ArticleBMC public health2024
Physical activity levels and musculoskeletal disease risk in adults aged 45 and above: a cross-sectional study.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Association Between Social Participation, Physical Activity, and Intrinsic Capacity Decline: Empirical Evidence from the CHARLS.Healthcare (Basel, Switzerland) · 2026Article
- Mediation analysis of metabolic and inflammatory markers in the association between physical activity and musculoskeletal disease: Findings from NHANES 2013-2018.European journal of applied physiology · 2026Article
- Physical Activity and Bidirectional Stage Transitions in Cardiovascular-Kidney-Metabolic Syndrome: A Cohort Study.Healthcare (Basel, Switzerland) · 2026Article
- The pain-comorbidity links: a cross-sectional analysis of musculoskeletal burden in Saudi older adults.Frontiers in public health · 2026Article
- Physical activity and cardiovascular-metabolic disease risk across cardiovascular-kidney-metabolic syndrome stages: a population-based cohort study.BMC cardiovascular disorders · 2025Article
- Short-term effects of ambient air pollution on musculoskeletal diseases in Yangzhou during 2019-2022.BMC public health · 2025Article
- Association between physical activity and multimorbidity: a population-based cohort study.Archives of public health = Archives belges de sante publique · 2025Article
- Associations of physical activity type, intensity, and frequency with subclinical hypothyroidism: a cross-sectional analysis of NHANES 2007-2012.Frontiers in public health · 2025Article
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7 authors.
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Abstract
backgroundMusculoskeletal disease (MSD) is a major cause of disability among older adults, and understanding the role of physical activity (PA) in preventing these conditions is crucial. This study aimed to explore the association between PA levels and MSD risk among adults aged 45 and above, clarify the dose‒response relationship, and provide tailored guidelines.
methodsUsing data from the China Health and Retirement Longitudinal Study (CHARLS), a cross-sectional analysis was conducted on 15,909 adults aged 45 and over. The study population was divided into MSD (n = 7014) and nMSD (n = 8895) groups based on musculoskeletal health status. PA levels were assessed using the International Physical Activity Questionnaire and categorized into low intensity physical activity (LIPA), moderate vigorous physical activity (MVPA), and vigorous physical activity (VPA). Multivariable logistic regression models and restricted cubic spline regression were used to examine the relationship between PA levels and MSD risk in middle-aged and older adults. Sensitivity analyses and stratified analyses were also performed.
resultsThe main outcome measures were musculoskeletal diseases prevalence and PA levels. MVPA and VPA reduced MSD risk by 19% [OR = 0.81, 95% CI (0.72, 0.90), P < 0.001] and 12% [OR = 0.88, 95% CI (0.79, 0.98), P < 0.05], respectively. What's more, after adjusting for confounding factors, VPA increased risk by 32% [OR = 1.32, 95% CI (1.04, 1.66), P < 0.05]. The relationship was nonlinear, showing a U-shaped pattern with age and hypertension status as significant moderators. The optimal PA energy expenditure was identified as approximately 1500 metabolic equivalents of tasks (METs) per week for adults aged 45-74, 1400 METs per week for those aged 75 and above, and 1600 METs per week for hypertensive adults aged 45 and older.
conclusionsFor adults aged 45 years and older, VPA significantly increases the risk of MSD. Adults aged 45 years and older should adjust their weekly METs based on their age. Additionally, those with hypertension should moderately increase their weekly METs to promote optimal musculoskeletal health.
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