multigroup SEM analysis, moderated by positive and negative affect.

Daniela-Elena Lițan

Abstract read
In one paragraph

Article in BMC psychology, 2025. 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
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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

1 author.

Daniela-Elena LițanDepartment of Psychology, West University of Timișoara, Timișoara, Romania. daniela.litan@e-uvt.ro.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study examines how positive and negative affect moderate the relationship between social media addiction and quality of life, focusing on gender differences. It brings novelty by addressing these mechanisms in a culturally underrepresented context, Romanian adults, and integrates emotional regulation into the assessment of digital well-being.

methodsData were collected via an online questionnaire from a sample of Romanian adults. Quality of life was modeled as a latent construct encompassing five dimensions: material and physical well-being, relationships with others, social and civic activities, personal development, and recreation. Multigroup Structural Equation Modeling (SEM) was employed to examine moderation effects across men and women.

resultsThe findings show that negative affect amplifies the detrimental impact of social media addiction on quality of life, while positive affect has a protective role. These effects are present in both genders but differ in intensity, with men showing stronger vulnerability to negative affect and women benefiting less from positive affect.

conclusionThe study highlights the importance of emotional regulation and gender-sensitive approaches when addressing social media addiction. The findings provide evidence-based directions for developing personalized interventions aimed at enhancing positive affect and improving emotional coping strategies to mitigate the negative consequences of excessive social media use.

Indexed as

AffectBehavior, AddictiveEmotional RegulationEmotionsInternet Addiction DisorderQuality of LifeSocial MediaAdultFemaleHumansLatent Class AnalysisMaleMiddle AgedRomaniaSex FactorsSurveys and QuestionnairesMultigroup SEMNegative affectPositive affectQuality of lifeSocial media addiction

Identifiers

PMID41168873
PMCPMC12574170

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.