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

被引:0
作者
Dai, Dingwei [1 ]
Fernandes, Joaquim [1 ]
Sun, Xiaowu [1 ]
Lupton, Laura [1 ]
Payne, Vaughn W. [1 ]
Berk, Alexandra [1 ]
机构
[1] CVS Hlth, Woonsocket, RI 02895 USA
来源
JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH | 2024年 / 11卷 / 01期
关键词
atherosclerotic cardiovascular disease; comorbidity; multimorbidity; adverse cardiovascular events; secondary prevention; healthcare costs; real-world evidence; CLINICAL-PRACTICE GUIDELINES; RESOURCE UTILIZATION; OLDER-ADULTS; EPIDEMIOLOGY; COMBINATIONS;
D O I
10.36469/jheor.2024.94710
中图分类号
F [经济];
学科分类号
02 ;
摘要
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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页码:75 / 85
页数:11
相关论文
共 40 条
  • [1] Academy of Medical Sciences, 2018, Multimorbidity: a priority for global health research, P1
  • [2] High Prevalence of Geriatric Conditions Among Older Adults With Cardiovascular Disease
    Aidoud, Amal
    Gana, Wassim
    Poitau, Fanny
    Debacq, Camille
    Leroy, Victoire
    Nkodo, Jacques-Alexis
    Poupin, Pierre
    Angoulvant, Denis
    Fougere, Bertrand
    [J]. JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2023, 12 (02):
  • [3] Social Determinants of Health and Comorbidities Among Individuals with Atherosclerotic Cardiovascular Disease: The Behavioral Risk Factor Surveillance System Survey
    Al Rifai, Mahmoud
    Jia, Xiaoming
    Pickett, June
    Hussain, Aliza
    Navaneethan, Sankar Dass
    Birtcher, Kim K.
    Ballantyne, Christie
    Petersen, Laura A.
    Virani, Salim S.
    [J]. POPULATION HEALTH MANAGEMENT, 2022, 25 (01) : 39 - 45
  • [4] [Anonymous], 2017, Multiple Chronic Conditions
  • [5] [Anonymous], 2014, Chronic conditions overview
  • [6] Arnett DK, 2019, CIRCULATION, V140, pE596, DOI [10.1161/CIR.0000000000000677, 10.1161/CIR.0000000000000678, 10.1016/j.jacc.2019.03.009, 10.1016/j.jacc.2019.03.010]
  • [7] AHA/ACC/HHS Strategies to Enhance Application of Clinical Practice Guidelines in Patients With Cardiovascular Disease and Comorbid Conditions From the American Heart Association, American College of Cardiology, and US Department of Health and Human Services
    Arnett, Donna K.
    Goodman, Richard A.
    Halperin, Jonathan L.
    Anderson, Jeffrey L.
    Parekh, Anand K.
    Zoghbi, William A.
    [J]. CIRCULATION, 2014, 130 (18) : 1662 - +
  • [8] Epidemiology of Multimorbidity in Older Adults with Cardiovascular Disease
    Bell, Susan P.
    Saraf, Avantika A.
    [J]. CLINICS IN GERIATRIC MEDICINE, 2016, 32 (02) : 215 - +
  • [9] 2022 ACC Expert Consensus Decision Pathway for Integrating Atherosclerotic Cardiovascular Disease and Multimorbidity Treatment: A Framework for Pragmatic, Patient-Centered Care
    Birtcher, Kim K.
    Allen, Larry A.
    Anderson, Jeffrey L.
    Kosiborod, Mikhail
    Mehta, Laxmi S.
    Virani, Salim S.
    Bonaca, Marc P.
    Gluckman, Ty J.
    Hussain, Aliza
    Bhave, Nicole M.
    Aggarwal, Niti R.
    Bozkurt, Biykem
    Erwin, John P.
    Krittanawong, Chayakrit
    Kumbhani, Dharam J.
    Panjrath, Gurusher S.
    Sala-Mercado, Javier A.
    Winchester, David E.
    Coylewright, Megan
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2023, 81 (03) : 292 - 317
  • [10] Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases - Implications for pay for performance
    Boyd, CM
    Darer, J
    Boult, C
    Fried, LP
    Boult, L
    Wu, AW
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2005, 294 (06): : 716 - 724