An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.

<h4>Background</h4>Pandemic A (H1N1) 2009 mortality rates varied widely from one country to another. Our aim was to identify potential socioeconomic determinants of pandemic mortality and explain between-country variation.<h4>Methodology</h4>Based on data from a total of 30 E...

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Main Authors: Georgios Nikolopoulos, Pantelis Bagos, Theodoros Lytras, Stefanos Bonovas
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-05-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/21589928/?tool=EBI
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spelling doaj-65b6f994410d45ffbbbf18611f0174722021-03-04T01:54:24ZengPublic Library of Science (PLoS)PLoS ONE1932-62032011-05-0165e1943210.1371/journal.pone.0019432An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.Georgios NikolopoulosPantelis BagosTheodoros LytrasStefanos Bonovas<h4>Background</h4>Pandemic A (H1N1) 2009 mortality rates varied widely from one country to another. Our aim was to identify potential socioeconomic determinants of pandemic mortality and explain between-country variation.<h4>Methodology</h4>Based on data from a total of 30 European countries, we applied random-effects Poisson regression models to study the relationship between pandemic mortality rates (May 2009 to May 2010) and a set of representative environmental, health care-associated, economic and demographic country-level parameters. The study was completed by June 2010.<h4>Principal findings</h4>Most regression approaches indicated a consistent, statistically significant inverse association between pandemic influenza-related mortality and per capita government expenditure on health. The findings were similar in univariable [coefficient: -0.00028, 95% Confidence Interval (CI): -0.00046, -0.00010, p = 0.002] and multivariable analyses (including all covariates, coefficient: -0.00107, 95% CI: -0.00196, -0.00018, p = 0.018). The estimate was barely insignificant when the multivariable model included only significant covariates from the univariate step (coefficient: -0.00046, 95% CI: -0.00095, 0.00003, p = 0.063).<h4>Conclusions</h4>Our findings imply a significant inverse association between public spending on health and pandemic influenza mortality. In an attempt to interpret the estimated coefficient (-0.00028) for the per capita government expenditure on health, we observed that a rise of 100 international dollars was associated with a reduction in the pandemic influenza mortality rate by approximately 2.8%. However, further work needs to be done to unravel the mechanisms by which reduced government spending on health may have affected the 2009 pandemic influenza mortality.https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/21589928/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author Georgios Nikolopoulos
Pantelis Bagos
Theodoros Lytras
Stefanos Bonovas
spellingShingle Georgios Nikolopoulos
Pantelis Bagos
Theodoros Lytras
Stefanos Bonovas
An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.
PLoS ONE
author_facet Georgios Nikolopoulos
Pantelis Bagos
Theodoros Lytras
Stefanos Bonovas
author_sort Georgios Nikolopoulos
title An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.
title_short An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.
title_full An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.
title_fullStr An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.
title_full_unstemmed An ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in Europe.
title_sort ecological study of the determinants of differences in 2009 pandemic influenza mortality rates between countries in europe.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2011-05-01
description <h4>Background</h4>Pandemic A (H1N1) 2009 mortality rates varied widely from one country to another. Our aim was to identify potential socioeconomic determinants of pandemic mortality and explain between-country variation.<h4>Methodology</h4>Based on data from a total of 30 European countries, we applied random-effects Poisson regression models to study the relationship between pandemic mortality rates (May 2009 to May 2010) and a set of representative environmental, health care-associated, economic and demographic country-level parameters. The study was completed by June 2010.<h4>Principal findings</h4>Most regression approaches indicated a consistent, statistically significant inverse association between pandemic influenza-related mortality and per capita government expenditure on health. The findings were similar in univariable [coefficient: -0.00028, 95% Confidence Interval (CI): -0.00046, -0.00010, p = 0.002] and multivariable analyses (including all covariates, coefficient: -0.00107, 95% CI: -0.00196, -0.00018, p = 0.018). The estimate was barely insignificant when the multivariable model included only significant covariates from the univariate step (coefficient: -0.00046, 95% CI: -0.00095, 0.00003, p = 0.063).<h4>Conclusions</h4>Our findings imply a significant inverse association between public spending on health and pandemic influenza mortality. In an attempt to interpret the estimated coefficient (-0.00028) for the per capita government expenditure on health, we observed that a rise of 100 international dollars was associated with a reduction in the pandemic influenza mortality rate by approximately 2.8%. However, further work needs to be done to unravel the mechanisms by which reduced government spending on health may have affected the 2009 pandemic influenza mortality.
url https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/21589928/?tool=EBI
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