Evidence map›Paper›PMID 42193573›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

The Relationship Between Physical Activity, Emotional Regulation, Psychological Stress, and Mood Among College Students: A Network Analysis Study.

Baole Tao, Zhengwu Li, Jie Han, Tianci Lu, Hanwen Chen, Jun Yan

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 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
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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

6 authors.

Baole TaoCollege of Physical Education, Yangzhou University, Yangzhou 225012, China.ORCID 0000-0001-7868-5378
Zhengwu LiCollege of Physical Education, Yangzhou University, Yangzhou 225012, China.
Jie HanCollege of Physical Education, Yangzhou University, Yangzhou 225012, China.
Tianci LuCollege of Physical Education, Yangzhou University, Yangzhou 225012, China.
Hanwen ChenCollege of Physical Education, Yangzhou University, Yangzhou 225012, China.
Jun YanCollege of Physical Education, Yangzhou University, Yangzhou 225012, China.

Funding

the Youth Project of Jiangsu Philosophy and Social Science Foundation 24TYC008
6 · The paper itself

Abstract

To examine the complex relationships among physical activity, emotion regulation, psychological stress, and mood states in college students, this study analyzed questionnaire data collected from 494 participants. Network analysis was employed to construct a global association network, compare gender differences, and characterize patterns of directed statistical dependencies via directed acyclic graph (DAG) analysis. The results showed that: (1) the network comprised 25 nodes and 94 non-zero edges, reflecting extensive conditional associations across the four domains; (2) bridge centrality analysis identified cognitive reappraisal, self-related emotions, and anger as key bridge nodes, with cognitive reappraisal exhibiting the highest bridge strength; (3) accuracy and stability analyses yielded a centrality stability coefficient (CS) of 0.749 for strength, indicating adequate network stability; (4) network comparison tests revealed no significant gender differences in overall network structure or global strength, although certain local edge weights differed; (5) DAG analysis suggested that stable directional dependencies were primarily concentrated within individual subsystems, with no marked structural differences observed between male and female groups. In conclusion, physical activity, emotion regulation, psychological stress, and mood states appear to constitute an interconnected psychological adaptation system. Cognitive reappraisal, self-related emotions, and anger likely serve as pivotal bridge nodes warranting priority in future longitudinal research and targeted interventions.

Indexed as

emotion regulationmoodnetwork analysisphysical activitypsychological stress

Identifiers

PMID42193573
PMCPMC13203118

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.