학술논문

MODELING AN INFORMATION-BASED COMMUNITY HEALTH INTERVENTION ON THE SOUTH SIDE OF CHICAGO
Document Type
Conference
Source
2018 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2018. :2600-2611 Dec, 2018
Subject
Computing and Processing
General Topics for Engineers
Sociology
Statistics
Schedules
Computational modeling
Medical services
Data models
Dynamic scheduling
Language
ISSN
1558-4305
Abstract
We describe the development and application of a model that simulates the impact of CommunityRx, an information-based health intervention, on the utilization of community-based resources. The model includes a synthetic population of agents matching the sociodemographic characteristics of the South Side of Chicago, along with their activities and behaviors. We simulate the information-based intervention and model agent decision-making about using community resources to maintain health, based on a dynamic dosing of information about community resources, gained through interactions and experience. Through in silico experiments, our model aims to demonstrate the flow and spread of information from primary agents to others in the community, and through these dynamic interactions, the impact of an individual-level information intervention on resource utilization.