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Association Between Modifiable Risk Factors and Pharmaceutical Expenditures Among Adults With Atherosclerotic Cardiovascular Disease in the United States: 2012-2013 Medical Expenditures Panel Survey

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Last modified
  • 03/05/2025
Type of Material
Authors
    Joseph A. Salami, Baptist Health South FloridaJavier Valero-Elizondo, Baptist Health South FloridaOluseye Ogunmoroti, Baptist Health South FloridaErica S. Spatz, Yale UniversityJamal S. Rana, Kaiser Permanente Northern CaliforniaSalim S. Virani, Baylor College of MedicineRon Blankstein, Brigham and Women's HospitalAdnan Younus, Baptist Health South FloridaAlejandro Arrieta, Florida International UniversityMichael J. Blaha, The Johns Hopkins Ciccarone Center for Prevention of Cardiovascular DiseaseEmir Veledar, Emory UniversityKhurram Nasir, Baptist Health South Florida
Language
  • English
Date
  • 2017-06-01
Publisher
  • Wiley Open Access: Creative Commons Attribution Non-Commercial
Publication Version
Copyright Statement
  • © 2017 The Authors.
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Final Published Version (URL)
Title of Journal or Parent Work
ISSN
  • 2047-9980
Volume
  • 6
Issue
  • 6
Supplemental Material (URL)
Abstract
  • Background--Atherosclerotic cardiovascular disease (ASCVD) causes most deaths in the United States and accounts for the highest healthcare spending. The association between the modifiable risk factors (MRFs) of ASCVD and pharmaceutical expenditures are largely unknown. Methods and Results--We examined the association between MRFs and pharmaceutical expenditures among adults with ASCVD using the 2012 and 2013 Medical Expenditure Panel Survey. A 2-part model was used while accounting for the survey's complex design to obtain nationally representative results. All costs were adjusted to 2013 US dollars using the gross domestic product deflator. The annual total pharmaceutical expenditure among those with ASCVD was $71.6 billion, 33% of which was for medications for cardiovascular dis ease and 14% medications for diabetes mellitus. The adjusted relationship between MRFs and pharmaceutical expenditures showed significant marginal increase in average annual pharmaceutical expenditure associated with inadequate physical activity ($ 519 [95% confidence interval (CI), $ 12-918; P=0.011]), dyslipidemia ($ 631 [95% CI, $ 168-1094; P=0.008] ), hypertension: ($ 1078 [95% CI, $ 697-1460; P < 0.001)], and diabetes mellitus ($ 2006 [95% CI, $ 1470-2542] ). Compared with those with optimal MRFs (0-1), those with average MRFs (2-3) spent an average of $ 1184 (95% CI, $ 805-1564; P < 0.001) more on medications, and those with poor MRFs (≥4) spent $ 2823 (95% CI, $ 2338-3307; P < 0.001) more. Conclusions--Worsening MRFs were proportionally associated with higher annual pharmaceutical expenditures among patients with established ASCVD regardless of non-ASCVD comorbidity. In-depth studies of the roles played by other factors in this association can help reduce medication-related expenditures among ASCVD patients.
Author Notes
  • Correspondence to: Khurram Nasir, MD, MPH, Center for Healthcare Advancement and Outcomes, Baptist Health South Florida, 1500 San Remo Ave., Suite 340, Coral Gables, FL 33146. E-mail: khurramn@baptisthealth.net
Keywords
Research Categories
  • Health Sciences, Medicine and Surgery
  • Health Sciences, General

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