• DocumentCode
    677584
  • Title

    Combined DES/SD simulaton model of breast cancer screening for older women: An overview

  • Author

    Tejada, Jeremy J. ; Ivy, Julie S. ; Wilson, James R. ; King, Russell E. ; Ballan, Matthew J. ; Kay, Michael G. ; Diehl, Kathleen ; Yankaskas, Bonnie C.

  • Author_Institution
    SIMCON Solutions, LLC, Austin, TX, USA
  • fYear
    2013
  • fDate
    8-11 Dec. 2013
  • Firstpage
    41
  • Lastpage
    53
  • Abstract
    We develop a simulation modeling framework for evaluating the effectiveness of breast cancer screening policies for US women of age 65+. We introduce a two-phase simulation approach to modeling the main components in the breast cancer screening process. The first phase is a natural-history model of the incidence and progression of untreated breast cancer in randomly sampled individuals from the designated population. Combining discrete event simulation (DES) and system dynamics (SD) submodels, the second phase is a screening-and-treatment model that uses information about the genesis of breast cancer in the sampled individuals as generated by the natural-history model to estimate the benefits of different policies for screening the designated population and treating the affected women. Based on extensive simulation-based comparisons of alternative screening policies, we concluded that annual screening from age 65 to age 80 is the best policy for minimizing breast cancer deaths or for maximizing quality-adjusted life-years saved.
  • Keywords
    cancer; discrete event simulation; geriatrics; patient treatment; DES-SD simulation model; US women; breast cancer genesis; breast cancer screening policy; breast cancer screening process; discrete event simulation; natural-history model; older women; screening-and-treatment model; system dynamics submodel; two-phase simulation approach; Breast cancer; Equations; Mathematical model; Sociology; Statistics; Tumors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference (WSC), 2013 Winter
  • Conference_Location
    Washington, DC
  • Print_ISBN
    978-1-4799-2077-8
  • Type

    conf

  • DOI
    10.1109/WSC.2013.6721406
  • Filename
    6721406