ArticleScientific reports2022
Risk factor targeting for vaccine prioritization during the COVID-19 pandemic.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Predictive models for health outcomes due to SARS-CoV-2, including the effect of vaccination: a systematic review.Systematic reviews · 2024Pooled it
- Long-term safety and effectiveness of mRNA-1273 vaccine in adults: COVE trial open-label and booster phases.Nature communications · 2024Trial
- The impact of risk prioritization in COVID-19 vaccination in Belgium on hospital and intensive care unit admissions.European journal of public health · 2026Article
- COVID Diaries, State Response to COVID Vaccination Program, December 2020 to September 2021.Scientific data · 2026Article
- Infectious Disease Surveillance in the Era of Big Data and AI: Opportunities and Pitfalls.Cureus · 2025Review
- Equity considerations in COVID-19 vaccine allocation modelling: a methodological study.Interface focus · 2025Review
- Prophylactic vaccination strategies for adult patients with diabetes: a narrative review of safety profiles and clinical effectiveness.Clinical and experimental vaccine research · 2025Review
- Building an agile state-wide research infrastructure to address COVID-19 and emerging threats: insights from an equity-centered public health and academic collaboration in California.Frontiers in public health · 2025Article
- Socioeconomic and Demographic Factors Associated With Mortality Before and During the COVID-19 Pandemic: An Analysis of 28 European Countries.International journal of public health · 2025Article
- Who to Boost When: The Effect of Age and Dosing Interval on Delta and Omicron COVID-19 Incidence in the Open-label Phase of the COVE Trial.Open forum infectious diseases · 2024Article
- The Impact of COVID-19 on RNA Therapeutics: A Surge in Lipid Nanoparticles and Alternative Delivery Systems.Pharmaceutics · 2024Review
- Waning Humoral Immune Response Following the Third and Fourth SARS-COV-2 Vaccine: A Cohort Study in Healthcare Workers.Influenza and other respiratory viruses · 2024Article
- Prioritising older individuals for COVID-19 booster vaccination leads to optimal public health outcomes in a range of socio-economic settings.PLoS computational biology · 2024Article
- Exploring the perceptions and experiences of mobile teams on COVID-19 vaccine uptake at the community level: evidence from Benue and Niger states.BMC public health · 2024Article
- Comparing frequency of booster vaccination to prevent severe COVID-19 by risk group in the United States.Nature communications · 2024Article
- Incorporating migrants into National COVID-19 Vaccination Plans in Latin America: A comparative analysis of policies in seven countries.Journal of migration and health · 2024Article
- Characteristics of and Deaths among 333 Persons with Tuberculosis and COVID-19 in Cross-Sectional Sample from 25 Jurisdictions, United States.Emerging infectious diseases · 2023Article
- A novel mathematical model for prioritization of individuals to receive vaccine considering governmental health protocols.The European journal of health economics : HEPAC : health economics in prevention and care · 2023Article
- From Polio to COVID-19: Examining the Impact of Pandemics on Childhood Vaccination Programs.Cureus · 2023Review
- Age-Stratified Model to Assess Health Outcomes of COVID-19 Vaccination Strategies, Ghana.Emerging infectious diseases · 2023Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A key public health question during any disease outbreak when limited vaccine is available is who should be prioritized for early vaccination. Most vaccine prioritization analyses only consider variation in risk of infection and death by a single risk factor, such as age. We provide a more granular approach with stratification by demographics, risk factors, and location. We use this approach to compare the impact of different COVID-19 vaccine prioritization strategies on COVID-19 cases, deaths and disability-adjusted life years (DALYs) over the first 6 months of vaccine rollout, using California as a case example. We estimate the proportion of cases, deaths and DALYs averted relative to no vaccination for strategies prioritizing vaccination by a single risk factor and by multiple risk factors (e.g. age, location). When targeting by a single risk factor, we find that age-based targeting averts the most deaths (62% for 5 million individuals vaccinated) and DALYs (38%) and targeting essential workers averts the least deaths (31%) and DALYs (24%) over the first 6 months of rollout. However, targeting by two or more risk factors simultaneously averts up to 40% more DALYs. Our findings highlight the potential value of multiple-risk-factor targeting of vaccination against COVID-19 and other infectious diseases, but must be balanced with feasibility for policy.
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Registered trials
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