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Estimates of US influenza‐associated deaths made using four different methods

Background  A wide range of methods have been used for estimating influenza‐associated deaths in temperate countries. Direct comparisons of estimates produced by using different models with US mortality data have not been published. Objective  Compare estimates of US influenza‐associated deaths made...

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Autores principales: Thompson, William W., Weintraub, Eric, Dhankhar, Praveen, Cheng, Po‐Yung, Brammer, Lynnette, Meltzer, Martin I., Bresee, Joseph S., Shay, David K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4986622/
https://www.ncbi.nlm.nih.gov/pubmed/19453440
http://dx.doi.org/10.1111/j.1750-2659.2009.00073.x
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author Thompson, William W.
Weintraub, Eric
Dhankhar, Praveen
Cheng, Po‐Yung
Brammer, Lynnette
Meltzer, Martin I.
Bresee, Joseph S.
Shay, David K.
author_facet Thompson, William W.
Weintraub, Eric
Dhankhar, Praveen
Cheng, Po‐Yung
Brammer, Lynnette
Meltzer, Martin I.
Bresee, Joseph S.
Shay, David K.
author_sort Thompson, William W.
collection PubMed
description Background  A wide range of methods have been used for estimating influenza‐associated deaths in temperate countries. Direct comparisons of estimates produced by using different models with US mortality data have not been published. Objective  Compare estimates of US influenza‐associated deaths made by using four models and summarize strengths and weaknesses of each model. Methods  US mortality data from the 1972–1973 through 2002–2003 respiratory seasons and World Health Organization influenza surveillance data were used to estimate influenza‐associated respiratory and circulatory deaths. Four models were used: (i) rate‐difference (using peri‐season or summer‐season baselines), (ii) Serfling least squares cyclical regression, (iii) Serfling–Poisson regression, (iv) and autoregressive integrated moving average models. Results  Annual estimates of influenza‐associated deaths made using each model were similar and positively correlated, except for estimates from the summer‐season rate‐difference model, which were consistently higher. From the 1976/1977 through the 2002/2003 seasons the, the Poisson regression models estimated that an annual average of 25 470 [95% confidence interval (CI) 19 781–31 159] influenza‐associated respiratory and circulatory deaths [9·9 deaths per 100 000 (95% CI 7·9–11·9)], while peri‐season rate‐difference models using a 15% threshold estimated an annual average of 22 454 (95% CI 16 189–28 719) deaths [8·6 deaths per 100 000 (95% CI 6·4–10·9)]. Conclusions  Estimates of influenza‐associated mortality were of similar magnitude. Poisson regression models permit the estimation of deaths associated with influenza A and B, but require robust viral surveillance data. By contrast, simple peri‐season rate‐difference models may prove useful for estimating mortality in countries with sparse viral surveillance data or complex influenza seasonality.
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spelling pubmed-49866222016-08-22 Estimates of US influenza‐associated deaths made using four different methods Thompson, William W. Weintraub, Eric Dhankhar, Praveen Cheng, Po‐Yung Brammer, Lynnette Meltzer, Martin I. Bresee, Joseph S. Shay, David K. Influenza Other Respir Viruses Original Articles Background  A wide range of methods have been used for estimating influenza‐associated deaths in temperate countries. Direct comparisons of estimates produced by using different models with US mortality data have not been published. Objective  Compare estimates of US influenza‐associated deaths made by using four models and summarize strengths and weaknesses of each model. Methods  US mortality data from the 1972–1973 through 2002–2003 respiratory seasons and World Health Organization influenza surveillance data were used to estimate influenza‐associated respiratory and circulatory deaths. Four models were used: (i) rate‐difference (using peri‐season or summer‐season baselines), (ii) Serfling least squares cyclical regression, (iii) Serfling–Poisson regression, (iv) and autoregressive integrated moving average models. Results  Annual estimates of influenza‐associated deaths made using each model were similar and positively correlated, except for estimates from the summer‐season rate‐difference model, which were consistently higher. From the 1976/1977 through the 2002/2003 seasons the, the Poisson regression models estimated that an annual average of 25 470 [95% confidence interval (CI) 19 781–31 159] influenza‐associated respiratory and circulatory deaths [9·9 deaths per 100 000 (95% CI 7·9–11·9)], while peri‐season rate‐difference models using a 15% threshold estimated an annual average of 22 454 (95% CI 16 189–28 719) deaths [8·6 deaths per 100 000 (95% CI 6·4–10·9)]. Conclusions  Estimates of influenza‐associated mortality were of similar magnitude. Poisson regression models permit the estimation of deaths associated with influenza A and B, but require robust viral surveillance data. By contrast, simple peri‐season rate‐difference models may prove useful for estimating mortality in countries with sparse viral surveillance data or complex influenza seasonality. Blackwell Publishing Ltd 2009-02-20 2009-01 /pmc/articles/PMC4986622/ /pubmed/19453440 http://dx.doi.org/10.1111/j.1750-2659.2009.00073.x Text en Published 2009. This article is a US Government work and is in the public domain in the USA
spellingShingle Original Articles
Thompson, William W.
Weintraub, Eric
Dhankhar, Praveen
Cheng, Po‐Yung
Brammer, Lynnette
Meltzer, Martin I.
Bresee, Joseph S.
Shay, David K.
Estimates of US influenza‐associated deaths made using four different methods
title Estimates of US influenza‐associated deaths made using four different methods
title_full Estimates of US influenza‐associated deaths made using four different methods
title_fullStr Estimates of US influenza‐associated deaths made using four different methods
title_full_unstemmed Estimates of US influenza‐associated deaths made using four different methods
title_short Estimates of US influenza‐associated deaths made using four different methods
title_sort estimates of us influenza‐associated deaths made using four different methods
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4986622/
https://www.ncbi.nlm.nih.gov/pubmed/19453440
http://dx.doi.org/10.1111/j.1750-2659.2009.00073.x
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