Elsevier

Epidemics

Volume 3, Issue 2, June 2011, Pages 125-133
Epidemics

Different transmission patterns in the early stages of the influenza A(H1N1)v pandemic: A comparative analysis of 12 European countries

https://doi.org/10.1016/j.epidem.2011.03.005Get rights and content
Under a Creative Commons license
open access

Abstract

Following the emergence of a novel strain of influenza A(H1N1) in Mexico and the United States in April 2009, its epidemiology in Europe during the summer was limited to sporadic and localised outbreaks. Only the United Kingdom experienced widespread transmission declining with school holidays in late July. Using statistical modelling where applicable we explored the following causes that could explain this surprising difference in transmission dynamics: extinction by chance, differences in the susceptibility profile, age distribution of the imported cases, differences in contact patterns, mitigation strategies, school holidays and weather patterns. No single factor was able to explain the differences sufficiently. Hence an additive mixed model was used to model the country-specific weekly estimates of the effective reproductive number using the extinction probability, school holidays and weather patterns as explanatory variables. The average extinction probability, its trend and the trend in absolute humidity were found to be significantly negatively correlated with the effective reproduction number — although they could only explain about 3% of the variability in the model. By comparing the initial epidemiology of influenza A (H1N1) across different European countries, our analysis was able to uncover a possible role for the timing of importations (extinction probability), mixing patterns and the absolute humidity as underlying factors. However, much uncertainty remains. With better information on the role of these epidemiological factors, the control of influenza could be improved.

Keywords

Swine-origin influenza A H1N1 virus
Pandemics
Europe
Seasonality
Statistical models
Absolute humidity

Cited by (0)

Collaborators: P. Arias12, M. Avdičová13, A. Bella14, A. Bermingham15, M. Carreira9, J. Catarino9, R. Cucuiu16, S. Declich14, C. Dias17, T. Donker18, J. Even19, L. Fonteneau20, C. Furtado17, M. Gastellu-Etchegorry20, R. Guiomar17, I. Gutiérrez6,7, S.J. Hahné18, W. van der Hoek18, H. van den Kerkhof10, J. Kremer1, M. Koopmans18, A. Kurchatova21, L. Léon20, M.I. van der Lubben18, S. de Mateo Ontañón22, A. Meijer18, P. Nogueira17, M. Opp19, E. Paixão17, R. Pebody15, A. Pistol16, M. Van Ranst3,4, E. Robesyn4,5, M.C. Rota14, P. Reichert19, S. Salmaso14, M.A. van der Sande18, M. Schutte11, M.J. Sierra Moros12, J. van Steenbergen18, S. Vaux20, P. Weicherding2.

1Institute of Immunology, Luxembourg.

2Health Inspection, Luxembourg.

3Laboratory of Clinical and Epidemiological Virology, Department of Microbiology and Immunology, Rega Institute for Medical Research, Catholic University of Leuven, Leuven, Belgium.

4Interministerial Commissariate Influenza, Belgium.

5Infectious Disease Control Unit, Department of Public Health Surveillance, Flemish Agency for Care and Health, Belgium.

6European Programme for Intervention Epidemiology Training (EPIET), European Centre for Disease Prevention and Control, Stockholm, Sweden.

7Department of Epidemiology, Scientific Institute of Public Health, Brussels, Belgium.

8European Centre for Disease Control, Stockholm, Sweden.

9Direcção Geral da Saúde, Portugal.

10Regional Public Health Offices of the Netherlands.

11Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands.

12Coordinating Centre for Health Alerts and Emergencies, Ministry of Health and Social Policy, Spain.

13Regional Authority of Public Health, Banská Bystrica, Slovakia.

14National Center for Epidemiology, Surveillance and Health Promotion, Instituto Superiore di Sanità, Rome, Italy.

15Centre for Infections, Health Protection Agency, London, UK.

16National Institute of Public Health, Bucharest, Romania.

17Department of Epidemiology, Instituto Nacional de Saúde Dr Ricardo Jorge, Lisboa, Portugal.

18National Institute for Public Health and the Environment (RIVM), Centre for Infectious Disease Control Netherlands, Bilthoven, The Netherlands.

19National Health Laboratory, Luxembourg.

20Institut de Veille Sanitaire, Paris, France.

21National Centre of Infectious and Parasitic Diseases, Sofia, Bulgaria.

22National Centre of Epidemiology, Institute of Health Carlos III, Madrid, Spain.