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Predicting the Effectiveness of Population Replacement Strategy Using Mathematical Modeling
Published on: July 4, 2007
Quantifying the effect of delaying the second COVID-19 vaccine dose in England: a mathematical modelling study
Natsuko Imai1, Thomas Rawson1, Edward S Knock2
1Medical Research Council Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK.
Insights
Delaying the second COVID-19 vaccine dose to 12 weeks in England averted significant hospital admissions and deaths. This strategy successfully reduced the overall burden of coronavirus disease 2019, prioritizing broader initial population protection.
Area of Science:
- Epidemiology
- Vaccinology
- Public Health
Background:
- The UK initiated COVID-19 vaccination programs, initially with a 3-week interval between doses.
- A shift to a 12-week interval was prompted by early data on first-dose effectiveness and the SARS-CoV-2 alpha variant emergence.
Purpose of the Study:
- To quantify the impact of extending the second COVID-19 vaccine dose interval to 12 weeks in England.
- To compare the epidemic trajectory under a 3-week versus a 12-week dosing schedule.
Main Methods:
- A SARS-CoV-2 transmission model was employed, calibrated with English surveillance data (hospital admissions, occupancy, seroprevalence, PCR testing).
- A Bayesian evidence-synthesis framework was used to compare counterfactual (3-week interval) and actual (12-week interval) vaccination rollout scenarios.
Main Results:
- The 12-week strategy resulted in more individuals receiving a first dose compared to the 3-week strategy between December 2020 and September 2021.
- An estimated 58,000 COVID-19 hospital admissions and 10,100 deaths were averted by the 12-week interval strategy.
- The 12-week interval strategy was associated with fewer infections and hospital admissions overall, though it led to more hospitalizations in older individuals during spring 2021 but fewer during summer 2021.
Conclusions:
- England's delayed second-dose COVID-19 vaccination strategy was effective in reducing the overall burden of hospitalizations and deaths.
- Prioritizing partial (single-dose) vaccine-induced protection for a larger population segment proved successful during a period of limited vaccine supply and rising epidemic.
Background:
The UK was the first country to start national COVID-19 vaccination programmes, initially administering doses 3 weeks apart. However, early evidence of high vaccine effectiveness after the first dose and the emergence of the SARS-CoV-2 alpha variant prompted the UK to extend the interval between doses to 12 weeks. In this study, we aimed to quantify the effect of delaying the second vaccine dose in England.
Methods:
We used a previously described model of SARS-CoV-2 transmission, calibrated to COVID-19 surveillance data from England, including hospital admissions, hospital occupancy, seroprevalence data, and population-level PCR testing data, using a Bayesian evidence-synthesis framework. We modelled and compared the epidemic trajectory in the counterfactual scenario in which vaccine doses were administered 3 weeks apart against the real reported vaccine roll-out schedule of 12 weeks. We estimated and compared the resulting numbers of daily infections, hospital admissions, and deaths. In sensitivity analyses, we investigated scenarios spanning a range of vaccine effectiveness and waning assumptions.
Findings:
In the period from Dec 8, 2020, to Sept 13, 2021, the number of individuals who received a first vaccine dose was higher under the 12-week strategy than the 3-week strategy. For this period, we estimated that delaying the interval between the first and second COVID-19 vaccine doses from 3 to 12 weeks averted a median (calculated as the median of the posterior sample) of 58 000 COVID-19 hospital admissions (291 000 cumulative hospitalisations [95% credible interval 275 000-319 000] under the 3-week strategy vs 233 000 [229 000-238 000] under the 12-week strategy) and 10 100 deaths (64 800 deaths [60 200-68 900] vs 54 700 [52 800-55 600]). Similarly, we estimated that the 3-week strategy would have resulted in more infections compared with the 12-week strategy. Across all sensitivity analyses the 3-week strategy resulted in a greater number of hospital admissions. In results by age group, the 12-week strategy led to more hospitalisations and deaths in older people in spring 2021, but fewer following the emergence of the delta variant during summer 2021.
Interpretation:
England's delayed-second-dose vaccination strategy was informed by early real-world data on vaccine effectiveness in the context of limited vaccine supplies in a growing epidemic. Our study shows that rapidly providing partial (single-dose) vaccine-induced protection to a larger proportion of the population was successful in reducing the burden of COVID-19 hospitalisations and deaths overall.
Funding:
UK National Institute for Health Research; UK Medical Research Council; Community Jameel; Wellcome Trust; UK Foreign, Commonwealth and Development Office; Australian National Health and Medical Research Council; and EU.
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