Multimorbidity in Atherosclerotic Cardiovascular Disease and Its Associations With Adverse Cardiovascular Events and Healthcare Costs: A Real-World Evidence Study.

IF 2.3 Q2 ECONOMICS Journal of Health Economics and Outcomes Research Pub Date : 2024-03-22 eCollection Date: 2024-01-01 DOI:10.36469/001c.94710
Dingwei Dai, Joaquim Fernandes, Xiaowu Sun, Laura Lupton, Vaughn W Payne, Alexandra Berk
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Abstract

Background: Atherosclerotic cardiovascular disease (ASCVD) remains the leading cause of mortality and disability in the United States and worldwide. Objective: To assess the multimorbidity burden and its associations with adverse cardiovascular events (ACE) and healthcare costs among patients with ASCVD. Methods: This is a retrospective observational cohort study using Aetna claims database. Patients with ASCVD were identified during the study period (1/1/2018-10/31/2021). The earliest ASCVD diagnosis date was identified as the index date. Qualified patients were ≥18 years of age and had ≥12 months of health plan enrollment before and after the index date. Comorbid conditions were assessed using all data available within 12 months prior to and including the index date. Association rule mining was applied to identify comorbid condition combinations. ACEs and healthcare costs were assessed using all data within 12 months after the index date. Multivariable generalized linear models were performed to examine the associations between multimorbidity and ACEs and healthcare costs. Results: Of 223 923 patients with ASCVD (mean [SD] age, 73.6 [10.7] years; 42.2% female), 98.5% had ≥2, and 80.2% had ≥5 comorbid conditions. The most common comorbid condition dyad was hypertension-hyperlipidemia (78.7%). The most common triad was hypertension-hyperlipidemia-pain disorders (61.1%). The most common quartet was hypertension-hyperlipidemia-pain disorders-diabetes (30.2%). The most common quintet was hypertension-hyperlipidemia-pain disorders-diabetes-obesity (16%). The most common sextet was hypertension-hyperlipidemia-pain disorders-diabetes-obesity-osteoarthritis (7.6%). The mean [SD] number of comorbid conditions was 7.1 [3.2]. The multimorbidity burden tended to increase in older age groups and was comparatively higher in females and in those with higher social vulnerability. The increased number of comorbid conditions was significantly associated with increased ACEs and increased healthcare costs. Discussion: Extremely prevalent multimorbidity should be considered in the context of clinical decision-making to optimize secondary prevention of ASCVD. Conclusions: Multimorbidity was extremely prevalent among patients with ASCVD. Multimorbidity patterns varied considerably across ASCVD patients and by age, gender, and social vulnerability status. Multimorbidity was strongly associated with ACEs and healthcare costs.

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动脉粥样硬化性心血管疾病中的多病症及其与不良心血管事件和医疗成本的关系:真实世界证据研究》。
背景:动脉粥样硬化性心血管疾病(ASCVD)仍然是美国乃至全世界导致死亡和残疾的主要原因。目的评估 ASCVD 患者的多病负担及其与不良心血管事件 (ACE) 和医疗成本的关系。方法:这是一项回顾性观察性研究:这是一项使用 Aetna 索赔数据库进行的回顾性观察队列研究。在研究期间(1/1/2018-10/31/2021)确定了 ASCVD 患者。最早的 ASCVD 诊断日期被确定为指数日期。合格患者的年龄≥18 岁,在指数日期前后加入医疗保险的时间≥12 个月。合并症的评估使用了指数日期之前(包括指数日期)12 个月内的所有可用数据。关联规则挖掘用于识别合并症组合。ACE 和医疗费用的评估使用了指数日期后 12 个月内的所有数据。采用多变量广义线性模型研究了多病症与 ACEs 和医疗费用之间的关联。结果:在 223 923 名 ASCVD 患者(平均 [SD] 年龄为 73.6 [10.7] 岁;42.2% 为女性)中,98.5% 的患者合并症≥2 种,80.2% 的患者合并症≥5 种。最常见的合并症为高血压-高脂血症(78.7%)。最常见的三联症是高血压-高脂血症-疼痛障碍(61.1%)。最常见的四重奏是高血压-高脂血症-疼痛障碍-糖尿病(30.2%)。最常见的五重奏是高血压-高脂血症-疼痛障碍-糖尿病-肥胖(16%)。最常见的六重组合是高血压-高脂血症-疼痛性疾病-糖尿病-肥胖-骨关节炎(7.6%)。合并症的平均[标码]数量为 7.1 [3.2]。年龄越大,多病负担越重,女性和社会弱势人群的多病负担相对较高。合并症数量的增加与 ACE 的增加和医疗费用的增加密切相关。讨论:在临床决策中应考虑极为普遍的多病症,以优化急性心血管疾病的二级预防。结论:ASCVD患者的多病症发病率极高。不同年龄、性别和社会弱势地位的 ASCVD 患者的多病症模式差异很大。多发病与ACE和医疗费用密切相关。
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CiteScore
3.00
自引率
0.00%
发文量
55
审稿时长
10 weeks
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