Department of Pharmaceutical Health Services Research, University of Maryland School of Pharmacy, Baltimore, Maryland, USA.
Obesity (Silver Spring). 2011 Jan;19(1):204-11. doi: 10.1038/oby.2010.145. Epub 2010 Jul 22.
To determine the relationship between BMI and Medicare expenditure for adults 65-years and older and determine whether this relationship changes after accounting for misclassification due to age-related height loss. Using a cross sectional study design, the relationship between BMI and fee-for-service Medicare expenditure was examined among beneficiaries who completed the Medicare Current Beneficiary Survey (MCBS) in 2002, were not enrolled in Medicare Health Maintenance Organization, had a self-reported height and weight, and were 65 and older (n = 7,706). Subjects were classified as underweight, normal weight, overweight, obese (obese I), and severely obese (obese II/III). To adjust BMI for the artifactual increase associated with age-related height loss, the reported height was transformed by adding the sex-specific age-associated height loss to the reported height in MCBS. The main outcome variable was total Medicare expenditure. There was a significant U-shaped pattern between unadjusted BMI and Medicare expenditure: underweight $4,581 (P < 0.0003), normal weight $3,744 (P < 0.0000), overweight $3,115 (reference), obese I $3,686 (P < 0.0039), and obese II/III $4,386 (P < 0.0000). This pattern persisted after accounting for height loss: underweight $4,640 (P < 0.0000), normal weight $3,451 (P < 0.0507), overweight $3,165 (reference), obese I $3,915 (P < 0.0010), and obese II/III $4,385 (P < 0.0004) compared to overweight. In older adults, minimal cost is not found at "normal" BMI, but rather in overweight subjects with higher spending in the obese and underweight categories. Adjusting for loss-of-height with aging had little affect on cost estimates.
为了确定 BMI 与 65 岁及以上成年人的医疗保险支出之间的关系,并确定在考虑由于年龄相关身高下降导致的分类错误后,这种关系是否会发生变化。本研究采用横断面研究设计,对参加 2002 年医疗保险当前受益人调查(MCBS)的、未参加医疗保险健康维护组织的、有自我报告身高和体重的 65 岁及以上的受益人(n=7706)进行了 BMI 与按服务收费的医疗保险支出之间的关系研究。受试者被分为体重不足、正常体重、超重、肥胖(肥胖 I)和严重肥胖(肥胖 II/III)。为了调整 BMI 因年龄相关身高下降导致的人为增加,将 MCBS 中报告的身高加上性别特异性年龄相关身高下降值,对报告的身高进行了转换。主要结局变量是总医疗保险支出。未经调整的 BMI 与医疗保险支出之间存在显著的 U 形关系:体重不足者为 4581 美元(P<0.0003),正常体重者为 3744 美元(P<0.0000),超重者为 3115 美元(参照组),肥胖 I 者为 3686 美元(P<0.0039),肥胖 II/III 者为 4386 美元(P<0.0000)。在考虑身高下降后,这种模式仍然存在:体重不足者为 4640 美元(P<0.0000),正常体重者为 3451 美元(P<0.0507),超重者为 3165 美元(参照组),肥胖 I 者为 3915 美元(P<0.0010),肥胖 II/III 者为 4385 美元(P<0.0004),与超重者相比,支出较低。在老年人中,在“正常”BMI 下没有发现最低成本,而是在肥胖和体重不足人群中支出较高。用年龄相关的身高下降来调整成本估计值影响很小。