Evidence map›Paper›PMID 41040099›Full record

SynthesisFrontiers in psychology2025

The relationships among self-control, psychological resilience, and digital addiction in college students: a meta-analytic structural equation modeling.

Ziyang Zhao, Yaozhong Zhang, Yongqiang Ma, Azeem Obaid, Haidong Zhu

Erratum issuedAbstract readSystematic Review
In one paragraph

Synthesis in Frontiers in psychology, 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 3 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 2 pooled it
–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

3 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Ziyang Zhao *Normal College of Shihezi University, Xinjiang, China.
Yaozhong Zhang *Normal College of Shihezi University, Xinjiang, China.
Yongqiang MaNormal College of Shihezi University, Xinjiang, China.
Azeem ObaidNormal College of Shihezi University, Xinjiang, China.
Haidong ZhuNormal College of Shihezi University, Xinjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Digital addiction adversely affects the physical and mental well-being of college students. Comprehensive studies demonstrate that self-control has an inhibitory influence on digital addiction, with psychological resilience acting as a crucial mediating variable connecting self-control and digital addiction. Nevertheless, meta-analytic evidence supporting this mediating role is limited. Materials and methods: A meta-analysis employing structural equation modeling was conducted to examine the influence of self-control on digital addiction among college students. It encompassed 84 research studies and a total sample of 60,966 participants. Results: The findings indicate that psychological resilience modulates the connection between self-control and digital addiction, whereas self-control significantly influences digital addiction. This data suggests that when individuals exert considerable self-control to manage scholastic constraints or social responsibilities, their psychological resources drastically deplete, resulting in heightened digital media consumption. Moreover, self-regulated behaviors bolster psychological resilience by fostering a collection of good experiences, thereby diminishing escapist reliance on digital media. Conclusion: These findings elucidate the mediating process between self-control and digital addiction in college students, offering new intervention options and enhancing research on restricted self-control theory. Systematic review registration: https://doi.org/10.17605/OSF.IO/DUZQM.

Indexed as

digital addictionmediating effectmeta-analysispsychological resilienceself-control

Identifiers

PMID41040099
PMCPMC12483867

What OpenQuestion holds

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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.