Evidence map›Paper›PMID 42210148›Full record

SynthesisBMC pediatrics2026

Musculoskeletal pain in adolescents: a systematic review of predictive and associated factors.

Negar Yazdani, Maryam Shaygan, Sara Shojaei Zarghani, Mehrvash Hemati, Neda Jamlimoghadam

Abstract readSystematic Review
In one paragraph

Synthesis in BMC pediatrics, 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
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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

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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

5 authors.

Negar YazdaniCommunity-Based Psychiatric Care Research Center, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran.
Maryam ShayganCommunity-Based Psychiatric Care Research Center, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran. m2620.shaygan@gmail.com.
Sara Shojaei ZarghaniColorectal Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
Mehrvash HematiCommunity-Based Psychiatric Care Research Center, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran.
Neda JamlimoghadamCommunity-Based Psychiatric Care Research Center, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMusculoskeletal (MSK) pain, especially low back pain (LBP), neck and shoulder pain is common among adolescents and imposes substantial health and economic burdens. Understanding predictive factors and factors associated with MSK pain is essential for identifying at-risk adolescents and designing targeted prevention strategies. This systematic review aimed to synthesize evidence on factors associated with or predictive of MSK pain in adolescents, with predictive inferences restricted to evidence from longitudinal studies.

methodsA systematic review was conducted, searching ProQuest, PubMed, Scopus, Web of Science, Psych info for studies published up to May 2025. Eligible studies included prospective and retrospective cohort studies, cross-sectional studies, and case-control studies. All studies examined factors associated with MSK pain in adolescents. Cohort studies were prioritized for examining predictive inferences, whereas cross-sectional studies were presented as supportive associative evidence. Data were extracted on study characteristics, patient profiles, outcomes (prevalence, incidence, severity, disability), predictors and associated factors, and measures of association. Risk of bias was assessed using the Joanna Briggs Institute (JBI). A narrative synthesis was performed due to heterogeneity in study designs and outcomes.

resultsOur database search resulted in 5,556 articles. Out of the 35 full texts that were screened, we included 19 studies (10 prospective cohort studies, 1 retrospective cohort study, 6 cross-sectional studies, and 2 mixed cross-sectional and longitudinal study) involving 45 to 57,408 participants. Predictors and factors associated with MSK pain included anthropometric factors (e.g., height growth, OR:1.32, 95%CI:1.06-1.65), lifestyle behaviors (e.g., smoking, OR:1.69-1.88), clinical conditions (e.g., inflammatory disorders, OR:1.23-1.45; central sensitization, OR:1.02,95%CI:1.01-1.03), socioeconomic factors (e.g., parental illness, OR 0.41-0.48), and pubertal status (OR:1.34-1.61). Motor tests (e.g., sit-up, Sorensen) showed limited predictive performance for low back pain (AUC ≤ 0.760). Cohort studies provided evidence of temporal associations, while cross-sectional studies provided supportive associative evidence.

conclusionsMSK pain in adolescents is associated with multiple factors, including smoking, inflammatory conditions, and central sensitization. Evidence from longitudinal studies supports some factors as predictive of future pain, whereas cross-sectional studies indicate associations. Lifestyle and psychological factors may contribute to risk, highlighting the potential value of targeted screening and interventions guided by longitudinal evidence. Future research should standardize outcome measures and investigate diverse populations, including low-income settings, to improve the generalizability of findings.

Indexed as

Musculoskeletal PainAdolescentHumansRisk FactorsAdolescentsAssociated factorsLow back painMusculoskeletal painNeck painPredictive factorsSystematic review

Identifiers

PMID42210148
PMCPMC13531788

What OpenQuestion holds

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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.