Evidence map›Paper›PMID 39230735›Full record

ArticleSocial psychiatry and psychiatric epidemiology2025

Clarifying the relationship between insecure attachment and problematic social media use across platforms: a network analysis.

Xujia Bai, Yuhong Zhou, Xin Lv, Jiayu Li, Ling Wang, Xuemei Gao

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In one paragraph

Article in Social psychiatry and psychiatric epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Xujia BaiFaculty of Psychology, Southwest University, Chongqing, China.
Yuhong ZhouFaculty of Psychology, Southwest University, Chongqing, China.
Xin LvFaculty of Psychology, Southwest University, Chongqing, China.
Jiayu LiFaculty of Psychology, Southwest University, Chongqing, China.
Ling WangSchool of General Education, Chongqing Vocational Institute of Engineering, Chongqing, China.
Xuemei GaoPsychological Research and Consultation Center, Southwest Jiaotong University, Chengdu, China. zhenggao@swu.edu.cn.

Funding

Chongqing Research Program of Basic Research and Frontier Technology cstc2018jcyjAX0480Fundamental Research Funds for the Central Universities Grant No. SWU1909226National Social Science Fund of China Grant No. 19BSH112
6 · The paper itself

Abstract

backgroundDespite evidence suggesting that insecure attachment is a significant risk factor for Problematic Social Media Use (PSMU), there remains a lack of comprehensive studies exploring this relationship, and a unified understanding of its role has yet to be established.

methodsWe employed network analysis to construct an integrated model for examining the complex interrelations between negative emotions, trait and state attachment, motives, and PSMU across three platforms (i.e., WeChat, Sina Weibo, and TikTok), as well as for identifying potential mediating variables between attachment and PSMU. Data were collected from 685 young adults via online self-reported questionnaires.

resultsWe found that negative emotions are positively correlated with insecure trait and state attachment but have a negligible direct relationship with PSMU. The conformity motive and state attachment security emerged as important central nodes when measured by strength, closeness, and betweenness. Moreover, attachment states and motives were found to be clustered. Such strong interrelationships were also evident between insecure attachment and PSMU, while trait attachment anxiety and avoidance were observed to be related to PSMU across various platforms.

conclusionsOur findings promote a deeper understanding of the relationship between insecure attachment and PSMU from a cross-platform perspective and offer novel insights into the mechanisms underlying their co-occurrence, which may guide the development of effective interventions for healthier social media engagement.

Indexed as

Internet Addiction DisorderObject AttachmentSocial MediaAdolescentAdultEmotionsFemaleHumansMaleMotivationSelf ReportSurveys and QuestionnairesYoung AdultInsecure attachmentMotivesNegative emotionsNetwork analysisProblematic social media use

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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.