Projecting the impact of behaviour and isolation interventions and super spreader events from mass gatherings and international travel on Malaysia’s COVID-19 epidemic trajectories using an augmented SEIR model
Projecting the impact of behaviour and isolation interventions and super spreader events from mass gatherings and international travel on Malaysia’s COVID-19 epidemic trajectories using an augmented SEIR model
Abstract BackgroundVarious levels of lockdown implemented to contain the rapid spread of COVID-19 are not long-term solutions due to socioeconomic implications. MethodsTo inform safe reopening, we used an augmented SEIR model to project the impact of 1) interventions and potential new epidemic trajectories arising from super spreader (SS) events and/or international travel and 2) re-introducing strong behavioural interventions on resurgence trajectories. ResultsOur model suggests that 50% behaviour intervention effectiveness (BIE) (from enforced social distancing during lockdown, early in the epidemic), along with 50% isolation intervention effectiveness (IIE) (from increased testing and isolating infected individuals) was achieved during lockdown, which curbed COVID-19 transmission in Malaysia. Post-lockdown, BIE plays a minimal role if IIE reaches or exceeds 46.9% when other variables are held constant. At IIE of 30% and BIE of 21.3%, SS events of 5,000 active cases risks COVID-19 resurgence, with 4-year projected 12.9mn cumulative cases and 1.1mn deaths. Earlier action to increase BIE to 50% on day 98 compared to day 111, prevented an additional 21,401 recovered cases and 257 deaths. ConclusionUntil a safe and effective vaccine is widely available, the risk of COVID-19 resurgence from large SS events warrants caution in decisions to allow for mass gatherings and regular international travel.
Wai Son Gregory Ho、Ayub Aidonna Jan、Hanafiah Khayriyyah Mohd
Khazanah Research Institute Level 25, Mercu UEM, Jalan Stesen Sentral 5Khazanah Research Institute Level 25, Mercu UEM, Jalan Stesen Sentral 5School of Biological Sciences, Universiti Sains Malaysia
预防医学医学研究方法医药卫生理论
COVID-19epidemiological modelsuper spreader eventlockdowntransmission
Wai Son Gregory Ho,Ayub Aidonna Jan,Hanafiah Khayriyyah Mohd.Projecting the impact of behaviour and isolation interventions and super spreader events from mass gatherings and international travel on Malaysia’s COVID-19 epidemic trajectories using an augmented SEIR model[EB/OL].(2025-03-28)[2025-08-02].https://www.medrxiv.org/content/10.1101/2020.10.29.20222224.点此复制
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