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A Network Model of Hand Hygiene: How Good Is Good Enough to Stop the Spread of MRSA?

Published online by Cambridge University Press:  28 June 2017

Neal D. Goldstein*
Affiliation:
Department of Pediatrics, Christiana Care Health System, Newark, Delaware Value Institute, Christiana Care Health System, Newark, Delaware
Stephen C. Eppes
Affiliation:
Department of Pediatrics, Christiana Care Health System, Newark, Delaware
Amy Mackley
Affiliation:
Department of Pediatrics, Christiana Care Health System, Newark, Delaware
Deborah Tuttle
Affiliation:
Department of Pediatrics, Christiana Care Health System, Newark, Delaware
David A. Paul
Affiliation:
Department of Pediatrics, Christiana Care Health System, Newark, Delaware Value Institute, Christiana Care Health System, Newark, Delaware
*
Address correspondence to Neal D. Goldstein, Department of Pediatrics, Christiana Care Health System, 4745 Ogletown-Stanton Road, MAP 1, Suite 116, Newark, DE 19713 ([email protected]).

Abstract

BACKGROUND

Simulation models have been used to investigate the impact of hand hygiene on methicillin-resistant Staphylococcus aureus (MRSA) transmission within the healthcare setting, but they have been limited by their ability to accurately model complex patient–provider interactions.

METHODS

Using a network-based modeling approach, we created a simulated neonatal intensive care unit (NICU) representing the potential for per-hour infant–infant MRSA transmission via the healthcare worker resulting in subsequent colonization. The starting prevalence of MRSA colonized infants varied from 2% to 8%. Hand hygiene ranged from 0% (none) to 100% (theoretical maximum), with an expected effectiveness of 88% inferred from literature.

RESULTS

Based on empiric care provided within a 1-hour period, the mean number of infant–infant MRSA transmissible opportunities per hour was 1.3. Compared to no hand hygiene and averaged across all initial colonization states, colonization was reduced by approximately 29%, 51%, 67%, 80%, and 86% for the respective levels of hygiene: 24%, 48%, 68%, 88%, and 100%. Preterm infants had a 61% increase in MRSA colonization, and mechanically ventilated infants had a 27% increase.

CONCLUSIONS

Even under optimal hygiene conditions, horizontal transmission of MRSA is possible. Additional prevention paradigms should focus on the most acute patients because they are at greatest risk.

Infect Control Hosp Epidemiol 2017;38:945–952

Type
Original Articles
Copyright
© 2017 by The Society for Healthcare Epidemiology of America. All rights reserved 

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Footnotes

PREVIOUS PRESENTATION. This paper was selected for the Lilienfeld Postdoctoral Prize Paper Award at the Society for Epidemiologic Research 2017 Annual Meeting, June 20-23, 2017, in Seattle, Washington.

References

REFERENCES

1. Lam, BC, Lee, J, Lau, YL. Hand hygiene practices in a neonatal intensive care unit: a multimodal intervention and impact on nosocomial infection. Pediatrics 2004;114:e565e571.Google Scholar
2. Wendt, C, Knautz, D, von Baum, H. Differences in hand hygiene behavior related to the contamination risk of healthcare activities in different groups of healthcare workers. Infect Control Hosp Epidemiol 2004;25:203206.CrossRefGoogle Scholar
3. Pittet, D, Allegranzi, B, Sax, H, et al. Evidence-based model for hand transmission during patient care and the role of improved practices. Lancet Infect Dis 2006;6:641652.Google Scholar
4. Bauer, TM, Ofner, E, Just, HM, Just, H, Daschner, FD. An epidemiological study assessing the relative importance of airborne and direct contact transmission of microorganisms in a medical intensive care unit. J Hosp Infect 1990;15:301309.Google Scholar
5. Waters, V, Larson, E, Wu, F, et al. Molecular epidemiology of gram-negative bacilli from infected neonates and health care workers’ hands in neonatal intensive care units. Clin Infect Dis 2004;38:16821687.CrossRefGoogle ScholarPubMed
6. Weinstein, RA. Epidemiology and control of nosocomial infections in adult intensive care units. Am J Med 1991;91:179S184S.Google Scholar
7. Sébille, V, Chevret, S, Valleron, AJ. Modeling the spread of resistant nosocomial pathogens in an intensive-care unit. Infect Control Hosp Epidemiol 1997;18:8492.Google Scholar
8. McBryde, ES, Pettitt, AN, McElwain, DL. A stochastic mathematical model of methicillin-resistant Staphylococcus aureus transmission in an intensive care unit: predicting the impact of interventions. J Theor Biol 2007;245:470481.CrossRefGoogle Scholar
9. Grundmann, H, Hori, S, Winter, B, Tami, A, Austin, DJ. Risk factors for the transmission of methicillin-resistant Staphylococcus aureus in an adult intensive care unit: fitting a model to the data. J Infect Dis 2002;185:481488.CrossRefGoogle Scholar
10. Hall, IM, Barrass, I, Leach, S, Pittet, D, Hugonnet, S. Transmission dynamics of methicillin-resistant Staphylococcus aureus in a medical intensive care unit. J R Soc Interface 2012;9:26392652.CrossRefGoogle Scholar
11. Popoola, VO, Budd, A, Wittig, SM, et al. Methicillin-resistant Staphylococcus aureus transmission and infections in a neonatal intensive care unit despite active surveillance cultures and decolonization: challenges for infection prevention. Infect Control Hosp Epidemiol 2014;35:412418.Google Scholar
12. Ofek Shlomai, N, Rao, S, Patole, S. Efficacy of interventions to improve hand hygiene compliance in neonatal units: a systematic review and meta-analysis. Eur J Clin Microbiol Infect Dis 2015;34:887897.Google Scholar
13. Newnam, KM. Surveillance and isolation of methicillin-resistant Staphylococcus aureus colonization in the neonatal intensive care unit. Adv Neonatal Care 2016;16:298307.Google Scholar
14. Ho, HJ, Poh, BF, Choudhury, S, Krishnan, P, Ang, B, Chow, A. Alcohol handrubbing and chlorhexidine handwashing are equally effective in removing methicillin-resistant Staphylococcus aureus from health care workers’ hands: a randomized controlled trial. Am J Infect Control 2015;43:12461248.Google Scholar
15. Jenness, S, Goodreau, SM, Morris, M. EpiModel: mathematical modeling of infectious disease. R package version 1.2.1. CRAN R Project website. http://CRAN.R-project.org/package=EpiModel. Published 2015. Accessed May 15, 2017.Google Scholar
16. Geva, A, Wright, SB, Baldini, LM, Smallcomb, JA, Safran, C, Gray, JE. Spread of methicillin-resistant Staphylococcus aureus in a large tertiary NICU: network analysis. Pediatrics 2011;128:e1173e1180.Google Scholar
17. Rogowski, JA, Staiger, DO, Patrick, TE, Horbar, JD, Kenny, MJ, Lake, ET. Nurse staffing in neonatal intensive care units in the United States. Res Nurs Health 2015;38:333341.CrossRefGoogle ScholarPubMed
18. Giuffrè, M, Cipolla, D, Bonura, C, et al. Epidemic spread of ST1-MRSA-IVa in a neonatal intensive care unit, Italy. BMC Pediatr 2012;12:64.CrossRefGoogle Scholar
19. Gregory, ML, Eichenwald, EC, Puopolo, KM. Seven-year experience with a surveillance program to reduce methicillin-resistant Staphylococcus aureus colonization in a neonatal intensive care unit. Pediatrics 2009;123:e790e796.Google Scholar
20. Huang, YC, Lien, RI, Su, LH, Chou, YH, Lin, TY. Successful control of methicillin-resistant Staphylococcus aureus in endemic neonatal intensive care units—a 7-year campaign. PLoS One 2011;6:e23001.Google Scholar
21. Popoola, VO, Colantuoni, E, Suwantarat, N. active surveillance cultures and decolonization to reduce Staphylococcus aureus infections in the neonatal intensive care unit. Infect Control Hosp Epidemiol 2016;37:381387.Google Scholar
22. Zervou, FN, Zacharioudakis, IM, Ziakas, PD, Mylonakis, E. MRSA colonization and risk of infection in the neonatal and pediatric ICU: a meta-analysis. Pediatrics 2014;133:e1015e1023.Google Scholar
23. Achermann, Y, Seidl, K, Kuster, SP, et al. Epidemiology of methicillin-susceptible Staphylococcus aureus in a neonatology ward. Infect Control Hosp Epidemiol 2015;36:13051312.Google Scholar
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