Evidence map›Paper›PMID 42798621›Full record

SynthesisFrontiers in psychology2026

Effects of different exercise types on body image in females: a systematic review and network meta-analysis.

Jianglin Luo, Chen Lyu, Jiayu Niu, Zhaocheng Lin, Yanhua Shi, Zhili Ma

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in psychology, 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

6 authors.

Jianglin Luo *College of Physical Education and Health, Guangxi Normal University, Guilin, China.
Chen Lyu *College of Physical Education and Health, Guangxi Normal University, Guilin, China.
Jiayu Niu *Faculty of Education, Guangxi Normal University, Guilin, China.
Zhaocheng LinCollege of Physical Education and Health, Guangxi Normal University, Guilin, China.
Yanhua ShiCollege of Physical Education and Health, Guangxi Normal University, Guilin, China.
Zhili MaSchool of Physical Education and Health, Chengdu University of Traditional Chinese Medicine, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Negative body image is prevalent among women and is linked to emotional disorders, low self-esteem, and reduced quality of life. Exercise is an accessible non-pharmacological strategy that may improve body image, but the comparative effectiveness of different modalities remains unclear. Methods: PubMed, Embase, Web of Science, and the Cochrane Library were searched from inception to May 2026. Randomized controlled trials (RCTs) of exercise interventions lasting at least 4 weeks were included. Two reviewers independently conducted study selection, data extraction, and risk-of-bias assessment using the Cochrane Risk of Bias 2 (RoB 2) tool. A frequentist random-effects network meta-analysis was performed, with effects expressed as standardized mean differences (SMDs) and interventions ranked using P-scores. Results: Twenty-three trials involving 1,914 female participants and seven network nodes were included. Aerobic exercise, dance, and multimodal exercise significantly improved body image relative to usual care. Resistance training showed a favorable but imprecise effect, whereas mind-body exercise and behavioral intervention did not differ significantly from usual care. Aerobic exercise had the highest P-score, but confidence intervals for the leading interventions overlapped substantially and most active-treatment comparisons were not statistically significant. Network heterogeneity was moderate (I Conclusion: Exercise appears to be a useful strategy for improving body image in women. Aerobic exercise and dance showed the most consistent evidence of benefit, while multimodal exercise also showed beneficial effects. However, the available evidence does not establish clear superiority of any single modality. Exercise selection should therefore consider the comparative evidence together with participant preferences, feasibility, accessibility, and the implementation setting. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD420261359034, identifier (CRD420261359034).

Indexed as

body imageexercisefemalesnetwork meta-analysissystematic review

Identifiers

PMID42798621
PMCPMC13612491

What Socratic 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 Socratic graph.