ArticleFrontiers in public health2026
Associations of different types of physical activity (PA) with musculoskeletal disorders (MSDs) at nine body sites in firefighters.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Musculoskeletal disorders (MSDs) are one of the global health and economic burdens. They have a high prevalence in occupational populations such as firefighters. Besides poor postures and sedentary work, inappropriate physical activity (PA) is recognized as a relevant risk factor for MSDs. However, the independent associations between different types of PA and MSDs have not been fully investigated. Objective: We systematically investigated the associations of occupational physical activity (OPA), leisure-time physical activity (LTPA) and transport-related physical activity (TPA) with the onset, pain intensity and frequency of MSDs at nine body sites. We quantified their differential effects, so as to provide scientific evidence for the precise prevention and control of MSDs in high-workload occupational populations. Methods: Multiple linear regression, logistic regression and polynomial regression were applied to analyze the distinct effects of different types of PA (OPA, LTPA, TPA) on the onset, intensity, frequency and cumulative number of painful sites of MSDs at nine body sites. Results: OPA was associated with the risks of the onset, increased pain intensity and prolonged duration of MSDs at nine body sites ( Conclusion: High OPA was a key risk factor for MSDs, and high LTPA was a risk factor for MSDs at specific body sites.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.