Evidence map›Paper›PMID 40549950›Full record

SynthesisJournal of behavioral addictions2025

Childhood maltreatment and problematic smartphone use: A multilevel, meta-analytic review.

Ying Ye, Ningzhe Zhu, Jiahe Su, Jingjing Zhao, Feng Kong

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Journal of behavioral addictions, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

5 authors.

Ying YeShaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology, Shaanxi Normal University, Xi'an, China.
Ningzhe ZhuShaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology, Shaanxi Normal University, Xi'an, China.
Jiahe SuShaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology, Shaanxi Normal University, Xi'an, China.
Jingjing ZhaoShaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology, Shaanxi Normal University, Xi'an, China.
Feng KongShaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology, Shaanxi Normal University, Xi'an, China.ORCID 0000-0002-5571-3994

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and aims: Problematic smartphone use (PSU), characterized by excessive and compulsive engagement with smartphones, is significantly shaped by the family environment. Recent studies have shown that childhood maltreatment (CM) is associated with increased PSU. Despite this growing recognition, comprehensive, quantitative evaluations of this connection remain scarce. The present meta-analysis aims to synthesize existing quantitative evidence on the relationship between PSU and CM. Methods: We systematically searched databases including Web of Science, ProQuest, PubMed, Elsevier ScienceDirect, PsycINFO, Wanfang, China National Knowledge Infrastructure, and Weipu for studies published up to March 1, 2025. Eligible papers were quantitative, peer-reviewed studies that allowed statistical calculation of the relationship between PSU and CM. Results: Across 51 studies (99 effect sizes), a moderate positive correlation was found between CM and PSU (r = 0.264, 95% CI [0.226, 0.301], p < 0.001). Notably, as age increases, the impact of physical and sexual abuse on individuals appears to diminish, whereas this age-related effect was not observed for other forms of maltreatment. No significant moderating effects were observed for maltreatment type, measurement tools, study design, gender, sample type (college vs. non-college), or publication type. Discussion and Conclusions: The findings highlight the family environment's key role in PSU. Children who experience maltreatment require special attention to their smartphone usage, along with targeted interventions to address both the harms of maltreatment and excessive smartphone use.

Indexed as

Child AbuseInternet Addiction DisorderSmartphoneChildHumanschildhood maltreatmentproblematic smartphone usethree-level meta-analysis

Identifiers

PMID40549950
PMCPMC12231480

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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.