ArticlePloS one2010
Optimal pandemic influenza vaccine allocation strategies for the Canadian population.
Article in PloS one, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 1 of them a synthesis that pooled it.
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Who cites it
46 citing papers in PubMed, 1 synthesis or guideline pooled it, 114 citations in OpenAlex.
- A systematic literature review on public health and healthcare resources for pandemic preparedness planning.BMC public health · 2024Pooled it
- A Human Mobility-Based Modeling Study of Influenza Vaccination Strategies Across Socioeconomically Disparate Regions in China.Vaccines · 2026Article
- Modelling the impact of vaccination on cholera transmission dynamics under stratified populations and seasonality.Infectious Disease Modelling · 2025Article
- A Retrospective Study of the Effects of COVID-19 Non-Pharmaceutical Interventions on Influenza in Canada.Infectious disease reports · 2025Article
- Optimal control prevents itself from eradicating stochastic disease epidemics.PLoS computational biology · 2025Article
- Protect or prevent? A practicable framework for the dilemmas of COVID-19 vaccine prioritization.PloS one · 2025Article
- Mathematical modelling for pandemic preparedness in Canada: Learning from COVID-19.Canada communicable disease report = Releve des maladies transmissibles au Canada · 2024Article
- Evaluating vaccine allocation strategies using simulation-assisted causal modeling.Patterns (New York, N.Y.) · 2023Article
- Understanding the impact of disease and vaccine mechanisms on the importance of optimal vaccine allocation.Infectious Disease Modelling · 2023Article
- Comparative performance of between-population vaccine allocation strategies with applications for emerging pandemics.Vaccine · 2023Article
- Prioritization of COVID-19 vaccination. The added value of the "VALIDATE" approach.Health policy (Amsterdam, Netherlands) · 2022Review
- Evaluating strategies for spatial allocation of vaccines based on risk and centrality.Journal of the Royal Society, Interface · 2022Article
- Article
- Optimal allocation of limited vaccine to minimize the effective reproduction number.Mathematical biosciences · 2021Article
- Using Constrained Optimization for the Allocation of COVID-19 Vaccines in the Philippines.Applied health economics and health policy · 2021Article
- Optimal allocation of limited vaccine to control an infectious disease: Simple analytical conditions.Mathematical biosciences · 2021Article
- Optimizing Spatial Allocation of COVID-19 Vaccine by Agent-Based Spatiotemporal Simulations.GeoHealth · 2021Article
- Strategies for Vaccine Prioritization and Mass Dispensing.Vaccines · 2021Article
- Strategic spatiotemporal vaccine distribution increases the survival rate in an infectious disease like Covid-19.Scientific reports · 2020Article
- Optimal Management of Public Perceptions During A Flu Outbreak: A Game-Theoretic Perspective.Bulletin of mathematical biology · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe world is currently confronting the first influenza pandemic of the 21(st) century. Influenza vaccination is an effective preventive measure, but the unique epidemiological features of swine-origin influenza A (H1N1) (pH1N1) introduce uncertainty as to the best strategy for prioritization of vaccine allocation. We sought to determine optimal prioritization of vaccine distribution among different age and risk groups within the Canadian population, to minimize influenza-attributable morbidity and mortality. METHODOLOGY/PRINCIPAL
findingsWe developed a deterministic, age-structured compartmental model of influenza transmission, with key parameter values estimated from data collected during the initial phase of the epidemic in Ontario, Canada. We examined the effect of different vaccination strategies on attack rates, hospitalizations, intensive care unit admissions, and mortality. In all scenarios, prioritization of high-risk individuals (those with underlying chronic conditions and pregnant women), regardless of age, markedly decreased the frequency of severe outcomes. When individuals with underlying medical conditions were not prioritized and an age group-based approach was used, preferential vaccination of age groups at increased risk of severe outcomes following infection generally resulted in decreased mortality compared to targeting vaccine to age groups with higher transmission, at a cost of higher population-level attack rates. All simulations were sensitive to the timing of the epidemic peak in relation to vaccine availability, with vaccination having the greatest impact when it was implemented well in advance of the epidemic peak. CONCLUSIONS/SIGNIFICANCE: Our model simulations suggest that vaccine should be allocated to high-risk groups, regardless of age, followed by age groups at increased risk of severe outcomes. Vaccination may significantly reduce influenza-attributable morbidity and mortality, but the benefits are dependent on epidemic dynamics, time for program roll-out, and vaccine uptake.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.