• DocumentCode
    239199
  • Title

    Assessing lifestyle interventions to improve cardiovascular health using an agent-based model

  • Author

    Yan Li ; Nan Kong ; Lawley, Mark ; Pagan, Jose A.

  • Author_Institution
    Weldon Sch. of Biomed. Eng., Purdue Univ., West Lafayette, IN, USA
  • fYear
    2014
  • fDate
    7-10 Dec. 2014
  • Firstpage
    1221
  • Lastpage
    1232
  • Abstract
    Cardiovascular disease (CVD) is the leading cause of death in the United States (US) and places a heavy economic burden on the healthcare system. Recognizing the importance of CVD prevention, in recent years the American Heart Association (AHA) began to emphasize the need to increase awareness of key risk factors of CVD and proposed a new concept called ideal cardiovascular health. Based on this concept, we developed an agent-based model that is designed to capture individual health progression and study emergent CVD-related population health outcomes (diabetes, myocardial infarction, stroke and death) over a specified time period. We present some preliminary numerical results, which demonstrate the predictive validity of the model and show how the model could be used in practice by assessing the impact of a set of hypothetical lifestyle interventions on CVD-related health outcomes. Our model is designed to help policy-makers assess and compare different intervention programs targeting CVD prevention for the population of their interest.
  • Keywords
    cardiovascular system; diseases; health care; medical computing; AHA; American Heart Association; CVD prevention; CVD risk factors; CVD-related population health outcomes; US; United States; agent-based model; cardiovascular disease; cardiovascular health improvement; death; diabetes; health progression; healthcare system; hypothetical lifestyle intervention assessment; ideal-cardiovascular health concept; myocardial infarction; stroke; Abstracts; Welding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference (WSC), 2014 Winter
  • Conference_Location
    Savanah, GA
  • Print_ISBN
    978-1-4799-7484-9
  • Type

    conf

  • DOI
    10.1109/WSC.2014.7019979
  • Filename
    7019979