Evidence map›Paper›PMID 41853158›Full record

SynthesisFrontiers in public health2026

Physical fitness and training factors associated with injury risk in aerobic gymnastics: a systematic review.

Wenxin Yang

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in public health, 2026. 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

1 author.

Wenxin YangChengdu Sport University, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Aerobic gymnastics involves repeated high-impact technical elements, yet discipline-specific evidence linking modifiable physical fitness and training exposures to injury risk remains fragmented. Thus, the aim of this systematic review was to synthesize evidence on physical fitness attributes and training-related factors associated with injury risk in aerobic gymnasts, and to appraise study designs, injury definitions, and measurement approaches. Methods: A systematic search was conducted in PubMed, Scopus, and Web of Science Core Collection. It were eligible studies including aerobic gymnasts that reported quantitative associations between modifiable fitness and/or training exposures and injury outcomes. Risk of bias was executed with QUIPS. Results: Twelve studies were deemed eligible. Injury/pain burden was substantial and typically involved the lower limbs and, in some samples, the lumbar region. Greater exposure (training volume/competition density) was consistently associated with injury occurrence in some studies, and lower-limb alignment/loading-distribution measures differed between injured and uninjured aerobic gymnasts, although screening models showed limited sensitivity. Psychosocial factors and limited prevention/healthcare uptake were also reported. Conclusion: Current evidence suggests injury risk in aerobic gymnastics is multifactorial, with exposure and selected alignment/loading measures as recurrent correlates. Prospective, standardized surveillance and robust analytic approaches are needed. Systematic review registration: https://osf.io/d6pmj.

Indexed as

Athletic InjuriesGymnasticsPhysical FitnessHumansRisk Factorsaerobic gymnastsgymnasticsinjury riskrisk factorstraining load

Identifiers

PMID41853158
PMCPMC12992274

What OpenQuestion 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 OpenQuestion graph.