ArticleJAMA network open2023
Health and Economic Outcomes Associated With Musculoskeletal Disorders Attributable to High Body Mass Index in 192 Countries and Territories in 2019.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07731256 (A Randomized-Controlled Trial of Semaglutide for Patients With Chronic Low Back Pain and Obesity), which is not on this map. Cited by 48 papers, 2 of them syntheses that pooled 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.
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.
A Randomized-Controlled Trial of Semaglutide for Patients With Chronic Low Back Pain and Obesity
Who cites it
48 citing papers in PubMed, 2 syntheses or guidelines pooled it, 77 citations in OpenAlex.
- Association between pain intensity and body composition in adults with chronic non-specific low back pain: A systematic review and meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- Health economic evaluation of weight reduction interventions in individuals suffering from overweight or obesity and a musculoskeletal diagnosis-a systematic review.BMC musculoskeletal disorders · 2024Pooled it
- Developing an approach to estimate the number of road traffic crashes at the national level using media-reported data.Global health research and policy · 2026Article
- Article
- Biobehavioral pain profiling of minoritized adults with chronic widespread pain and clinical obesity before and after bariatric surgery: study protocol for a longitudinal, observational cohort study.medRxiv : the preprint server for health sciences · 2026Article
- Sagittal alignment patterns in forward head posture: an EOS-based head-to-pelvis correlation analysis.BMC musculoskeletal disorders · 2026Article
- The effect of exercise on clinical pain: a systematic umbrella review and meta-meta-analysis.Pain reports · 2026Article
- Smoking, Alcohol Use, and Low Back Pain: A Large-Scale Study Identifying a Synergistic Lifestyle Risk.Global spine journal · 2026Article
- Longitudinal associations between BMI changes and musculoskeletal pain in older European males and females.International journal of obesity (2005) · 2026Article
- Condition-Specific Healthcare Expenditures for Treated Knee Injuries and Shoulder Disorders in the Post-Pandemic United States.Healthcare (Basel, Switzerland) · 2026Article
- Impact of GLP-1 Receptor Agonists on Chronic Low Back Pain in Patients with Obesity: A Prospective Pilot Cohort Study.medRxiv : the preprint server for health sciences · 2026Article
- Review
- GLP-1 and GIP: Magic bullet for musculoskeletal diseases?Journal of advanced research · 2026Review
- Physical workload and musculoskeletal disorders among hospital health workers in Tehran, Iran: a cross-sectional study.Scientific reports · 2026Article
- The impact of accelerometer-derived 'weekend warrior' physical activity on musculoskeletal disorders and multimorbidity development.Journal of exercise science and fitness · 2026Article
- [Current status and Joinpoint regression analysis of the burden of musculoskeletal diseases in China from 1990 to 2023].Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery · 2026Article
- Economic burden of stroke attributable to excess body mass in Hungary: a population-attributable fraction analysis.BMC public health · 2026Article
- Orthopedic Trauma Management: A Comprehensive Review of Surgical Interventions, Rehabilitation, and Patient Outcomes.Cureus · 2026Review
- Multifactorial bioengineering in the tendon context to maintain tenocyte phenotype and to direct dermal fibroblasts towards tenogenic lineage.Bioactive materials · 2026Article
- Global Disability and Economic Burden Caused by Rheumatoid Arthritis, Osteoarthritis, Neck Pain, and Low Back Pain in Women of Childbearing Age from 1990 to 2021.International journal of women's health · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: The degree to which health and economic outcomes of musculoskeletal disorders are attributable to high body mass index (BMI) has not been quantified on a global scale. Objective: To estimate global health and economic outcomes associated with musculoskeletal disorders-low back pain (LBP), gout, and osteoarthritis attributable to high BMI in 2019. Design, Setting, and Participants: This cross-sectional study used data of 192 countries and territories from the Global Burden of Diseases, Injuries, and Risk Factors Study, World Health Organization Global Health Expenditure, World Bank, and International Labour Organization databases. Data analyses were conducted from February 24 to June 16, 2022. Main Outcomes and Measures: Prevalence, years lived with disability (YLDs), health care costs, and productivity losses due to morbidity from LBP, gout, and osteoarthritis attributable to high BMI by region and country. Prevalence and YLDs were calculated with the population attributable fraction approach. The economic burden, including health care costs and productivity losses due to morbidity, was also quantified. Health care costs borne by the public, private, and out-of-pocket sectors were estimated based on their corresponding payment shares. Productivity losses were estimated based on the output per worker. A sensitivity analysis was conducted to arrive at the base, minimum, and maximum estimates (ie, uncertainty interval [UI]) by using the mean, lower, and upper bounds of all input variables. Results: High BMI was estimated to be responsible for 36.3 million (UI, 18.4-61.0 million), 16.9 million (UI, 7.5-32.5 million), and 73.0 million (UI, 32.4-131.1 million) prevalent cases of LBP, gout, and osteoarthritis, respectively, which accounted for 7.3 million (UI, 3.0-15.0 million) YLDs across 192 countries and territories in 2019. Globally, the YLDs of musculoskeletal disorders attributable to high BMI accounted for 1.0% of all-cause YLDs in the working-age population aged 15 to 84 years. The global total costs of musculoskeletal disorders attributable to high BMI reached $180.7 billion (UI, $83.8-$333.1 billion), including $60.5 billion (UI, $30.7-$100.5 billion) in health care costs and $120.2 billion (UI, $53.1-$232.7 billion) in productivity losses. In terms of the global health care costs, 58.9% ($35.6 billion; UI, $17.8-$59.6 billion) was borne by the public sector, 24.0% ($14.5 billion; UI, $7.8-$23.2 billion) by the private sector, and 17.1% ($10.3 billion; UI, $5.1-$17.6 billion) by the out-of-pocket sector. On average, the total costs accounted for 0.2% of global gross domestic product. Great inequalities in the disease and economic burden existed across regions and countries. Nearly 80% of global health care (82.4%) and morbidity-related costs (82.9%) were paid by high-income countries, whereas more than 60% (61.4%) of global YLDs occurred in middle-income countries. Conclusions and Relevance: In this cross-sectional study of 192 countries and territories, a substantial amount of the health and economic impact of musculoskeletal disorders was attributable to high BMI. Developing effective policies and active participation from health professionals to prevent excessive weight gain are needed. More available estimates are also needed to facilitate a global analysis.
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