Optimizing infectious disease interventions during an emerging epidemic

Type: Article

Publication Date: 2009-12-28

Citations: 167

DOI: https://doi.org/10.1073/pnas.0908491107

Abstract

The emergence and global impact of the novel influenza A(H1N1)v highlights the continuous threat to public health posed by a steady stream of new and unexpected infectious disease outbreaks in animals and humans. Once an emerging epidemic is detected, public health authorities will attempt to mitigate the epidemic by, among other measures, reducing further spread as much as possible. Scarce and/or costly control measures such as vaccines, anti-infective drugs, and social distancing must be allocated while epidemiological characteristics of the disease remain uncertain. Here we present first principles for allocating scarce resources with limited data. We show that under a broad class of assumptions, the simple rule of targeting intervention measures at the group with the highest risk of infection per individual will achieve the largest reduction in the transmission potential of a novel infection. For vaccination of susceptible persons, the appropriate risk measure is force of infection; for social distancing, the appropriate risk measure is incidence of infection. Unlike existing methods that rely on detailed knowledge of group-specific transmission rates, the method described here can be implemented using only data that are readily available during an epidemic, and allows ready adaptation as the epidemic progresses. The need to observe risk of infection helps to focus the ongoing planning and design of new infectious disease surveillance programs; from the presented first principles for allocating scarce resources, we can adjust the prioritization of groups for intervention when new observations on an emerging epidemic become available.

Locations

  • Proceedings of the National Academy of Sciences - View
  • PubMed Central - View
  • Europe PMC (PubMed Central) - View - PDF
  • Digital Access to Scholarship at Harvard (DASH) (Harvard University) - View - PDF
  • PubMed - View

Similar Works

Action Title Year Authors
+ PDF Chat Dynamic Health Policies for Controlling the Spread of Emerging Infections: Influenza as an Example 2011 Reza Yaesoubi
Ted Cohen
+ Evaluation of vaccine rollout strategies for emerging infectious diseases: A model-based approach including protection attitudes 2023 Mauricio PatĂłn
Juan Acuña
Jorge RodrĂ­guez
+ Balancing mitigation strategies for viral outbreaks 2024 Hamed Karami
Pejman Sanaei
Alexandra Smirnova
+ Transitioning from Host-Pathogen Dynamics to Social Interactions: Assessing Vaccination Strategies through the IABM Model 2024 Marlon Nunes Gonzaga
Marcelo Martins de Oliveira
A. P. F. Atman
+ PDF Chat Identifying cost‐effective dynamic policies to control epidemics 2016 Reza Yaesoubi
Ted Cohen
+ PDF Chat Vaccinating to Protect a Vulnerable Subpopulation 2007 Jonathan Dushoff
Joshua B. Plotkin
CĂ©cile Viboud
Lone Simonsen
Mark Miller
Mark Loeb
David J. D. Earn
+ Role of Vaccination Strategies to Host-Pathogen Dynamics in Social Interactions 2024 Marlon Nunes Gonzaga
Marcelo Martins de Oliveira
A. P. F. Atman
+ PDF Chat Assessing the use of antiviral treatment to control influenza 2014 Sarah KrÀmer
Shweta Bansal
+ Optimal Dynamic Prioritization of Scarce COVID-19 Vaccines 2020 Jack H. Buckner
Gerardo Chowell
Michael Springborn
+ Surveillance theory applied to virus detection: a case for targeted discovery 2013 Tiffany L. Bogich
Simon J. Anthony
James D. Nichols
+ PDF Chat Optimal Vaccine Roll-Out Strategies with Respect to Social Distancing Measures for SARS-CoV-2 Pandemic 2021 Konstantinos Spiliotis
Constantinos Chr. Koutsoumaris
Andreas I. Reppas
Jens Starke
Haralampos Hatzikirou
+ Comparative performance of between-population vaccine allocation strategies with applications for emerging pandemics 2023 Keya Joshi
Éva Rumpler
Lee Kennedy‐Shaffer
Rafia Bosan
Marc Lipsitch
+ PDF Chat Optimal, near-optimal, and robust epidemic control 2021 Dylan H. Morris
Fernando W. Rossine
Joshua B. Plotkin
Simon A. Levin
+ PDF Chat Optimal strategies of social distancing and vaccination against seasonal influenza 2013 Eunha Shim
+ PDF Chat Assessing the Use of Antiviral Treatment to Control Influenza 2013 Sarah KrÀmer
Shweta Bansal
+ PDF Chat Optimal timing for social distancing during an epidemic 2020 Oscar Patterson‐Lomba
+ PDF Chat Design of non-pharmaceutical intervention strategies for pandemic influenza outbreaks 2014 Dayna Lee Martinez
Tapas K. Das
+ Optimal allocation of limited vaccine to control an infectious disease: Simple analytical conditions 2021 Isabelle J. Rao
Margaret L. Brandeau
+ Impact of immunity loss on the optimal vaccination strategy for an age-structured epidemiological model 2024 Amira Bouhali
Walid Ben Aribi
Slimane Ben Miled
Amira Kebir
+ PDF Chat Optimizing Vaccine Allocation at Different Points in Time during an Epidemic 2010 Laura Matrajt
Ira M. Longini

Works That Cite This (141)

Action Title Year Authors
+ Challenges for modelling interventions for future pandemics 2022 Mirjam Kretzschmar
Ben Ashby
Elizabeth Fearon
Christopher E. Overton
Jasmina Panovska‐Griffiths
Lorenzo Pellis
Matthew Quaife
Ganna Rozhnova
Francesca Scarabel
Helena B. Stage
+ PDF Chat A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA 2022 BenjamĂ­n Lucas
Behzad Vahedi
Morteza Karimzadeh
+ PDF Chat The 2009 influenza A (H1N1) pandemic 2012 Marianne A. B. van der Sande
André Jacobi
Adam Meijer
Jacco Wallinga
Wim van der Hoek
Mariken van der Lubben
+ Estimates of the reproduction ratio from epidemic surveillance may be biased in spatially structured populations 2024 Piero Birello
Michele Re Fiorentin
Boxuan Wang
Vittoria Colizza
Eugenio Valdano
+ Quantifying individual-level heterogeneity in infectiousness and susceptibility through household studies 2023 Thayer L. Anderson
Anjalika Nande
Carter Merenstein
Brinkley Raynor
Anisha Oommen
Brendan J. Kelly
Michael Z. Levy
Alison L. Hill
+ Choosing pandemic parameters for pandemic preparedness planning: A comparison of pandemic scenarios prior to and following the influenza A(H1N1) 2009 pandemic 2012 Charlie P. van der Weijden
M. L. STEIN
André Jacobi
Mirjam Kretzschmar
Ralf Reintjes
Jim van Steenbergen
Aura Timen
+ PDF Chat Oscillatory dynamics in the dilemma of social distancing 2020 Alina Glaubitz
Feng Fu
+ PDF Chat An infectious disease model on empirical networks of human contact: bridging the gap between dynamic network data and contact matrices 2013 Anna Machens
Francesco Gesualdo
Caterina Rizzo
Alberto Eugenio Tozzi
Alain Barrat
Ciro Cattuto
+ PDF Chat Estimation of country-level basic reproductive ratios for novel Coronavirus (SARS-CoV-2/COVID-19) using synthetic contact matrices 2020 Joe Hilton
Matt J. Keeling
+ PDF Chat Age-Dependent Patterns of Infection and Severity Explaining the Low Impact of 2009 Influenza A (H1N1): Evidence From Serial Serologic Surveys in the Netherlands 2011 Anneke Steens
Sandra Waaijenborg
Peter Teunis
Johan Reimerink
Adam Meijer
Mariken van der Lubben
Marion Koopmans
Marianne A. B. van der Sande
Jacco Wallinga
Michiel van Boven