Title
MRSA Transmission Reduction Using Agent-Based Modeling and Simulation
Abstract
Methicillin-resistant Staphylococcus aureus (MRSA) is a significant ongoing problem in health care, posing a substantial threat to hospitals and communities as well. Its spread among patients causes many downstream effects, such as a longer length of stay for patients, higher costs for hospitals and insurance companies, and fatalities. An agent-based simulation model is developed to investigate the dynamics of MRSA transmission within a hospital. The simulation model is used to examine the effectiveness of various infection control procedures and explore more specific questions relevant to hospital administrators and policy makers. Simulation experiments are performed to examine the effects of hand-hygiene compliance and efficacy, patient screening, decolonization, patient isolation, and health-care worker-to-patient ratios on the incidence of MRSA transmission and other relevant metrics. Experiments are conducted to investigate the dynamic between the number of colonizations directly attributable to nurses and physicians, including rogue health-care workers who practice poor hygiene. We begin to explore the most likely threats to trigger an outbreak in hospitals that practice high hand-hygiene compliance and additional preventive measures.
Year
DOI
Venue
2010
10.1287/ijoc.1100.0386
INFORMS Journal on Computing
Keywords
Field
DocType
agent-based simulation model,mrsa transmission,hospital administrator,simulation experiment,mrsa transmission reduction,hand-hygiene compliance,simulation model,patient screening,health-care worker-to-patient ratio,patient isolation,agent-based modeling,practice high hand-hygiene compliance,simulation,probability,health care,epidemiology
Health care,Transmission (mechanics),Mathematical optimization,Simulation,Poor hygiene,Epidemiology,Outbreak,Medical emergency,Patient isolation,Mathematics,Infection control procedures
Journal
Volume
Issue
ISSN
22
4
1091-9856
Citations 
PageRank 
References 
8
1.38
1
Authors
3
Name
Order
Citations
PageRank
Sean Barnes181.38
Bruce Golden2634.62
Edward A. Wasil389885.07