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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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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