TY - JOUR
T1 - The Burden of Obesity on Diabetes in the United States
T2 - Medical Expenditure Panel Survey, 2008 to 2012
AU - Leung, Man Yee Mallory
AU - Carlsson, Nils P.
AU - Colditz, Graham A.
AU - Chang, Su Hsin
N1 - Publisher Copyright:
© 2017 International Society for Pharmacoeconomics and Outcomes Research (ISPOR)
PY - 2017/1/1
Y1 - 2017/1/1
N2 - Background Diabetes is one of the most prevalent and costly chronic diseases in the United States. Objectives To analyze the risk of developing diabetes and the annual cost of diabetes for a US general population. Methods 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. Results We observed a more than 6 times increase in diabetes risks for class III obese (BMI ≥ 40 kg/m2) 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/m2) individuals, class II obese (35 ≤ BMI < 40 kg/m2) and class III obese (BMI ≥ 40 kg/m2) 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. Conclusions 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/m2) obesity, is associated with a substantial increase in the risk of developing diabetes and imposes a large economic burden.
AB - Background Diabetes is one of the most prevalent and costly chronic diseases in the United States. Objectives To analyze the risk of developing diabetes and the annual cost of diabetes for a US general population. Methods 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. Results We observed a more than 6 times increase in diabetes risks for class III obese (BMI ≥ 40 kg/m2) 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/m2) individuals, class II obese (35 ≤ BMI < 40 kg/m2) and class III obese (BMI ≥ 40 kg/m2) 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. Conclusions 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/m2) obesity, is associated with a substantial increase in the risk of developing diabetes and imposes a large economic burden.
KW - diabetes
KW - economic burden
KW - health care expenditures
KW - obesity
UR - http://www.scopus.com/inward/record.url?scp=85006137686&partnerID=8YFLogxK
U2 - 10.1016/j.jval.2016.08.735
DO - 10.1016/j.jval.2016.08.735
M3 - Article
C2 - 28212973
AN - SCOPUS:85006137686
SN - 1098-3015
VL - 20
SP - 77
EP - 84
JO - Value in Health
JF - Value in Health
IS - 1
ER -