Evidence map›Paper›PMID 41377082›Full record

ArticleFrontiers in psychology2025

Study on the influence mechanism of internet risks on the development risks of Chinese adolescents: the mediating role of digital dependence and the moderating role of digital skills.

Shan Lv, Yue Hong, Yiyu Huang

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Shan LvSchool of Literature and Media, Dongguan University of Technology, Dongguan, China.
Yue HongWuhan Municipal Institute of Public Administration, Wuhan, China.
Yiyu HuangSchool of Literature and Media, Dongguan University of Technology, Dongguan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: For the adolescent group who have grown up alongside the Internet, participating in digital life has become an important part of their daily practices. However, persistent negative online content exposure, interaction experiences and participation in online risky behaviors significant exacerbate adolescents' developmental risks. This study examined how online content risks, interaction risks, and behavioral risks relate to adolescents' developmental risks, and whether digital dependence mediates these effects and digital skills moderate them. Methods: This cross-sectional study was conducted in 2025 among students from five schools in Y and H provinces, China, including one primary school, one junior high school, one senior high school, one junior college, and one university. 899 students (51.4% girls), aged 10-19 (M Results: Online content risks, interaction risks, and behavioral risks exert significant positive effects on the digital developmental risks of Chinese adolescents. Furthermore, digital dependence significantly mediated the effects of the three online risks on adolescents' developmental risks related to alienation from reality. Finally, enhanced digital skills mitigated the positive effect of behavioral risks on digital developmental risks. In addition, the control variables of age, educational level, health status, and economic level were all significant predictors of digital developmental risks. Conclusion: The results suggest that adolescents' developmental risks are closely linked to their online experiences, digital dependence, and digital skills. Targeted efforts to reduce harmful online exposure, curb excessive Internet reliance, and strengthen digital competencies may effectively mitigate risks of alienation from reality. Additionally, targeted monitoring and intervention efforts should prioritize those who are older adolescents, have lower educational attainment, are in poorer physical health, or come from economically disadvantaged households.

Indexed as

development risksdigital dependencedigital skillsonline behavioral risksonline content risksonline interaction risks

Identifiers

PMID41377082
PMCPMC12687557

What OpenQuestion holds

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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 OpenQuestion graph.