SynthesisJournal of preventive medicine and public health = Yebang Uihakhoe chi2020
Estimate of the Basic Reproduction Number for COVID-19: A Systematic Review and Meta-analysis.
Synthesis in Journal of preventive medicine and public health = Yebang Uihakhoe chi, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 166 papers, 6 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
166 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Optimal resource allocation model for COVID-19: a systematic review and meta-analysis.BMC infectious diseases · 2024Pooled it
- Anxiety Linked to COVID-19: A Systematic Review Comparing Anxiety Rates in Different Populations.International journal of environmental research and public health · 2022Pooled it
- Prognostic value of neutrophil-to-lymphocyte ratio in COVID-19 patients: A systematic review and meta-analysis.International journal of clinical practice · 2021Pooled it
- Case fatality rate of COVID-19: a systematic review and meta-analysis.Journal of preventive medicine and hygiene · 2021Pooled it
- Determine the most common clinical symptoms in COVID-19 patients: a systematic review and meta-analysis.Journal of preventive medicine and hygiene · 2020Pooled it
- Reproductive number of coronavirus: A systematic review and meta-analysis based on global level evidence.PloS one · 2020Pooled it
- Generation time in a discrete epidemic model with asymptomatic carriers: beyond geometric waiting times.Infectious Disease Modelling · 2027Article
- Resolving parameter uncertainty in SIR models through population-level serological surveillance: A synthetic study.Infectious Disease Modelling · 2026Article
- Spatio-Temporal Sensitivity of Healthcare Accessibility: Insights from a System Dynamics Model.Computers, environment and urban systems · 2026Article
- An integrated framework for early detection and transmissibility assessment of emerging variants in wastewater.International journal of hygiene and environmental health · 2026Article
- A modeling study on the critical sensitivity of epidemic peaks and final size to marginal changes in non-pharmaceutical intervention efficacy.BMC public health · 2026Article
- The theory of epidemics with altruism.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Heterogeneity of Airborne Virus Transmission in the Built Environment: A Narrative Review.Pathogens & immunity · 2026Review
- Mathematical models to characterize the early phase of the COVID-19 pandemic in New Mexico, USA.Mathematical biosciences and engineering : MBE · 2025Article
- Contact Observations from an Intensive Care Unit.Scientific data · 2025Article
- A quantum mechanics-based framework for infectious disease modeling.Scientific reports · 2025Article
- Uptake, Acceptability, and Results of SARS-CoV-2 Antigen Rapid Diagnostic Testing in Community Settings in Cameroon.The American journal of tropical medicine and hygiene · 2025Article
- Evaluating a novel reproduction number estimation method: a comparative analysis.Scientific reports · 2025Article
- Time-varying reproduction number estimation: fusing compartmental models with generalized additive models.Journal of the Royal Society, Interface · 2025Article
- Cognitively-plausible reinforcement learning in epidemiological agent-based simulations.Frontiers in epidemiology · 2025Article
106 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThe outbreak of coronavirus disease 2019 (COVID-19) is one of the main public health challenges currently facing the world. Because of its high transmissibility, COVID-19 has already caused extensive morbidity and mortality in many countries throughout the world. An accurate estimation of the basic reproduction number (R0) of COVID-19 would be beneficial for prevention programs. In light of discrepancies in original research on this issue, this systematic review and meta-analysis aimed to estimate the pooled R0 for COVID-19 in the current outbreak.
methodsInternational databases (including Google Scholar, Science Direct, PubMed, and Scopus) were searched to identify studies conducted regarding the R0 of COVID-19. Articles were searched using the following keywords: "COVID-19" and "basic reproduction number" or "R0." The heterogeneity among studies was assessed using the I2 index, the Cochran Q test, and T2. A random-effects model was used to estimate R0 in this study.
resultsThe mean reported R0 in the identified articles was 3.38±1.40, with a range of 1.90 to 6.49. According to the results of the random-effects model, the pooled R0 for COVID-19 was estimated as 3.32 (95% confidence interval, 2.81 to 3.82). According to the results of the meta-regression analysis, the type of model used to estimate R0 did not have a significant effect on heterogeneity among studies (p=0.81).
conclusionsConsidering the estimated R0 for COVID-19, reducing the number of contacts within the population is a necessary step to control the epidemic. The estimated overall R0 was higher than the World Health Organization estimate.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.