Evidence map›Paper›PMID 42265673›Full record

SynthesisBMC musculoskeletal disorders2026

Determinants and associated factors for hallux valgus: a systematic review and meta-analysis.

Guanyue Zhang, Yuan Ma, Shengnian Zhang

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in BMC musculoskeletal disorders, 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

3 authors.

Guanyue ZhangSchool of Exercise and Health, Shanghai University of Sport, No. 399, Changhai Road, Yangpu District, Shanghai, China.
Yuan MaSchool of Exercise and Health, Shanghai University of Sport, No. 399, Changhai Road, Yangpu District, Shanghai, China.
Shengnian ZhangSchool of Exercise and Health, Shanghai University of Sport, No. 399, Changhai Road, Yangpu District, Shanghai, China. zhangsnx@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHallux valgus (HV) is a prevalent deformity with inconsistent evidence regarding its etiology. The objective of this review is to systematically synthesize the associated factors of HV.

methodsFollowing PRISMA guidelines, five databases (PubMed, Web of Science, Cochrane, Embase, CNKI) were searched up to November 2025. We included observational studies (including cross-sectional, case-control, and prospective cohort designs) assessing factors associated with HV. Meta-analysis was performed and expressed as odds ratios (OR) if two or more articles assessed the same factor.

resultsTwenty-three studies were included. We identified eleven factors independently associated with increased odds of sustaining hallux valgus (HV) (in order of highest to lowest OR): (1) female sex (OR 2.57, 95% CI 1.83-3.52); (2) foot pain (OR 2.36, 95% CI 1.61-3.46); (3) narrow-toed shoes (OR 2.25, 95% CI 1.64-3.07); (4) knee pain (OR 2.04, 95% CI 1.55-2.68); (5) scoliosis (OR 1.84, 95% CI 1.14-2.98); (6) high-heeled shoes (OR 1.65, 95% CI 1.27-2.15); (7) osteoporosis (OR 1.50, 95% CI 1.13-1.99); (8) knee osteoarthritis (OR 1.47, 95% CI 1.05-2.07); (9) history of stroke (OR 1.26, 95% CI 1.04-1.53); (10) flatfoot (OR 1.19, 95% CI 1.07-1.33); and (11) age (OR 1.11, 95% CI 1.03-1.20). No significant associations were found for BMI or heart problems.

conclusionHV is a multifactorial condition primarily associated with female sex, aging, and mechanical constriction from narrow footwear, which poses a greater risk than high heels. Systemic conditions like scoliosis and osteoarthritis also contribute significantly. Interventions should be multifactorial, with a strong emphasis on footwear modification.

trial registrationPROSPERO CRD420251218756.

Indexed as

Hallux ValgusFemaleHumansRisk FactorsScoliosisSex FactorsShoesAssociated factorsFoot deformitiesHallux valgusMeta-analysisSystematic review

Identifiers

PMID42265673
PMCPMC13425976

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.