학술논문

A SIMULATION MODEL TO ASSESS THE IMPACT OF INSURANCE EXPANSION ON COLORECTAL CANCER SCREENING AT THE POPULATION LEVEL
Document Type
Conference
Source
2018 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2018. :2701-2712 Dec, 2018
Subject
Computing and Processing
General Topics for Engineers
Object oriented modeling
Insurance
Cancer
History
Sociology
Statistics
Language
ISSN
1558-4305
Abstract
Recent health care reform debates have triggered substantial discussion on how best to improve access to insurance. Colorectal cancer (CRC) is an example of a largely preventable condition, if access to and use of healthcare is increased. Early and ongoing screening and intervention can identify and remove polyps before they become cancerous. We present the development of an individual-based discrete-event simulation model to estimate the impact of insurance expansion scenarios on CRC screening, incidence, mortality, and costs. A national repeated cross-sectional survey was used to estimate which individuals obtained insurance in North Carolina (NC) after the Affordable Care Act (ACA). The potential impact of expanding the state’s Medicaid program is tested and compared to no insurance reform and the ACA without Medicaid expansion. The model integrates a census-based synthetic population, national data, claims based statistical models, and a natural history module in which simulated polyps and cancer progress.