Understanding the Effects of Competition for Constrained Colonoscopy Services with the Introduction of Population-level Colorectal Cancer Screening.
Median wait times for gastroenterology services in Canada exceed consensus-recommended targets and have worsened substantially over the past decade. Meanwhile, efforts to control colorectal cancer have shifted their focus to screening asymptomatic, average-risk individuals. Along with increasing prevalence of colorectal cancer due to an aging population, screening programs are expected to add substantially to the existing burden on colonoscopy services, and create competition for limited services among individuals of varying risk. Failure to understand the effects of operational programmatic screening decisions may cause unintended harm to both screening participants and higher-risk patients, make inefficient use of limited health care resources, and ultimately hinder a program's success.



We present a new simulation model (Simulation of Cancer Outcomes for Planning Exercises, or SCOPE) for colorectal cancer screening which, unlike many other colorectal cancer screening models, reflects the effects of competition for limited colonoscopy services between patient groups and can be used to guide planning to ensure adequate resource allocation. We include verification and validation results for the SCOPE model.



A discrete event simulation model was developed based on an epidemiological representation of colorectal cancer in a sample population. Colonoscopy service and screening modules were added to allow observation of screening scenarios and resource considerations. The model reproduces population-based data on prevalence of colorectal cancer by stage, and mortality by cause of death, age, and sex, and attendant demand and wait times for colonoscopy services.



The study model differs from existing screening models in that it explicitly considers the colonoscopy resource implications of screening activities and the impact of constrained resources on screening effectiveness.
Department of Community Health and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, NS (LAC).
Leslie Anne
LA
Campbell
Department of Industrial Engineering, Faculty of Engineering, Dalhousie University, Halifax, NS (JTB).
John T
JT
Blake
Department of Community Health and Epidemiology, Faculty of Medicine, Dalhousie University, Halifax, NS (GK).
George
G
Kephart
Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, ON (EG).
Eva
E
Grunfeld
Division of Digestive Care & Endoscopy, Department of Medicine, Faculty of Medicine, Dalhousie University, Halifax, NS (DM).
Donald
D
MacIntosh
D000367:Age Factors; D000368:Aged; D002170:Canada; D003113:Colonoscopy; D015179:Colorectal Neoplasms / Q000175:diagnosis* / Q000401:mortality / Q000473:pathology; D003198:Computer Simulation; D055088:Early Detection of Cancer / Q000706:statistics & numerical data*; D004465:Economic Competition / Q000706:statistics & numerical data*; D005260:Female; D015276:Health Care Rationing / Q000191:economics / Q000458:organization & administration*; D006801:Humans; D008297:Male; D008875:Middle Aged; D009367:Neoplasm Staging; D015203:Reproducibility of Results; D012737:Sex Factors; D014850:Waiting Lists
Average-risk colorectal cancer screening; colonoscopy resources; discrete event simulation; resource competition