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Selecting Nonpharmaceutical Interventions for Influenza

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  • Rachael M. Jones
  • Elodie Adida

Abstract

Models of influenza transmission have focused on the ability of vaccination, antiviral therapy, and social distancing strategies to mitigate epidemics. Influenza transmission, however, may also be interrupted by hygiene interventions such as frequent hand washing and wearing masks or respirators. We apply a model of influenza disease transmission that incorporates hygiene and social distancing interventions. The model describes population mixing as a Poisson process, and the probability of infection upon contact between an infectious and susceptible person is parameterized by p. While social distancing interventions modify contact rates in the population, hygiene interventions modify p. Public health decision making involves tradeoffs, and we introduce an objective function that considers the direct costs of interventions and new infections to determine the optimum intervention type (social distancing versus hygiene intervention) and population compliance for epidemic mitigation. Significant simplifications have been made in these models. However, we demonstrate that the method is feasible, provides plausible results, and is sensitive to the selection of model parameters. Specifically, we show that the optimum combination of nonpharmaceutical interventions depends upon the probability of infection, intervention compliance, and duration of infectiousness. Means by which realism can be increased in the method are discussed.

Suggested Citation

  • Rachael M. Jones & Elodie Adida, 2013. "Selecting Nonpharmaceutical Interventions for Influenza," Risk Analysis, John Wiley & Sons, vol. 33(8), pages 1473-1488, August.
  • Handle: RePEc:wly:riskan:v:33:y:2013:i:8:p:1473-1488
    DOI: 10.1111/j.1539-6924.2012.01938.x
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    References listed on IDEAS

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    1. Condon, Bradly John & Sinha, Tapen, 2010. "Who is that masked person: The use of face masks on Mexico City public transportation during the Influenza A (H1N1) outbreak," Health Policy, Elsevier, vol. 95(1), pages 50-56, April.
    2. Rachael M. Jones & Elodie Adida, 2011. "Influenza Infection Risk and Predominate Exposure Route: Uncertainty Analysis," Risk Analysis, John Wiley & Sons, vol. 31(10), pages 1622-1631, October.
    3. Mark Nicas & Rachael M. Jones, 2009. "Relative Contributions of Four Exposure Pathways to Influenza Infection Risk," Risk Analysis, John Wiley & Sons, vol. 29(9), pages 1292-1303, September.
    4. Richard C. Larson, 2007. "Simple Models of Influenza Progression Within a Heterogeneous Population," Operations Research, INFORMS, vol. 55(3), pages 399-412, June.
    5. Neil M. Ferguson & Derek A. T. Cummings & Christophe Fraser & James C. Cajka & Philip C. Cooley & Donald S. Burke, 2006. "Strategies for mitigating an influenza pandemic," Nature, Nature, vol. 442(7101), pages 448-452, July.
    6. Joël Mossong & Niel Hens & Mark Jit & Philippe Beutels & Kari Auranen & Rafael Mikolajczyk & Marco Massari & Stefania Salmaso & Gianpaolo Scalia Tomba & Jacco Wallinga & Janneke Heijne & Malgorzata Sa, 2008. "Social Contacts and Mixing Patterns Relevant to the Spread of Infectious Diseases," PLOS Medicine, Public Library of Science, vol. 5(3), pages 1-1, March.
    7. Nicole C. J. Brienen & Aura Timen & Jacco Wallinga & Jim E. Van Steenbergen & Peter F. M. Teunis, 2010. "The Effect of Mask Use on the Spread of Influenza During a Pandemic," Risk Analysis, John Wiley & Sons, vol. 30(8), pages 1210-1218, August.
    8. Mirjam Kretzschmar & Rafael T Mikolajczyk, 2009. "Contact Profiles in Eight European Countries and Implications for Modelling the Spread of Airborne Infectious Diseases," PLOS ONE, Public Library of Science, vol. 4(6), pages 1-8, June.
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