2020
DOI: 10.1101/2020.01.25.919787
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Time-varying transmission dynamics of Novel Coronavirus Pneumonia in China

Abstract: Rationale: Several studies have estimated basic production number of novel coronavirus pneumonia (NCP). However, the time-varying transmission dynamics of NCP during the outbreak remain unclear. Objectives: We aimed to estimate the basic and time-varying transmission dynamics of NCP across China, and compared them with SARS. Methods: Data on NCP cases by February 7, 2020 were collected from epidemiological investigations or official websites. Data on severe acute respiratory syndrome (SARS) cases in Guangdong … Show more

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Cited by 273 publications
(263 citation statements)
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References 23 publications
(26 reference statements)
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“…Our estimates of 0 are broadly consistent with early estimates from other groups: 2.0-3.3 (Majumder and Mandl, 2020); 2.6 (uncertainty range 1.5-3.5) (Imai et al, 2020b); 2.92 (95% CI 2.28, 3.67) (Liu et al, 2020); 2.2 (90% interval: 1.4-3.8) (Riou and Althaus, 2020). Sources of discrepancies may be due to model differences and differences in the contribution of specific types of data to our estimates.…”
Section: Comparison Of Estimates To Other Reportssupporting
confidence: 90%
“…Our estimates of 0 are broadly consistent with early estimates from other groups: 2.0-3.3 (Majumder and Mandl, 2020); 2.6 (uncertainty range 1.5-3.5) (Imai et al, 2020b); 2.92 (95% CI 2.28, 3.67) (Liu et al, 2020); 2.2 (90% interval: 1.4-3.8) (Riou and Althaus, 2020). Sources of discrepancies may be due to model differences and differences in the contribution of specific types of data to our estimates.…”
Section: Comparison Of Estimates To Other Reportssupporting
confidence: 90%
“…We characterized the distribution of incubation periods for Chinese travellers infected with 2019-nCoV in Wuhan, who were reported as cases between 20 and 28 January 2020. The study provides empirical evidence to back reports on a familial cluster where five family members developed symptoms 3 -6 days after exposure [18] and a reported range from 2 to 11 days based on 16 travellers between Wuhan and Guangdong [19]. It fits within the range from 0 to 14 days that has been assumed by the WHO.…”
Section: Discussionsupporting
confidence: 71%
“…The modelling techniques that we used in this study are very similar to those used by other researchers who are working towards the same goal of characterising the epidemic dynamics of 2019-nCoV (Zhanwei Du, University of Texas at Austin, personal communication). [42][43][44][45] The consensus on our methodology provides some support for the validity of our nowcasts and forecasts. An additional strength of our study is that our model is parameterised with the latest mobility data from OAG and Tencent.…”
Section: Discussionmentioning
confidence: 81%