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Estimating Influenza Deaths in Canada, 1992–2009
BACKGROUND: Poisson regression modelling has been widely used to estimate the disease burden attributable to influenza, though not without concerns that some of the excess burden could be due to other causes. This study aims to provide annual estimates of the mortality and hospitalization burden att...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2013
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3842334/ https://www.ncbi.nlm.nih.gov/pubmed/24312225 http://dx.doi.org/10.1371/journal.pone.0080481 |
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author | Schanzer, Dena L Sevenhuysen, Claire Winchester, Brian Mersereau, Teresa |
author_facet | Schanzer, Dena L Sevenhuysen, Claire Winchester, Brian Mersereau, Teresa |
author_sort | Schanzer, Dena L |
collection | PubMed |
description | BACKGROUND: Poisson regression modelling has been widely used to estimate the disease burden attributable to influenza, though not without concerns that some of the excess burden could be due to other causes. This study aims to provide annual estimates of the mortality and hospitalization burden attributable to both seasonal influenza and the 2009 A/H1N1 pandemic influenza for Canada, and to discuss issues related to the reliability of these estimates. METHODS: Weekly time-series for all-cause mortality and regression models were used to estimate the number of deaths in Canada attributable to influenza from September 1992 to December 2009. To assess their robustness, the annual estimates derived from different parameterizations of the regression model for all-cause mortality were compared. In addition, the association between the annual estimates for mortality and hospitalization by age group, underlying cause of death or primary reason for admission and discharge status is discussed. RESULTS: The crude influenza-attributed mortality rate based on all-cause mortality and averaged over 17 influenza seasons prior to the 2009 A/H1N1 pandemic was 11.3 (95%CI, 10.5 - 12.1) deaths per 100 000 population per year, or an average of 3,500 (95%CI, 3,200 - 3,700) deaths per year attributable to seasonal influenza. The estimated annual rates ranged from undetectable at the ecological level to more than 6000 deaths per year over the three A/Sydney seasons. In comparison, we attributed an estimated 740 deaths (95%CI, 350–1500) to A(H1N1)pdm09. Annual estimates from different model parameterizations were strongly correlated, as were estimates for mortality and morbidity; the higher A(H1N1)pdm09 burden in younger age groups was the most notable exception. INTERPRETATION: With the exception of some of the Serfling models, differences in the ecological estimates of the disease burden attributable to influenza were small in comparison to the variation in disease burden from one season to another. |
format | Online Article Text |
id | pubmed-3842334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38423342013-12-05 Estimating Influenza Deaths in Canada, 1992–2009 Schanzer, Dena L Sevenhuysen, Claire Winchester, Brian Mersereau, Teresa PLoS One Research Article BACKGROUND: Poisson regression modelling has been widely used to estimate the disease burden attributable to influenza, though not without concerns that some of the excess burden could be due to other causes. This study aims to provide annual estimates of the mortality and hospitalization burden attributable to both seasonal influenza and the 2009 A/H1N1 pandemic influenza for Canada, and to discuss issues related to the reliability of these estimates. METHODS: Weekly time-series for all-cause mortality and regression models were used to estimate the number of deaths in Canada attributable to influenza from September 1992 to December 2009. To assess their robustness, the annual estimates derived from different parameterizations of the regression model for all-cause mortality were compared. In addition, the association between the annual estimates for mortality and hospitalization by age group, underlying cause of death or primary reason for admission and discharge status is discussed. RESULTS: The crude influenza-attributed mortality rate based on all-cause mortality and averaged over 17 influenza seasons prior to the 2009 A/H1N1 pandemic was 11.3 (95%CI, 10.5 - 12.1) deaths per 100 000 population per year, or an average of 3,500 (95%CI, 3,200 - 3,700) deaths per year attributable to seasonal influenza. The estimated annual rates ranged from undetectable at the ecological level to more than 6000 deaths per year over the three A/Sydney seasons. In comparison, we attributed an estimated 740 deaths (95%CI, 350–1500) to A(H1N1)pdm09. Annual estimates from different model parameterizations were strongly correlated, as were estimates for mortality and morbidity; the higher A(H1N1)pdm09 burden in younger age groups was the most notable exception. INTERPRETATION: With the exception of some of the Serfling models, differences in the ecological estimates of the disease burden attributable to influenza were small in comparison to the variation in disease burden from one season to another. Public Library of Science 2013-11-27 /pmc/articles/PMC3842334/ /pubmed/24312225 http://dx.doi.org/10.1371/journal.pone.0080481 Text en © 2013 Schanzer et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Schanzer, Dena L Sevenhuysen, Claire Winchester, Brian Mersereau, Teresa Estimating Influenza Deaths in Canada, 1992–2009 |
title | Estimating Influenza Deaths in Canada, 1992–2009 |
title_full | Estimating Influenza Deaths in Canada, 1992–2009 |
title_fullStr | Estimating Influenza Deaths in Canada, 1992–2009 |
title_full_unstemmed | Estimating Influenza Deaths in Canada, 1992–2009 |
title_short | Estimating Influenza Deaths in Canada, 1992–2009 |
title_sort | estimating influenza deaths in canada, 1992–2009 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3842334/ https://www.ncbi.nlm.nih.gov/pubmed/24312225 http://dx.doi.org/10.1371/journal.pone.0080481 |
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