Combined DES/SD model of breast cancer screening for older women, I: Natural-history simulation

被引:10
|
作者
Tejada, Jeremy J. [1 ]
Ivy, Julie S. [2 ]
Wilson, James R. [2 ]
Ballan, Matthew J. [2 ]
Diehl, Kathleen M. [3 ]
Yankaskas, Bonnie C. [4 ,5 ]
机构
[1] SIMCON Solut LLC, Dallas, TX 75235 USA
[2] N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA
[3] Univ Michigan Hlth Syst, Div Surg Oncol, Dept Surg, Ann Arbor, MI 48109 USA
[4] Univ N Carolina, Dept Radiol, Chapel Hill, NC 27516 USA
[5] Univ N Carolina, Dept Epidemiol, Chapel Hill, NC 27516 USA
关键词
breast cancer; combined discrete-continuous simulation; medical decision making; chronic disease; screening older U.S. women; system dynamics; discrete-event simulation; Health care; ELDERLY-WOMEN; MATHEMATICAL-MODEL; CERVICAL-CANCER; GROWTH-RATE; TUMOR SIZE; MAMMOGRAPHY; MORPHOMETRY; DIAGNOSIS; DISEASE; HEALTH;
D O I
10.1080/0740817X.2014.959671
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Two companion articles develop and exploit a simulation modeling framework to evaluate the effectiveness of breast cancer screening policies for U.S. women who are at least 65years old. This first article examines the main components in the breast cancer screening-and-treatment process for older women; then it introduces a two-phase simulation approach to defining and modeling those components. Finally this article discusses the first-phase simulation, a natural-history model of the incidence and progression of untreated breast cancer for randomly sampled individuals from the designated population of older U.S. women. The companion article details the second-phase simulation, an integrated 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 women afflicted with the disease. Both simulation models are composed of interacting sub-models that represent key aspects of the incidence, progression, screening, treatment, survival, and cost of breast cancer in the population of older U.S. women as well as the overall structure of the system for detecting and treating the disease.
引用
收藏
页码:600 / 619
页数:20
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