ArticleInternational journal of obesity (2005)2021
Body mass index, waist circumference, waist-to-hip ratio, and body fat in relation to health care use in the Canadian Longitudinal Study on Aging.
Article in International journal of obesity (2005), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 2 of them syntheses that pooled it.
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Who cites it
32 citing papers in PubMed, 2 syntheses or guidelines pooled it.
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- 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
- Interplay between obesity-associated insulin resistance and immune system through the lens of evolutionary medicine.Molecular metabolism · 2026Review
- Secular Trends and Prognostic Value of the Body Shape Index in U.S. Adults.Obesity science & practice · 2026Article
- Priming of human monocytes by β-glucan and obesity-associated factors: modifications to global DNA methylation, gene expression, phenotype and function.Frontiers in immunology · 2026Article
- Regional and systemic adipose mass and peripheral conduit artery function.Diabetes research and clinical practice · 2025Article
- Predictors of Metabolic Syndrome in Polish Women-The Role of Body Composition and Sociodemographic Factors.Journal of clinical medicine · 2025Article
- Trends in obesity defined by body mass index among adults before and during the COVID-19 pandemic: a repeated cross-sectional study of the 2009-2023 Canadian Community Heath Surveys.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025Article
- Demographic, cultural, and health correlates of physical activity and sports participation among adults in Kermanshah province, Iran.BMC public health · 2025Article
- Body Fat and Visceral Fat Values in Spanish Healthcare Workers: Associated Variables.Nutrients · 2025Article
- Article
- Age-Related Differences in Anthropometric and Lifestyle Factors Linked to Metabolic Syndrome in Women with Overweight and Obesity: A Cross-Sectional Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
- Article
- Changes in Widespread Pain After Surgical Weight Loss in Racialized Adults: A Secondary Analysis From a 2-Year Longitudinal Study.The journal of pain · 2024Article
- Obesity is associated with incident chronic kidney disease in individuals with normal renal function.The Korean journal of internal medicine · 2024Article
- Validation of Trøndelag Apnoea Score Proxy for Obstructive Sleep Apnoea in the General Population of Norway: The HUNT Study.Sleep disorders · 2024Article
- Article
- Association between Body Fat Percentage and Cardiometabolic Diseases in General Population.Endocrine, metabolic & immune disorders drug targets · 2024Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
BACKGROUND/
objectivesObesity is associated with increased health care use (HCU), but it is unclear whether this is consistent across all measures of adiposity. The objectives were to compare obesity defined by body mass index (BMI), waist circumference (WC), waist-to-hip ratio (WHR), and percent body fat (%BF), and to estimate their associations with HCU. SUBJECTS/
methodsBaseline data from 30,092 participants aged 45-85 years from the Canadian Longitudinal Study on Aging were included. Measures of adiposity were recorded by trained staff and obesity was defined as BMI ≥ 30.0 kg/m
resultsObesity prevalence varied by measure: BMI (29%), WC (42%), WHR (62%), and %BF (73%). BMI and WC were highly correlated with %BF (r ≥ 0.70), while WHR demonstrated a weaker relationship with %BF, with differences by sex (r = 0.29 and r = 0.46 in females and males, respectively). There were significantly increased RR and RD for all measures and health care services, for example, WC-defined obesity was associated with an increased risk of hospitalization (RR: 1.40, 95% CI: 1.28-1.54 and RD per 100: 2.6, 95% CI:1.9-3.3). Age-stratified results revealed that older adult groups with obesity demonstrated weak or no associations with HCU.
conclusionsAll measures of adiposity were positively associated with increased HCU although obesity may not be a strong predictor of HCU in older adults.
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