We aimed to estimate the risk of COVID-19 outbreaks associated with air travel to a COVID-19-free country [New Zealand (NZ)]. A stochastic version of the SEIR model CovidSIM v1.1, designed specifically for COVID-19 was utilised. We first considered historical data for Australia before it eliminated COVID-19 (equivalent to an outbreak generating 74 new cases/day) and one flight per day to NZ with no interventions in place. This gave a median time to an outbreak of 0.2 years (95% range of simulation results: 3 days to 1.1 years) or a mean of 110 flights per outbreak. However, the combined use of a pre-flight PCR test of saliva, three subsequent PCR tests (on days 1, 3 and 12 in NZ), and various other interventions (mask use and contact tracing) reduced this risk to one outbreak after a median of 1.5 years (20 days to 8.1 years). A pre-flight test plus 14 days quarantine was an even more effective strategy (4.9 years; 2,594 flights). For a much lower prevalence (representing only two new community cases per week in the whole of Australia), the annual risk of an outbreak with no interventions was 1.2% and had a median time to an outbreak of 56 years. In contrast the risks associated with travellers from Japan and the United States was very much higher and would need quarantine or other restrictions. Collectively, these results suggest that multi-layered interventions can markedly reduce the risk of importing the pandemic virus via air travel into a COVID-19-free nation. For some low-risk source countries, there is the potential to replace 14-day quarantine with alternative interventions. However, all approaches require public and policy deliberation about acceptable risks, and continuous careful management and evaluation.
机构:
Tel Aviv Univ, Sch Publ Hlth, Tel Aviv, Israel
Tel Aviv Univ, Porter Sch Environm & Earth Sci, Tel Aviv, IsraelTel Aviv Univ, Sch Publ Hlth, Tel Aviv, Israel
Daon, Yair
Thompson, Robin N.
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Univ Oxford, Math Inst, Oxford, England
Univ Oxford, Christ Church, Oxford, EnglandTel Aviv Univ, Sch Publ Hlth, Tel Aviv, Israel
Thompson, Robin N.
Obolski, Uri
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Tel Aviv Univ, Sch Publ Hlth, Tel Aviv, Israel
Tel Aviv Univ, Porter Sch Environm & Earth Sci, Tel Aviv, IsraelTel Aviv Univ, Sch Publ Hlth, Tel Aviv, Israel
机构:
Zhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Guangdong Res Ctr Environm Pollut Prevent & Contr, Guangzhou 510220, Peoples R ChinaZhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Li, Lili
Mao, Zhihui
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Zhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Guangdong Res Ctr Environm Pollut Prevent & Contr, Guangzhou 510220, Peoples R ChinaZhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Mao, Zhihui
Du, Jianjun
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Zhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Guangdong Res Ctr Environm Pollut Prevent & Contr, Guangzhou 510220, Peoples R ChinaZhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Du, Jianjun
Chen, Tao
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机构:
South China Normal Univ, SCNU Environm Res Inst, Guangdong Prov Key Lab Chem Pollut & Environm Saf, Guangzhou 510006, Peoples R China
South China Normal Univ, SCNU Environm Res Inst, MOE Key Lab Environm Theoret Chem, Guangzhou 510006, Peoples R ChinaZhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Chen, Tao
Cheng, Lu
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Zhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Guangdong Res Ctr Environm Pollut Prevent & Contr, Guangzhou 510220, Peoples R ChinaZhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
Cheng, Lu
Wen, Xiaocui
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机构:
South China Normal Univ, SCNU Environm Res Inst, Guangdong Prov Key Lab Chem Pollut & Environm Saf, Guangzhou 510006, Peoples R China
South China Normal Univ, SCNU Environm Res Inst, MOE Key Lab Environm Theoret Chem, Guangzhou 510006, Peoples R ChinaZhongkai Univ Agr & Engn, Coll Resources & Environm, Guangzhou 510225, Peoples R China
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China
Fan, Cheng
Li, Ying
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机构:
Beijing Int Studies Univ, China Acad Culture & Tourism, Beijing 100024, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China
Li, Ying
Guang, Jie
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Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China
Guang, Jie
Li, Zhengqiang
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Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China
Li, Zhengqiang
Elnashar, Abdelrazek
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机构:
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Chinese Acad Sci, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing 100094, Peoples R China
Cairo Univ, Fac African Postgrad Studies, Dept Nat Resources, Giza 12613, EgyptChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China
Elnashar, Abdelrazek
Allam, Mona
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Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Natl Water Res Ctr, Environm & Climate Changes Res Inst, El Qanater El Khairiya 136215, EgyptChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote S, Beijing 100101, Peoples R China