Skip to main content
Article
Association Between Modifiable Risk Factors and Pharmaceutical Expenditures Among Adults With Atherosclerotic Cardiovascular Disease in the United States: 2012–2013 Medical Expenditures Panel Survey
Department of Biostatistics Faculty Publications
  • Joseph A. Salami, Baptist Health South Florida
  • Javier Valero‐Elizondo, Baptist Health South Florida
  • Oluseye Ogunmoroti, Department of Epidemiology, Florida International University; Baptist Health South Florida
  • Erica S. Spatz, Yale University
  • Jamal S. Rana, Kaiser Permanente Norther California; University of San Francisco
  • Salim S. Virani, Baylor College of Medicine
  • Ron Blankenstein, Brigham and Women's Hospital
  • Adnan Younus, Baptist Health South Florida
  • Alejandro Arrieta, Department of Health Policy and Management, Florida International University
  • Michael J. Blaha, The Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease
  • Emir Veledar, Department of Biostatistics, Florida International University; Baptist Health South Florida; Emory University
  • Khurram Nasir, Department of Epidemiology and the Herbert Wertheim College of Medicine, Florida International University; Baptist Health Medical Group; The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease
Date of this Version
6-9-2017
Document Type
Article
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 disease 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.

Comments

Originally published in the Journal of the American Heart Association.

Creative Commons License
Creative Commons Attribution-Noncommercial 4.0
Citation Information
Joseph A. Salami, Javier Valero‐Elizondo, Oluseye Ogunmoroti, Erica S. Spatz, et al.. "Association Between Modifiable Risk Factors and Pharmaceutical Expenditures Among Adults With Atherosclerotic Cardiovascular Disease in the United States: 2012–2013 Medical Expenditures Panel Survey" (2017)
Available at: http://works.bepress.com/emir-veledar/15/