Modeling vaccine allocation and equity implications of COVID-19 containment strategies
Nakamoto, I.
Show abstract
Given the shortage of global COVID-19 vaccines, a critical public concern is whether the strategy of allocation exerts a heterogeneous effect on settings that have imbalanced accessibility. Exacerbated by the mutational characteristics of the pathogen, traits of immunity protection of vaccines, and diversification of human behaviors, the pathway to the full eradication of the COVID-19 pandemic is becoming increasingly complicated and indeterminate. Population-wide evaluation of public interventions remains crucial to evaluate the performance of epidemiology policies. This study employs a mathematical compartmental model combined with the observational data of the United States to examine the potential effect of vaccine allocation on the trajectory of COVID-19 transmission and the elicited equity implications. The outcomes imply that allocation strategies substantially impact the cumulative equilibrium size of a pandemic controlling for confounding factors. Under a framework of a two-dose primary vaccination strategy aiming to curb the total infections for high-accessibility settings (HAS) and low-accessibility settings(LAS), the traits of vaccination, pathogen, and human effort integrally affect the equilibrium of the COVID-19 pandemic in the medium perspective (i.e., up to 5 years). Vaccine allocation increases the healthcare and cost burden for HAS temporarily, in contrast, it reduces the risk of COVID-19 transmission for the LAS. The effects are consistent across a variety of profiles. By enhancing the administration rates of primary doses (i.e., mainly through dose 1 and dose 2), the magnitude of the COVID-19 pandemic decreases contingent on confounding factors. To minimize the magnitude of infection, it is of importance to dynamically monitor the immunity protection of vaccines, the dynamics of virus transmission, and the gap in the human effort.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The importance of sustained compliance with physical distancing during COVID-19 vaccination rollout 96%
- Assessing the risk of COVID-19 epidemic resurgence in relation to the Delta variant and to vaccination passes 94%
- The potential impact of Omicron and future variants of concern on SARS-CoV-2 transmission dynamics and public health burden: a modelling study 94%
Similar papers in this journal
- Epidemiological and health economic implications of symptom propagation in respiratory pathogens: A mathematical modelling investigation 96%
- Evaluating targeted COVID-19 vaccination strategies with agent-based modeling 96%
- The interplay between vaccination and social distancing strategies affects COVID19 population-level outcomes 95%
Similar papers in this journal
- National interest may require distributing COVID-19 vaccines to other countries 96%
- Screening for safe opening of universities under Omicron and Delta variants of COVID-19: When less is more 96%
- COVID-19 vaccines that reduce symptoms but do not block infection need higher coverage and faster rollout to achieve population impact 95%
Similar papers in this journal
- Reducing RSV hospitalisation in a lower-income country by vaccinating mothers-to-be and their households 94%
- Conformist social learning leads to self-organised prevention against adverse bias in risky decision making 93%
- How repeated outbreaks drive the evolution of bacteriophage communication: Insights from a mathematical model 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.