ReviewPaediatric respiratory reviews2021
Vaccines and variants: Modelling insights into emerging issues in COVID-19 epidemiology.
Review in Paediatric respiratory reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 39 citations in OpenAlex.
- Modeling and inference of mixed dynamics and detection of causal emergent features.Scientific reports · 2026Article
- Prolonged Evaluation of COVID-19 Vaccine Effectiveness in Healthcare Workers at a Public Tertiary Hospital: A Retrospective Cohort Study.Revista da Sociedade Brasileira de Medicina Tropical · 2026Article
- Kalman Filter-Based Epidemiological Model for Post-COVID-19 Era Surveillance and Prediction.Sensors (Basel, Switzerland) · 2025Article
- How mathematical modelling can inform outbreak response vaccination.BMC infectious diseases · 2024Review
- Efficacy and safety of tofacitinib on COVID-19 patients: A systematic review and meta-analysis.Heliyon · 2024Article
- Enhancing COVID-19 forecasting precision through the integration of compartmental models, machine learning and variants.Scientific reports · 2024Article
- Analysis of the yearly transition function in measles disease modeling.Statistics in medicine · 2024Article
- An Epidemic Model with Infection Age and Vaccination Age Structure.Infectious disease reports · 2024Article
- Covid19Vaxplorer: A free, online, user-friendly COVID-19 vaccine allocation comparison tool.PLOS global public health · 2024Article
- Covid19Vaxplorer: a free, online, user-friendly COVID-19 Vaccine Allocation Comparison Tool.medRxiv : the preprint server for health sciences · 2023Article
- Modeling the impact of the Omicron infection wave in Germany.Biology methods & protocols · 2023Article
- Strategies to tackle SARS-CoV-2 Mu, a newly classified variant of interest likely to resist currently available COVID-19 vaccines.Human vaccines & immunotherapeutics · 2022Article
- Modelling herd immunity requirements in Queensland: impact of vaccination effectiveness, hesitancy and variants of SARS-CoV-2.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2022Article
- Projecting the Pandemic Trajectory through Modeling the Transmission Dynamics of COVID-19.International journal of environmental research and public health · 2022Article
- Projecting the impact of Covid-19 variants and vaccination strategies in disease transmission using a multilayer network model in Costa Rica.Scientific reports · 2022Article
- Article
- Recommendation and Roadmap of Mass Vaccination against Coronavirus Disease 2019 Pandemic in Bangladesh as a Lower-Middle-Income Country.Archives of Razi Institute · 2021Article
- SAR-CoV-2 infection, emerging new variants and the role of activation induced cytidine deaminase (AID) in lasting immunity.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2021Article
- The accumulating consequences of COVID-19 in children.Paediatric respiratory reviews · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Mathematical modelling has played a pivotal role in understanding the epidemiology of and guiding public health responses to the ongoing coronavirus disease of 2019 (COVID-19) pandemic. Here, we review the role of epidemiological models in understanding evolving epidemic characteristics, including the effects of vaccination and Variants of Concern (VoC). We highlight ways in which models continue to provide important insights, including (1) calculating the herd immunity threshold and evaluating its limitations; (2) verifying that nascent vaccines can prevent severe disease, infection, and transmission but may be less efficacious against VoC; (3) determining optimal vaccine allocation strategies under efficacy and supply constraints; and (4) determining that VoC are more transmissible and lethal than previously circulating strains, and that immune escape may jeopardize vaccine-induced herd immunity. Finally, we explore how models can help us anticipate and prepare for future stages of COVID-19 epidemiology (and that of other diseases) through forecasts and scenario projections, given current uncertainties and data limitations.
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What OpenQuestion holds
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.