Evidence map›Paper›PMID 41607466›Full record

ArticleFrontiers in endocrinology2025

The association of screen time with childhood obesity and metabolic status: a mediation analysis of cardiorespiratory fitness.

Jie Zhang, Bi-Lian Wang, Han Jin, Jia-Ying Gu, Jia-Hao Zhang, Guan-Fu Shou, Hui Wang, Ping-Ping Zhang, Li Li

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 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

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. Trial
  2. 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

9 authors.

Jie ZhangDepartment of Endocrinology and Metabolism, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Bi-Lian WangNingbo Art Experimental School, Ningbo, Zhejiang, China.
Han JinDepartment of Endocrinology, The Second Hospital of Jiaxing, Jiaxing, Zhejiang, China.
Jia-Ying GuDepartment of Endocrinology and Metabolism, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Jia-Hao ZhangHangzhou Qingwu Health Management Limited Company, Hangzhou, Zhejiang, China.
Guan-Fu ShouNingbo Art Experimental School, Ningbo, Zhejiang, China.
Hui WangDepartment of Maternal and Child Health, School of Public Health, Peking University, Beijing, China.
Ping-Ping ZhangDepartment of Endocrinology and Metabolism, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.
Li LiDepartment of Endocrinology and Metabolism, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Childhood obesity and metabolic disorders are increasingly drawing global attention due to their long-term associations with chronic metabolic diseases. Excessive screen time is a key contributor to obesogenic behavior and is associated with unfavorable metabolic outcomes. This study aimed to analyze the relationships between screen time and obesity-related metabolic indicators in children and to explore the mediating role of cardiorespiratory fitness (CRF). Methods: Baseline data were drawn from the OptiChild study, involving 1,286 third-grade students in Ningbo, China. Anthropometric measurements, body composition, blood pressure, and fasting blood samples were collected. CRF was assessed using the 20-meter shuttle run test. Screen time, physical activity, and diet quality were assessed through questionnaires. Generalized linear mixed models were employed to analyze the associations, and mediation analysis was performed using bootstrap resampling. Results: After adjusting for sex, age, maternal education level, physical activity and diet, higher screen time was significantly associated with increased visceral fat area (VFA) (β = 0.029, P = 0.009), body fat mass index (BFMI) (β = 0.109, P = 0.017), body fat percentage (BFP) (β = 0.469, P = 0.010), but decreased high-density lipoprotein cholesterol (HDL-C) (β = -0.014, P = 0.038). Mediation analysis indicated that CRF explained 66.6% of the association between screen time and VFA (P<0.05), 67.5% with BFMI (P = 0.014), 65.1% with BFP (P = 0.006), and 22.6% with HDL-C (P = 0.026). Conclusion: In Chinese children, lower screen time was associated with more favorable obesity-related profiles, with CRF playing as a significant mediator in this association.

Indexed as

Cardiorespiratory FitnessMetabolic DiseasesPediatric ObesityScreen TimeBody CompositionBody Mass IndexChildChinaCross-Sectional StudiesExerciseFemaleHumansMaleMediation Analysiscardiorespiratory fitnesschildrenmediation effectobesityscreen time

Identifiers

PMID41607466
PMCPMC12834736

What Socratic 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 Socratic graph.