Use of Stochastic Epidemic Modeling to Quantify Transmission Rates of Colonization With Methicillin-Resistant Staphylococcus Aureus in an Intensive Care Unit
- 1 July 2005
- journal article
- Published by Cambridge University Press (CUP) in Infection Control & Hospital Epidemiology
- Vol. 26 (7) , 598-606
- https://doi.org/10.1086/502588
Abstract
Objective: To consider statistical methods for estimating transmission rates for colonization of patients with methicillin-resistant Staphylococcus aureus (MRSA) in an intensive care unit (ICU) from three different sources: background contamination, non-isolated patients, and isolated patients.Methods: We developed statistical methods that allowed for the analysis of interval-censored, routine surveillance data and extended the general epidemic model for the flow of patients through the ICU.Results: Within this ICU, the rate of transmission to susceptible patients from a background source of MRSA (0.0092 case per day; 95% confidence interval [CI95], 0.0062–0.0126) is approximately double the rate of transmission from a non-isolated patient (0.0052 case per day; CI95, 0.0013–0.0096) and six times the rate of transmission from an isolated patient (0.0015 case per day; CI95, 0.0001–0.0043). We used the methodology to investigate whether transmission rates vary with workload.Conclusion: Our methodology has general application to infection by and transmission of pathogens in a hospital setting and is appropriate for quantifying the effect of infection control interventions. (Infect Control Hosp Epidemiol 2005;26:598-606)Keywords
This publication has 34 references indexed in Scilit:
- Staphylococcus aureus Nasal Carriage in a Student Community Prevalence, Clonal Relationships, and Risk FactorsInfection Control & Hospital Epidemiology, 2004
- The analysis of hospital infection data using hidden Markov modelsBiostatistics, 2004
- Bayesian Measures of Model Complexity and FitJournal of the Royal Statistical Society Series B: Statistical Methodology, 2002
- Risk Factors for the Transmission of Methicillin‐ResistantStaphylococcus aureusin an Adult Intensive Care Unit: Fitting a Model to the DataThe Journal of Infectious Diseases, 2002
- Preliminary analysis of the transmission dynamics of nosocomial infections: stochastic and management effectsJournal of Hospital Infection, 1999
- Methicillin-ResistantStaphylococcus aureusin the Community: A Hospital-Based StudyInfection Control & Hospital Epidemiology, 1999
- Risk management in infection controlNursing Standard, 1999
- Bayesian Inference for Partially Observed Stochastic EpidemicsJournal of the Royal Statistical Society Series A: Statistics in Society, 1999
- Markov Chain Monte Carlo Convergence Diagnostics: A Comparative ReviewJournal of the American Statistical Association, 1996
- Hand-Washing Patterns in Medical Intensive-Care UnitsNew England Journal of Medicine, 1981