articleJournal of Medical VirologyMar 6, 2020BRONZE OA

Transmission dynamics of the COVID‐19 outbreak and effectiveness of government interventions: A data‐driven analysis

Hangzhou Medical College · Harbin Medical University · +1 more institution

PubMed
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Abstract

Using the parameterized susceptible-exposed-infectious-recovered model, we simulated the spread dynamics of coronavirus disease 2019 (COVID-19) outbreak and impact of different control measures, conducted the sensitivity analysis to identify the key factor, plotted the trend curve of effective reproductive number (R), and performed data fitting after the simulation. By simulation and data fitting, the model showed the peak existing confirmed cases of 59 769 arriving on 15 February 2020, with the coefficient of determination close to 1 and the fitting bias 3.02%, suggesting high precision of the data-fitting results. More rigorous government control policies were associated with a slower increase in the…

Citation impact

633
total citations
FWCI
20.56
Percentile
100%
References
20
Citations per year

Authors

3

Topics & keywords

Keywords
  • Outbreak
  • Psychological intervention
  • Basic reproduction number
  • Transmission (telecommunications)
  • Isolation (microbiology)
  • Coronavirus disease 2019 (COVID-19)
  • Coronavirus
  • Population
UN Sustainable Development Goals
  • Good health and well-being
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