A comparison of alternative vaccination strategies for protecting those vulnerable to illness, hospitalization, or death upon infection with SARS-CoV-2: A metapopulation modeling study
Feng, Z.; Day, T.; Glasser, J. W.
Show abstract
BackgroundU.S. vaccination policymakers initially prioritized healthcare, other frontline essential workers, and those at greatest risk of severe COVID-19. Protection may be direct, by decreasing susceptibility to infection if exposed, or indirect, by decreasing the risk of exposure through the vaccination of others. MethodsWe modified our published SARS-CoV-2 transmission model by including immunity-moderated disease, updating some parameters, and making others time-varying. Then we derived the metapopulation reproduction numbers and related analytical quantities and compared the respective impacts of protecting vulnerable people directly and indirectly from 14 December 2020, when vaccination began, to 11 May 2024, when the Public Health Emergency ended. FindingsA greater proportion of young people, particularly adolescents, had antibodies to nucleocapsid protein than adults before schools reopened for the 2021-22 school year, their vaccination lagged far behind that of older people, especially during the Omicron epoch, and they caused more infections. Nonetheless, we found that, while vaccinating to reduce transmission averted more infections, the actual vaccination strategy averted more illnesses, hospitalizations, and deaths. InterpretationBecause of the age-dependence of severe COVID-19, which policy was designed to mitigate, vaccinating older people was more effective than vaccinating the younger ones who might otherwise have infected them. This result would not hold if, contrary to presently available evidence, the effectiveness of vaccination or duration of vaccine-induced immunity varied inversely with age. FundingWe used two nationwide, CDC-funded, serological surveys. Except for Professor Day, the authors are (or were) U.S. government employees whose research is (or was) not funded independently. Research in contextO_ST_ABSEvidence before this studyC_ST_ABSThe utility of vaccination in reducing infections or infectiousness and mitigating disease is well known. The rapidity with which astonishingly effective mRNA vaccines against COVID-19 were produced is among the greatest scientific achievements of our lifetimes. Less well known is how to deploy these public health tools most effectively. When, for example, is indirect versus direct protection indicated? Added value of this studyWe used a validated SARS-CoV-2 transmission model to compare the actual COVID-19 vaccination program in the United States with a hypothetical alternative designed to reduce transmission. We assumed that the effectiveness of vaccination and duration of immunity, infection- or vaccination-derived, were age-independent. We found that, in terms of protecting those at greatest risk of severe disease, the actual vaccination program outperformed the alternative strategy. Implications of all the available evidenceWhile the immunological response to first doses of COVID-19 vaccine may be less robust among older than younger recipients, available evidence indicates that, after the second or third doses, immunity is comparable. As this may not always be true, protecting elderly and other immunocompromised people by vaccinating those who might otherwise infect them warrants consideration.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Impact of COVID-19-related disruptions to measles, meningococcal A, and yellow fever vaccination in 10 countries 93%
- Reducing RSV hospitalisation in a lower-income country by vaccinating mothers-to-be and their households 93%
- Revealing the drivers of antibiotic resistance trends in Streptococcus pneumoniae amidst the 2020 COVID-19 pandemic: Insights from mathematical modeling 93%
Similar papers in this journal
- Evaluating primary and booster vaccination prioritization strategies for COVID-19 by age and high-contact employment status using data from contact surveys 98%
- Modelling the Interplay between Responsive Individual Vaccination Decisions and the Spread of SARS-CoV-2 96%
- Sustaining effective COVID-19 control in Malaysia through large-scale vaccination 94%
Similar papers in this journal
- Strategic vaccine stockpiles for regional epidemics of emerging viruses: a geospatial modeling framework 95%
- Predicting immune protection against outcomes of infectious disease from population-level effectiveness data with application to COVID-19 95%
- Expected endpoints from future chikungunya vaccine trial sites informed by serological data and modeling 94%
Similar papers in this journal
- Evaluating targeted COVID-19 vaccination strategies with agent-based modeling 96%
- The interplay between vaccination and social distancing strategies affects COVID19 population-level outcomes 94%
- Epidemiological and health economic implications of symptom propagation in respiratory pathogens: A mathematical modelling investigation 94%
Similar papers in this journal
- Ethnic homophily affects vaccine prioritization strategies 98%
- Estimating local outbreak risks and the effects of non-pharmaceutical interventions in age-structured populations: SARS-CoV-2 as a case study 94%
- Modelling the epidemiological implications for SARS-CoV-2 of Christmas household bubbles in England 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.