Leung Man Yee Mallory, Carlsson Nils P, Colditz Graham A, Chang Su-Hsin
Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St Louis, MO, USA.
Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St Louis, MO, USA.
Value Health. 2017 Jan;20(1):77-84. doi: 10.1016/j.jval.2016.08.735. Epub 2016 Nov 4.
Diabetes is one of the most prevalent and costly chronic diseases in the United States.
To analyze the risk of developing diabetes and the annual cost of diabetes for a US general population.
Data from the Medical Expenditure Panel Survey, 2008 to 2012, were used to analyze 1) probabilities of developing diabetes and 2) annual total health care expenditures for diabetics. The age-, sex-, race-, and body mass index (BMI)-specific risks of developing diabetes were estimated by fitting an exponential survival function to age at first diabetes diagnosis. Annual health care expenditures were estimated using a generalized linear model with log-link and gamma variance function. Complex sampling designs in the Medical Expenditure Panel Survey were adjusted for. All dollar values are presented in 2012 US dollars.
We observed a more than 6 times increase in diabetes risks for class III obese (BMI ≥ 40 kg/m) individuals compared with normal-weight individuals. Using age 50 years as an example, we found a more than 3 times increase in annual health care expenditures for those with diabetes ($13,581) compared with those without diabetes ($3,954). Compared with normal-weight (18.5 ≤ BMI < 25 kg/m) individuals, class II obese (35 ≤ BMI < 40 kg/m) and class III obese (BMI ≥ 40 kg/m) individuals incurred an annual marginal cost of $628 and $756, respectively. The annual health care expenditure differentials between those with and without diabetes of age 50 years were the highest for individuals with class II ($12,907) and class III ($9,703) obesity.
This article highlights the importance of obesity on diabetes burden. Our results suggested that obesity, in particular, class II and class III (i.e., BMI ≥ 35 kg/m) obesity, is associated with a substantial increase in the risk of developing diabetes and imposes a large economic burden.
糖尿病是美国最常见且成本高昂的慢性疾病之一。
分析美国普通人群患糖尿病的风险以及糖尿病的年度成本。
使用2008年至2012年医疗支出面板调查的数据来分析:1)患糖尿病的概率;2)糖尿病患者的年度总医疗保健支出。通过对首次糖尿病诊断年龄拟合指数生存函数,估计了按年龄、性别、种族和体重指数(BMI)划分的患糖尿病风险。使用具有对数链接和伽马方差函数的广义线性模型估计年度医疗保健支出。对医疗支出面板调查中的复杂抽样设计进行了调整。所有美元价值均以2012年美元呈现。
我们观察到,与正常体重个体相比,III级肥胖(BMI≥40kg/m)个体患糖尿病的风险增加了6倍多。以50岁为例,我们发现糖尿病患者的年度医疗保健支出(13,581美元)比非糖尿病患者(3,954美元)增加了3倍多。与正常体重(18.5≤BMI<25kg/m)个体相比,II级肥胖(35≤BMI<40kg/m)和III级肥胖(BMI≥40kg/m)个体的年度边际成本分别为628美元和756美元。50岁的糖尿病患者与非糖尿病患者之间的年度医疗保健支出差异在II级(12,907美元)和III级(9,703美元)肥胖个体中最高。
本文强调了肥胖对糖尿病负担的重要性。我们的结果表明,肥胖,尤其是II级和III级(即BMI≥35kg/m)肥胖,与患糖尿病风险的大幅增加相关,并带来巨大的经济负担。