Evidence map›Paper›PMID 41014221›Full record

ArticleBrain and behavior2025

The Impact of Late Adolescents' Social Network Strength on Mental Health.

Jin Seok Oh, Jong Gab Ho, Jin-Hyuck Park

Abstract read
In one paragraph

Article in Brain and behavior, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

3 authors.

Jin Seok OhSoonchunhyang Exceptional Children Institute, Soonchunhyang University, Asan, South Korea.ORCID https://orcid.org/0000-0003-2301-5259
Jong Gab HoSoonchunhyang Exceptional Children Institute, Soonchunhyang University, Asan, South Korea.ORCID https://orcid.org/0000-0003-0345-174X
Jin-Hyuck ParkSoonchunhyang Exceptional Children Institute, Soonchunhyang University, Asan, South Korea.ORCID https://orcid.org/0000-0002-0222-8901

Funding

National Research Foundation of Korea
6 · The paper itself

Abstract

purposeThis study examined how social network strength (i.e., the intensity and frequency of interactions within one's personal network, assessed using centrality measures such as degree, closeness, betweenness, and eigenvector centrality) affects mental health.

methodsThe study was conducted with 108 first-year university students. Data were collected using a structured questionnaire, and NetMiner 4.0 was employed to analyze degree centrality, closeness centrality, betweenness centrality, and eigenvector centrality as indicators of social network centrality. Additionally, Quadratic Assignment Procedure (QAP) correlation analysis and QAP regression analysis were conducted to assess the relationship between social network strength and mental health.

resultsThe study found that stronger social networks were linked to better mental health in late adolescence. Specifically, higher social network centrality was associated with lower levels of hopelessness and depression. QAP correlation analysis revealed that hopelessness had a significant negative correlation with in-closeness centrality (which reflects how easily one can be reached by others within the network) (r = -0.252, p < 0.05), while depression was negatively correlated with in-degree centrality (the number of direct incoming connections from peers) (r = -0.233, p < 0.05), in-closeness centrality (r = -0.256, p < 0.05), and eigenvector centrality (a measure of how well a person is connected to popular or influential members of the network) (r = -0.291, p < 0.01). QAP regression analysis further confirmed that weaker social ties, indicated by higher out-closeness centrality (how easily one can reach others, especially those at a distance), were associated with higher depressive symptoms (adj. R

conclusionStronger social networks in late adolescence are associated with better mental health, highlighting the importance of social connections. While correlational findings suggest general links between centrality and emotional well-being, the regression results underscore specific predictors with practical implications. In-degree, in-closeness, and eigenvector centrality were associated with reduced depressive symptoms, indicating that being well-integrated within a social network may offer protective benefits. In contrast, high out-closeness centrality predicted increased depression, suggesting that the effort required to maintain outward-reaching connections may impose psychological burdens. These findings suggest that targeted interventions should focus on strengthening inward social integration while addressing the stress related to maintaining extensive outward connections, providing direction for more effective youth mental health strategies.

Indexed as

Mental HealthSocial NetworkingSocial SupportAdolescentDepressionFemaleHumansInterpersonal RelationsMaleStudentsSurveys and QuestionnairesYoung Adultlate adolescentsmental healthsocial network analysissocial network strength

Identifiers

PMID41014221
PMCPMC12475997

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.