Evidence map›Paper›PMID 41878352›Full record

ArticleJSAMS plus2023

Factors associated with gym-based fitness injuries: A case-control study.

L Noteboom, E Kemler, A M C van Beijsterveldt, M J M Hoozemans, F C T van der Helm, E A L M Verhagen

Abstract read
In one paragraph

Article in JSAMS plus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

L NoteboomFaculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands.
E KemlerDutch Consumer Safety Institute, Amsterdam, the Netherlands.
A M C van BeijsterveldtDutch Consumer Safety Institute, Amsterdam, the Netherlands.
M J M HoozemansFaculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands.
F C T van der HelmDepartment of Biomechanical Engineering, Delft University of Technology, the Netherlands.
E A L M VerhagenVU University Medical Centre, Amsterdam, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: A large number of sports injuries are sustained during gym-based fitness activities. As a first step towards prevention, the objective of the present study was to identify factors associated with fitness injuries. Design: Retrospective case-control study. Methods: 493 fitness participants that sustained a fitness injury in the past year (cases) were compared to 971 fitness participants that did not sustain a fitness injury (controls), regarding their characteristics and their exposure to gym-based fitness activities, other sports, and work. Multiple logistic regression was performed to identify factors associated with fitness injuries. Results: Males were 1.7 times (95% CI [1.4, 2.1]) more likely than females to have sustained an injury (univariate Odds Ratio). Identified injury associated factors from the final prediction model for males included: age below 41, 7+ months fitness experience, performing fitness mainly outdoors or indoors (vs. at-home), and combining 5+ times fitness per month with full-time work. The goodness of fit of the final model for males was sufficient (Area Under the Curve (AUC) ​= ​0.73), while the final model for females had a poor fit (AUC ​= ​0.6). Conclusions: Young males were more associated with fitness injuries, potentially due to different 'risk-taking' behavior or training intensity compared to elder people and females. Results suggest that factors outside of fitness, like work, may contribute to injury occurrence and should be considered when designing a training schedule to prevent overall (physical and mental) overload. Furthermore, at-home fitness was associated with fewer injuries compared to indoor or outdoor fitness. Future longitudinal research is needed to identify cause-effect relationships.

Indexed as

EpidemiologyInjury preventionMusculoskeletal injurySports injuryStrength training

Identifiers

PMID41878352
PMCPMC13008432

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.