Transmissibility of the 2009 H1N1 pandemic in remote and isolated Canadian communities: a modelling study
Open Access
- 1 September 2012
- Vol. 2 (5) , e001614
- https://doi.org/10.1136/bmjopen-2012-001614
Abstract
Objectives During the first wave of the 2009 influenza pH1N1, disease burden was distributed in a geographically heterogeneous fashion. It was particularly high in some remote and isolated Canadian communities when compared with urban centres. We sought to estimate the transmissibility (the basic reproduction number) of pH1N1 strain in some remote and isolated Canadian communities. Design A discrete time susceptible-exposed-infected transmission model was fit to infection curves simulated from laboratory-confirmed case counts for pH1N1 on each day. The sampling from Poisson distribution was used to estimate the basic reproduction number, R0, of pH1N1 during the spring wave for five different communities in Manitoba and Nunavut, Canada, where remote and isolated communities experienced a high incidence of infection, and high rates of hospitalisation and intensive care unit admission. Setting Remote and isolated communities in Northern Manitoba, Nunavut, and the largest urban centre (Winnipeg) in the province of Manitoba, Canada. Results Using published values of the exposed and infectious periods specific to H1N1 infection, corresponding to the average generation time of 2.78 days, we estimated a mean value of 2.26 for R0 (95% CI 1.57 to 3.75) in a community located in northern Manitoba. Estimates of R0 for other communities in Nunavut varied considerably with higher mean values of 3.91 (95% CI 3.08 to 4.87); 2.03 (95% CI 1.50 to 3.19); and 2.45 (95% CI 1.68 to 3.44). We estimated a lower mean value of 1.57 (95% CI 1.35 to 1.87) for R0 in the Winnipeg health region, as the largest urban centre in Manitoba. Conclusions Influenza pH1N1 appears to have been far more transmissible in rural and isolated Canadian communities than other large urban areas. The differential severity of the pandemic in these regions may be explained partly by differential transmissibility, and suggests the need for more nuanced, targeted or population-specific control strategies in Canada.Keywords
This publication has 28 references indexed in Scilit:
- Serial Intervals and the Temporal Distribution of Secondary Infections within Households of 2009 Pandemic Influenza A (H1N1): Implications for Influenza Control RecommendationsClinical Infectious Diseases, 2010
- Pros and cons of estimating the reproduction number from early epidemic growth rate of influenza A (H1N1) 2009Theoretical Biology and Medical Modelling, 2010
- Pre-existing immunity against swine-origin H1N1 influenza viruses in the general human populationProceedings of the National Academy of Sciences, 2009
- Cross-Reactive Antibody Responses to the 2009 Pandemic H1N1 Influenza VirusNew England Journal of Medicine, 2009
- Critically Ill Patients With 2009 Influenza A(H1N1) Infection in CanadaJAMA, 2009
- The Transmissibility and Control of Pandemic Influenza A (H1N1) VirusScience, 2009
- Estimation of the reproductive number and the serial interval in early phase of the 2009 influenza A/H1N1 pandemic in the USAInfluenza and Other Respiratory Viruses, 2009
- Initial human transmission dynamics of the pandemic (H1N1) 2009 virus in North AmericaInfluenza and Other Respiratory Viruses, 2009
- Pandemic Potential of a Strain of Influenza A (H1N1): Early FindingsScience, 2009
- Transmissibility of 1918 pandemic influenzaNature, 2004