Evidence map›Paper›PMID 42755526›Full record

ArticleFrontiers in psychiatry2026

Physical exercise and social media addiction among adolescents: a chain mediation analysis of cognitive flexibility and negative attention bias.

Jie Luo, Shiqi Long, Yuhan Chen, Mengting Pan, Yang Liu, Xiaodi Ma, Jianzhang Luo

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Jie Luo *College of Physical Education of CDU, Chengdu University, Chengdu, China.
Shiqi Long *School of Physical Education and Arts, Hunan University of Medicine, Huaihua, China.
Yuhan Chen *Jishou University, Jishou, China.
Mengting PanSouthwest University, Chongqing, China.
Yang LiuJishou University, Jishou, China.
Xiaodi MaHeilongjiang University of Chinese Medicine, Harbin, China.
Jianzhang LuoSchool of Physical Education and Arts, Hunan University of Medicine, Huaihua, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and objectives: Physical Exercise (PE) is associated with multiple aspects of adolescent psychological and cognitive functioning. Cognitive Flexibility (CF) and Negative attention bias (NAB) may help explain the association between PE and Social Media Addiction (SMA), yet their joint indirect roles remain insufficiently examined. This study tested a cross-sectional serial indirect-effects model linking PE, CF, NAB, and SMA among Chinese adolescents. Methods: A self-reported survey was conducted among 3,375 adolescents in China, collecting data on PE, SMA, CF, NAB, and demographic variables. As an initial step, descriptive statistics and correlation analyses were conducted to examine PE, SMA, CF, and NAB. A chain mediation model was subsequently established to investigate whether CF and NAB sequentially mediated the association between PE and SMA. Results: The correlation analysis revealed that PE was significantly and negatively associated with both SMA and NAB, while exhibiting a significant positive association with CF. After incorporating CF into the model, the negative correlation between PE and SMA weakened but remained significant. In addition, CF was significantly and negatively associated with SMA, providing preliminary support for its potential mediating role in the association between PE and SMA. CF was also significantly and negatively related to NAB, whereas NAB exhibited a significant positive association with SMA. These results indicate that CF may function as an important intermediary mechanism linking PE to lower levels of SMA, potentially through its influence on NAB. Conclusion: PE was associated with lower levels of SMA both directly and indirectly, with the indirect effect operating through increased CF and reduced NAB. This serial mediation mechanism provides a more comprehensive understanding of how PE may influence adolescent mental health. The findings further highlight the potential value of PE as a preventive and intervention-oriented strategy for reducing SMA among adolescents. It is recommended that promoting PE could enhance CF and improve attention biases, thereby effectively mitigating the risk of SMA.

Indexed as

adolescentscognitive flexibilitynegative attention biasphysical exercisesocial media addiction

Identifiers

PMID42755526
PMCPMC13581523

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.