ArticleInternational journal of hygiene and environmental health2020
Estimation of the time-varying reproduction number of COVID-19 outbreak in China.
Article in International journal of hygiene and environmental health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 142 papers, 9 of them syntheses that pooled it.
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Who cites it
142 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Meta-analysis of the severe acute respiratory syndrome coronavirus 2 serial intervals and the impact of parameter uncertainty on the coronavirus disease 2019 reproduction number.Statistical methods in medical research · 2022Pooled it
- Incubation Period of COVID-19 Caused by Unique SARS-CoV-2 Strains: A Systematic Review and Meta-analysis.JAMA network open · 2022Pooled it
- Gauging the Impact of Artificial Intelligence and Mathematical Modeling in Response to the COVID-19 Pandemic: A Systematic Review.BioMed research international · 2022Pooled it
- The incubation period of COVID-19: a global meta-analysis of 53 studies and a Chinese observation study of 11 545 patients.Infectious diseases of poverty · 2021Pooled it
- The incubation period during the pandemic of COVID-19: a systematic review and meta-analysis.Systematic reviews · 2021Pooled it
- Add-on effect of Chinese herbal medicine in the treatment of mild to moderate COVID-19: A systematic review and meta-analysis.PloS one · 2021Pooled it
- Time-varying Reproductive Rates for SARS-CoV-2 and its Implications as a Means of Disease Surveillance on Lockdown Restrictions.Annals of surgery · 2021Pooled it
- Incubation period of COVID-19: a rapid systematic review and meta-analysis of observational research.BMJ open · 2020Pooled it
- Spread and Impact of COVID-19 in China: A Systematic Review and Synthesis of Predictions From Transmission-Dynamic Models.Frontiers in medicine · 2020Pooled it
- Geographical Variation in SARS-CoV-2 Transmission Potential in Massachusetts.Epidemiologia (Basel, Switzerland) · 2026Article
- COVID-19 Transmission Potential and Non-Pharmaceutical Interventions in Maine During the COVID-19 Pandemic.Pathogens (Basel, Switzerland) · 2025Article
- Impact of non-pharmacological interventions on incidence of hand, foot and mouth disease during the COVID-19 pandemic: a large population-based observational study.BMC infectious diseases · 2024Observational
- SARS-CoV-2 Transmission in Alberta, British Columbia, and Ontario, Canada, January 2020-January 2022.Emerging infectious diseases · 2024Article
- How robust are estimates of key parameters in standard viral dynamic models?PLoS computational biology · 2024Article
- Impact of public health policy and mobility change on transmission potential of severe acute respiratory syndrome coronavirus 2 in Rhode Island, March 2020 - November 2021.Pathogens and global health · 2024Article
- Basic Reproduction Number (R0), Doubling Time, and Daily Growth Rate of the COVID-19 Epidemic: An Echological Study.Archives of academic emergency medicine · 2024Article
- Analysis of the impact of COVID-19 variants and vaccination on the time-varying reproduction number: statistical methods.Frontiers in public health · 2024Article
- A computational approach to identifiability analysis for a model of the propagation and control of COVID-19 in Chile.Journal of biological dynamics · 2023Article
- Article
- Symptom prevalence and secondary attack rate of SARS-CoV-2 in rural Kenyan households: A prospective cohort study.Influenza and other respiratory viruses · 2023Article
82 more citing papers are in PubMed but not listed here.
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe 2019 novel coronavirus (COVID-19) outbreak in Wuhan, China has attracted world-wide attention. As of March 31, 2020, a total of 82,631 cases of COVID-19 in China were confirmed by the National Health Commission (NHC) of China.
methodsThree approaches, namely Poisson likelihood-based method (ML), exponential growth rate-based method (EGR) and stochastic Susceptible-Infected-Removed dynamic model-based method (SIR), were implemented to estimate the basic and controlled reproduction numbers.
resultsA total of 198 chains of transmission together with dates of symptoms onset and 139 dates of infections were identified among 14,829 confirmed cases outside Hubei Province as reported as of March 31, 2020. Based on this information, we found that the serial interval had an average of 4.60 days with a standard deviation of 5.55 days, the incubation period had an average of 8.00 days with a standard deviation of 4.75 days and the infectious period had an average of 13.96 days with a standard deviation of 5.20 days. The estimated controlled reproduction numbers, R
conclusionsThe controlled reproduction number in China is much lower than one in all regions of China by now. It fell below one within 30 days from the implementations of unprecedent containment measures, which indicates that the strong measures taken by China government was effective to contain the epidemic. Nonetheless, efforts are still needed in order to end the current epidemic as imported cases from overseas pose a high risk of a second outbreak.
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