• DocumentCode
    145600
  • Title

    Using Agent-Based Modeling to Inform Regional Health Care System Investment and Planning

  • Author

    Kruzikas, Denise T. ; Higashi, Mitchell K. ; Edgar, Marc ; Macal, Charles M. ; Graziano, Diane J. ; North, Michael J. ; Collier, Nick T.

  • Author_Institution
    Health Econ., GE Healthcare, Waukesha, WI, USA
  • Volume
    2
  • fYear
    2014
  • fDate
    10-13 March 2014
  • Firstpage
    211
  • Lastpage
    214
  • Abstract
    An agent-based model is used to simulate a developing region population, disease burden, health care infrastructure and estimate the impact of resource investment decisions on population health and health care costs. In this approach, the primary agents are individual health care facilities, capturing population characteristics, facility catchment population, and facility diagnostic capacity and strategies. Health facility investment decisions are represented by new hospital placement and capacity in selected jurisdictions. Impact on outcomes is simulated over a time horizon of up to 20 years. Data visualization is applied and used to compare multiple scenarios to help inform public health planning, investment and policy decision-making.
  • Keywords
    data visualisation; diseases; health care; hospitals; investment; medical administrative data processing; strategic planning; agent-based model; data visualization; developing region population characteristics; disease burden; facility catchment population; facility diagnostic strategies; health care infrastructure; health facility investment decision; hospital facility diagnostic capacity; hospital placement; individual health care facilities; policy decision making; population health care cost; public health planning; regional health care system investment; resource investment decisions; Biological system modeling; Computational modeling; Hospitals; Investment; Sociology; Statistics; agent-based modeling and simulation; epidemiology modeling; infrastructure investment; public health planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Computational Intelligence (CSCI), 2014 International Conference on
  • Conference_Location
    Las Vegas, NV
  • Type

    conf

  • DOI
    10.1109/CSCI.2014.120
  • Filename
    6822331