Modelling the transmission dynamics of acute haemorrhagic conjunctivitis: application to the 2003 outbreak in Mexico
- 12 September 2005
- journal article
- research article
- Published by Wiley in Statistics in Medicine
- Vol. 25 (11) , 1840-1857
- https://doi.org/10.1002/sim.2352
Abstract
We model an outbreak of acute haemorrhagic conjunctivitis (AHC) using a simple epidemic model that includes susceptible, infectious, reported, and recovered classes. The model's framework considers the impact of underreporting and behaviour changes on the transmission rate and is applied to a recent epidemic of AHC in Mexico, using a fit to the cumulative number of cases to estimate model parameters, which agree with those derived from clinical studies. The model predicts a ‘mean time from symptomatic onset to diagnosis’ of 1.43 days (95 per cent CI: 1–2.5) and that the final size of the Mexican epidemic was underreported by 39 per cent. We estimate that a primary infectious case generates approximately 3 secondary cases (R*0=2.64, SD 0.65). We explore the impact of interventions on the final epidemic size, and estimate a 36 per cent reduction in the transmission rate due to behaviour changes. The effectiveness of the behaviour changes in slowing the epidemic is evident at 21.90 (SD 0.19) days after the first reported case. Results therefore support current public health policy including expeditious announcement of the outbreak and public health information press releases that instruct individuals on avoiding contagion and encourage them to seek diagnosis in hospital clinics. Copyright © 2005 John Wiley & Sons, Ltd.Keywords
This publication has 20 references indexed in Scilit:
- The basic reproductive number of Ebola and the effects of public health measures: the cases of Congo and UgandaJournal of Theoretical Biology, 2004
- Acute Hemorrhagic Conjunctivitis Caused by Coxsackievirus A24 Variant, South Korea, 2002Emerging Infectious Diseases, 2003
- Transmission Dynamics and Control of Severe Acute Respiratory SyndromeScience, 2003
- Transmission Dynamics of the Etiological Agent of SARS in Hong Kong: Impact of Public Health InterventionsScience, 2003
- Transmission potential of smallpox in contemporary populationsNature, 2001
- Epidemics with two levels of mixingThe Annals of Applied Probability, 1997
- An Age-Structured Model of Pre- and Post-Vaccination Measles TransmissionMathematical Medicine and Biology: A Journal of the IMA, 1984
- Population-dynamics models and a sequential test in the analysis of the influence of household setting on the spread of Variola minorJournal of Theoretical Biology, 1980
- Applications of Mathematics to Medical ProblemsProceedings of the Edinburgh Mathematical Society, 1925