Estimation of country-level basic reproductive ratios for novel Coronavirus (COVID-19) using synthetic contact matrices
preprint
OA: gold
CC-BY-NC-ND-4.0
Abstract
The outbreak of novel coronavirus (COVID-19) has the potential for global spread, infecting large numbers in all countries. In this case, estimating the country-specific basic reproductive ratio is a vital first step in public-health planning. The basic reproductive ratio ( R 0 ) is determined by both the nature of pathogen and the network of contacts through which the disease can spread - with this network determined by socio-demographics including age-structure and household composition. Here we focus on the age-structured transmission within the population, using data from China to inform age-dependent susceptibility and synthetic age-mixing matrices to inform the contact network. This allows us to determine the country-specific basic reproductive ratio as a multiplicative scaling of the value from China. We predict that R 0 will be highest across Eastern Europe and Japan, and lowest across Africa, Central America and South-Western Asia. This pattern is largely driven by the ratio of children to older adults in each country and the observed propensity of clinical cases in the elderly.
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Cites (3)
- The transmissibility of novel Coronavirus in the early stages of the 2019-20 outbreak in Wuhan: Exploring initial point-source exposure sizes and durations using scenario analysis 2020
- Early dynamics of transmission and control of COVID-19: a mathematical modelling study 2020
- Novel coronavirus 2019-nCoV: early estimation of epidemiological parameters and epidemic predictions 2020
References (6)
- Early dynamics of transmission and control of COVID-19: a mathematical modelling study via crossref
- Novel coronavirus 2019-nCoV: early estimation of epidemiological parameters and epidemic predictions via crossref
- The transmissibility of novel Coronavirus in the early stages of the 2019-20 outbreak in Wuhan: Exploring initial point-source exposure sizes and durations using scenario analysis via crossref
- doi:10.1371/journal.pcbi.1005697 via crossref
- doi:10.2307/j.ctvcm4gk0 via crossref
- doi:10.2139/ssrn.3526307 via crossref
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- crossref
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- europepmc
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- unpaywall
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License: CC-BY-NC-ND-4.0