• DocumentCode
    3576748
  • Title

    Individual versus integrated simulation techniques in healthcare applications

  • Author

    Abdelghany, Mohammed ; Eltawil, Amr B.

  • Author_Institution
    Ind. Eng. & Syst. Manage., Egypt-Japan Univ. of Sci. & Technol. (E-JUST), Alexandria, Egypt
  • fYear
    2014
  • Firstpage
    1214
  • Lastpage
    1218
  • Abstract
    This paper compares between the individual and integrated simulation models used in the healthcare context. The paper focuses on the individual models using Agent-Based Simulation (ABS), Discrete Event Simulation (DES), and System Dynamics (SD), in addition to the integrated approaches as well as hybrid simulation, considering the advantages and limitations for each technique and the simulation software packages used for modeling. We demonstrate the advantage of the integrated approaches over the individual approaches. Integrated approaches help in modeling more complex healthcare systems and overcome the individual methods limitations. The paper concludes by a suggested framework for integrating the three methods in modeling of emergency rooms in order to achieve new objectives and improve performance.
  • Keywords
    discrete event simulation; health care; software agents; software packages; ABS; DES; SD; agent-based simulation; discrete event simulation; emergency rooms; health care applications; individual simulation techniques; integrated simulation techniques; simulation software packages; system dynamics; Analytical models; Computational modeling; Context modeling; Data models; Hospitals; Predictive models; agent based simulation; discrete event simulation; emergency department; healthcare; hybrid; integrated simulation; system dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/IEEM.2014.7058831
  • Filename
    7058831