Time-variant reproductive number of COVID-19 in Seoul, Korea.

Seong-Geun Moon, Yeon-Kyung Kim, Woo-Sik Son, Jong-Hoon Kim, Jungsoon Choi, Baeg-Ju Na, Boyoung Park, Bo Youl Choi
Author Information
  1. Seong-Geun Moon: Department of Preventive Medicine, Hanyang University College of Medicine, Seoul, Korea.
  2. Yeon-Kyung Kim: Seoul Center for Infectious Disease Control and Prevention, Seoul, Korea.
  3. Woo-Sik Son: Division of Medical Mathematics, National Institute for Mathematical Sciences, Daejeon, Korea.
  4. Jong-Hoon Kim: Epidemiology, Public Health, Implementation & Clinical Development Unit, International Vaccine Institute, Seoul, Korea.
  5. Jungsoon Choi: Department of Mathematics, Hanyang University College of Natural Sciences, Seoul, Korea.
  6. Baeg-Ju Na: Bureau of Civil Health, Seoul Metropolitan Government, Seoul, Korea.
  7. Boyoung Park: Department of Preventive Medicine, Hanyang University College of Medicine, Seoul, Korea.
  8. Bo Youl Choi: Department of Preventive Medicine, Hanyang University College of Medicine, Seoul, Korea.

Abstract

OBJECTIVES: To estimate time-variant reproductive number (Rt) of coronavirus disease 19 based on either number of daily confirmed cases or their onset date to monitor effectiveness of quarantine policies.
METHODS: Using number of daily confirmed cases from January 23, 2020 to March 22, 2020 and their symptom onset date from the official website of the Seoul Metropolitan Government and the district office, we calculated Rt using program R's package "EpiEstim". For asymptomatic cases, their symptom onset date was considered as -2, -1, 0, +1, and +2 days of confirmed date.
RESULTS: Based on the information of 313 confirmed cases, the epidemic curve was shaped like 'propagated epidemic curve'. The daily Rt based on Rt_c peaked to 2.6 on February 20, 2020, then showed decreased trend and became <1.0 from March 3, 2020. Comparing both Rt from Rt_c and from the number of daily onset cases, we found that the pattern of changes was similar, although the variation of Rt was greater when using Rt_c. When we changed assumed onset date for asymptotic cases (-2 days to +2 days of the confirmed date), the results were comparable.
CONCLUSIONS: Rt can be estimated based on Rt_c which is available from daily report of the Korea Centers for Disease Control and Prevention. Estimation of Rt would be useful to continuously monitor the effectiveness of the quarantine policy at the city and province levels.

Keywords

References

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MeSH Term

Adolescent
Adult
Aged
Aged, 80 and over
Basic Reproduction Number
COVID-19
Child
Coronavirus Infections
Epidemics
Female
Humans
Male
Middle Aged
Pandemics
Pneumonia, Viral
Public Policy
Quarantine
Seoul
Time Factors
Young Adult

Word Cloud

Created with Highcharts 10.0.0Rtcasesdatenumberdailyconfirmedonset2020Rt_cbasedSeouldaysreproductivediseasemonitoreffectivenessquarantineMarchsymptomusing-20+2epidemicKoreaCOVID-19OBJECTIVES:estimatetime-variantcoronavirus19eitherpoliciesMETHODS:UsingJanuary2322officialwebsiteMetropolitanGovernmentdistrictofficecalculatedprogramR'spackage"EpiEstim"asymptomaticconsidered-1+1RESULTS:Basedinformation313curveshapedlike'propagatedcurve'peaked26February20showeddecreasedtrendbecame<13ComparingfoundpatternchangessimilaralthoughvariationgreaterchangedassumedasymptoticresultscomparableCONCLUSIONS:canestimatedavailablereportCentersDiseaseControlPreventionEstimationusefulcontinuouslypolicycityprovincelevelsTime-variantCommunicableEpidemics

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