Prevalence of obesity-related multimorbidity and its health care costs among adults in the United States.

IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES
Kyrian Ezendu, Gerhardt Pohl, Clare J Lee, Hui Wang, Xiaohong Li, Julia P Dunn
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Abstract

Background: Overweight and obesity are associated with many obesity-related complications (ORCs) and drive increased health care costs. However, data on the impact of obesity severity on multimorbidity and the effect of multimorbidity on cost and health care resource utilization (HCRU) in people with overweight or obesity are limited.

Objective: To determine in reference to obesity-related multimorbidity (1) if prevalence increases with higher levels of weight class, (2) if higher levels of weight class are associated with an increased risk of multimorbidity at an earlier age, and (3) how HCRU and health care costs are impacted, including if there is a beyond-additive effect on ORC-related costs.

Methods: This retrospective cross-sectional study used linked electronic health records (EHRs) and insurance claims from Optum's de-identified Market Clarity Data. Costs were considered from January 1 to December 31, 2019. Patients continuously insured in 2018 and 2019 with at least 1 recorded body mass index (BMI) in 2019 were included. The presence of 17 prespecified ORCs was determined from the database based on the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) diagnosis codes. ORC-related medical services costs were based on ICD-10-CM diagnosis codes in the primary position; pharmacy costs were based on National Drug Codes. Total health care costs were the sum of medical services and pharmacy costs. Weight classes were derived from the patients' median BMI in the EHR in 2019.

Results: The prevalence of multimorbidity increased with increasing weight levels (12.3% in overweight and 33.4% in class 3 obesity for ages 19-40 years; 41.5% and 66.6% for ages 41-65 years; and 70.6%-85.9% for age ≥65 years). Ages for predicted 50% risk of having at least 2 ORCs were 59, 54, 49, and 43 years among patients with overweight and obesity classes 1, 2, and 3, respectively. The mean effect of multimorbidity on ORC-related costs was beyond additive in those with obesity, such that the ORC-related costs were about $1,082 (151%), $1,696 (218%), and $2,433 (264%) for class 1, class 2, and class 3 obesity, respectively. This effect was not present for overweight, for which the cost was $310 (42%). Individuals with multimorbidity had higher odds of emergency department visits (odds ratio [OR] = 1.74; 95% CI = 1.73-1.76) and inpatient hospitalization (OR = 3.32; 95% CI = 3.27-3.38).

Conclusions: The prevalence of obesity-related multimorbidity increased with increasing weight classes within age groups. Obesity-related multimorbidity presented at an earlier age with higher weight class, such that the predicted probability of having obesity-related multimorbidity was more than a decade younger in class 2 and class 3 obesity compared with overweight. It was associated with increased HCRU and higher-than-expected costs exceeding the sum for the ORCs. Early diagnosis and treatment of obesity may be needed to prevent or delay the onset of obesity-related multimorbidity and limit its associated health care costs.

美国成年人肥胖相关的多病患病率及其医疗费用
背景:超重和肥胖与许多肥胖相关并发症(ORCs)有关,并导致医疗保健费用增加。然而,关于肥胖严重程度对多重发病的影响以及多重发病对超重或肥胖人群的成本和卫生保健资源利用(HCRU)的影响的数据有限。目的:确定与肥胖相关的多病(1)患病率是否随着体重级别的增加而增加,(2)体重级别的增加是否与早期多病风险的增加有关,以及(3)HCRU和医疗保健成本是如何受到影响的,包括是否存在对orc相关成本的超加性效应。方法:本回顾性横断面研究使用了来自Optum去识别市场清晰度数据的关联电子健康记录(EHRs)和保险索赔。成本是在2019年1月1日至12月31日期间考虑的。纳入了2018年和2019年连续投保且2019年记录的身体质量指数(BMI)至少为1的患者。根据国际疾病分类第十版临床修改(ICD-10-CM)诊断代码,从数据库中确定了17个预先指定的ORCs。orc相关医疗服务费用以ICD-10-CM诊断代码为主要依据;药房费用是根据国家药品法规计算的。医疗保健总费用是医疗服务和药房费用的总和。体重分类来自2019年EHR中患者的中位数BMI。结果:多病患病率随着体重水平的增加而增加(19-40岁超重12.3%,3级肥胖33.4%;41-65岁分别为41.5%和66.6%;年龄≥65岁者为70.6% ~ 85.9%)。1级、2级和3级超重和肥胖患者发生至少2例ORCs的50%预测风险年龄分别为59岁、54岁、49岁和43岁。在肥胖患者中,多重发病对orc相关费用的平均影响超出了累加性,因此,1级、2级和3级肥胖患者的orc相关费用分别约为1,082美元(151%)、1,696美元(218%)和2,433美元(264%)。超重人群则没有这种效果,超重人群的成本为310美元(42%)。多病个体急诊科就诊的几率较高(比值比[OR] = 1.74;95% CI = 1.73-1.76)和住院率(OR = 3.32;95% ci = 3.27-3.38)。结论:肥胖相关的多病患病率随着年龄组体重等级的增加而增加。肥胖相关的多病出现的年龄更早,体重级别也更高,因此2级和3级肥胖的肥胖相关多病的预测概率比超重小10岁以上。这与HCRU的增加和高于预期的成本有关,超过了orc的总和。可能需要对肥胖进行早期诊断和治疗,以预防或延迟与肥胖相关的多种疾病的发生,并限制其相关的卫生保健费用。
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来源期刊
Journal of managed care & specialty pharmacy
Journal of managed care & specialty pharmacy Health Professions-Pharmacy
CiteScore
3.50
自引率
4.80%
发文量
131
期刊介绍: JMCP welcomes research studies conducted outside of the United States that are relevant to our readership. Our audience is primarily concerned with designing policies of formulary coverage, health benefit design, and pharmaceutical programs that are based on evidence from large populations of people. Studies of pharmacist interventions conducted outside the United States that have already been extensively studied within the United States and studies of small sample sizes in non-managed care environments outside of the United States (e.g., hospitals or community pharmacies) are generally of low interest to our readership. However, studies of health outcomes and costs assessed in large populations that provide evidence for formulary coverage, health benefit design, and pharmaceutical programs are of high interest to JMCP’s readership.
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