Evidence map›Paper›PMID 40861350›Full record

ArticleFrontiers in psychology2025

The relationship between online risk exposure and depression among college students: the multiple mediating effects of emotional security and Suppress Happiness.

Haihong Wang, Shang Zhang, Xiaoxia Feng, Lan Jiang, Jinglin Li, Yuhong Gong, Zihan Jiang, Xinfa Yi

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 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

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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

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

8 authors.

Haihong WangMental Health Education Center, Northwest University, Xi'an, China.
Shang ZhangFaculty of Education, Shaanxi Normal University, Xi'an, China.
Xiaoxia FengSchool of Foreign Studies, Xi'an Medical University, Xi'an, China.
Lan JiangCollege of Humanities & Arts, Xi'an International University, Xi'an, China.
Jinglin LiKey Laboratory of Modern Teaching Technology, Ministry of Education of China, Shaanxi Normal University, Xi'an, China.
Yuhong GongFaculty of Education, Shaanxi Normal University, Xi'an, China.
Zihan JiangFaculty of Education, Shaanxi Normal University, Xi'an, China.
Xinfa YiKey Laboratory of Modern Teaching Technology, Ministry of Education of China, Shaanxi Normal University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The relationship between online risk exposure and depression among college students has aroused great attention in academic and educational circles. This study constructs a structural equation model to examine the role of emotional security and Suppress Happiness in the relationship between online risk exposure and depression among college students. Methods: A total of 986 Chinese college students (M = 19.74 years old, 64.6% female) participated in an online survey on online risk exposure scale, emotional security questionnaire, Suppress Happiness scale and depression scale. Descriptive analysis, correlation analysis, stepwise regression analysis, and structural equation modeling analysis were performed on the collected data. Results: Online risk exposure positively correlates with suppressed happiness and depression, but negatively with emotional security. Emotional security, in turn, negatively relates to suppressed happiness and depression. Emotional security (standardized indirect effect = 0.030, 95% CI: 0.011-0.064) and Suppress Happiness (standardized indirect effect = 0.112, 95% CI: 0.082-0.154) mediated the relationship between online risk exposure and depression, and they (standardized indirect effect = 0.008, 95% CI: 0.003-0.018) also had a serial mediating effect. Conclusion: Online risk exposure can not only directly trigger depression among college students, but also indirectly induce depression by enhancing emotional insecurity and Suppress Happiness, along with their chain-mediated effects. This study provides the theoretical basis and practical guidance for college students in the Internet era to reduce online risk exposure, prevent and treat depression.

Indexed as

college studentsdepressionemotional securityOnline risk exposureSuppress Happiness

Identifiers

PMID40861350
PMCPMC12370633

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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.