Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.
Centre for Health Economics and Policy Analysis, McMaster University, Hamilton, Ontario, Canada.
Int J Obes (Lond). 2021 Mar;45(3):666-676. doi: 10.1038/s41366-020-00731-z. Epub 2021 Jan 11.
BACKGROUND/OBJECTIVES: Obesity 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/METHODS: Baseline 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 for all participants and WC ≥ 88 cm and ≥102 cm, WHR ≥ 0.85 and ≥0.90, and %BF > 35% and >25% (measured using dual energy x-ray absorptiometry) for females and males, respectively. Self-reported HCU in the past 12 months was collected for any contact with a general practitioner, specialist, emergency department, and hospitalization. Pearson correlation coefficients (r) compared each measure to %BF-defined obesity, the reference standard. Relative risks (RR) and risk differences (RD) adjusted for age, sex, education, income, urban/rural, marital status, smoking status, and alcohol use were calculated, and results were age- and sex-stratified.
Obesity 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.
All measures of adiposity were positively associated with increased HCU although obesity may not be a strong predictor of HCU in older adults.
背景/目的:肥胖与医疗保健利用率(HCU)增加有关,但尚不清楚这是否适用于所有肥胖衡量标准。本研究旨在比较通过体重指数(BMI)、腰围(WC)、腰臀比(WHR)和体脂百分比(%BF)定义的肥胖,并估计它们与 HCU 的关联。
受试者/方法:本研究纳入了来自加拿大老龄化纵向研究的 30922 名年龄在 45-85 岁的参与者的基线数据。由经过培训的工作人员记录肥胖指标,所有参与者的肥胖标准为 BMI≥30.0kg/m2,女性的 WC≥88cm 和≥102cm、WHR≥0.85 和≥0.90,%BF>35%和>25%(使用双能 X 射线吸收法测量),男性的 WC≥88cm 和≥102cm、WHR≥0.85 和≥0.90,%BF>35%和>25%(使用双能 X 射线吸收法测量)。在过去 12 个月内,通过自我报告收集了与全科医生、专科医生、急诊部门和住院治疗的任何接触的 HCU。皮尔逊相关系数(r)比较了每种方法与 %BF 定义的肥胖的相关性,%BF 定义的肥胖为参考标准。计算了按年龄、性别、教育程度、收入、城乡、婚姻状况、吸烟状况和饮酒状况调整后的相对风险(RR)和风险差异(RD),并按年龄和性别进行分层。
不同肥胖指标的患病率不同:BMI(29%)、WC(42%)、WHR(62%)和 %BF(73%)。BMI 和 WC 与 %BF 高度相关(r≥0.70),而 WHR 与 %BF 的相关性较弱,且与性别有关(女性 r=0.29,男性 r=0.46)。所有指标和医疗保健服务均与 RR 和 RD 显著增加有关,例如,WC 定义的肥胖与住院风险增加相关(RR:1.40,95%CI:1.28-1.54,RD 每 100:2.6,95%CI:1.9-3.3)。年龄分层结果显示,肥胖的老年组与 HCU 的关联较弱或不存在。
所有肥胖衡量标准均与 HCU 增加呈正相关,但肥胖可能不是老年人 HCU 的一个强有力的预测因素。