Evidence map›Paper›PMID 41987315›Full record

ArticleBMC psychology2026

Relationships between smartphone overdependence, self-concept, and mental health among Korean adolescents: Structural equation modelling.

Mi-Young Choi, Ju-Yeon Uhm

Abstract read
In one paragraph

Article in BMC psychology, 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

2 authors.

Mi-Young ChoiCollege of Nursing and Research Institute of Nursing Science, Chungbuk National University, Chungdae-ro 1, Seowon-Gu, Cheongju, Chungbuk, 28644, Republic of Korea.ORCID http://orcid.org/0000-0002-9564-4161
Ju-Yeon UhmDepartment of Nursing, Pukyong National University, 45, Yongso-ro, Busan, 48513, Republic of Korea. jyuhm@pknu.ac.kr.ORCID http://orcid.org/0000-0002-0561-9756

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn recent years, Korean adolescents have experienced a decline in the quality of their social relationships due to increased social media usage and screen time, which have been associated with various adverse effects on their mental health. Accordingly, developing effective strategies to prevent and address mental health issues among this population is imperative. This study aims to test a hypothetical model that elucidates the factors influencing the mental health of Korean adolescents. We hypothesized that smartphone overdependence would negatively affect self-concept, which in turn would influence mental health, indicating a mediating role of self-concept.

methodsThis cross-sectional study involved 328 students (39.9% middle school and 60.1% high school) from Incheon Metropolitan City, South Korea. Data were collected via an online survey between October and November 2020, assessing smartphone overdependence, self-concept, and mental health. The model was tested using structural equation modeling.

resultsThe hypothesized model demonstrated a good fit to the data (χ²/df = 2.562, GFI= 0.967, AGFI= 0.928, CFI = 0.975, TLI = 0.956, SRMR= 0.034, and RMSEA = 0.069). Of the four hypothesized paths, three were supported. Smartphone overdependence exerted an indirect effect on mental health through the mediating role of self-concept, whereas self-concept had a direct effect on mental health. Overall, the structural equation model accounted for 87.0% of the variance in mental health, indicating strong explanatory power of smartphone overdependence and self-concept.

conclusionsThis structural equation model can serve as a comprehensive theoretical framework to explain the relationships among smartphone overdependence, self-concept, and mental health in Korean adolescents. The study findings provide empirical evidence that can inform the development of targeted strategies to promote mental health within this population.

Indexed as

Mental HealthSelf ConceptSmartphoneAdolescentCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleRepublic of KoreaAdolescentMental healthSmartphoneStructural equation modelling

Identifiers

PMID41987315
PMCPMC13217806

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.