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An Ecological Study of the Determinants of Differences in 2009 Pandemic Influenza Mortality Rates between Countries in Europe

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  • Georgios Nikolopoulos
  • Pantelis Bagos
  • Theodoros Lytras
  • Stefanos Bonovas

Abstract

Background: 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. Methodology: 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. Principal Findings: 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). Conclusions: 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.

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  • Georgios Nikolopoulos & Pantelis Bagos & Theodoros Lytras & Stefanos Bonovas, 2011. "An Ecological Study of the Determinants of Differences in 2009 Pandemic Influenza Mortality Rates between Countries in Europe," PLOS ONE, Public Library of Science, vol. 6(5), pages 1-8, May.
  • Handle: RePEc:plo:pone00:0019432
    DOI: 10.1371/journal.pone.0019432
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    References listed on IDEAS

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    Cited by:

    1. Paula E Miller & Aksharananda Rambachan & Roderick J Hubbard & Jiabai Li & Alison E Meyer & Peter Stephens & Anthony W Mounts & Melissa A Rolfes & Charles R Penn, 2012. "Supply of Neuraminidase Inhibitors Related to Reduced Influenza A (H1N1) Mortality during the 2009–2010 H1N1 Pandemic: An Ecological Study," PLOS ONE, Public Library of Science, vol. 7(9), pages 1-6, September.
    2. Ben Balmford & James D. Annan & Julia C. Hargreaves & Marina Altoè & Ian J. Bateman, 2020. "Cross-Country Comparisons of Covid-19: Policy, Politics and the Price of Life," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 525-551, August.
    3. Ignacio Amate-Fortes & Almudena Guarnido-Rueda, 2023. "Inequality, public health, and COVID-19: an analysis of the Spanish case by municipalities," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(1), pages 99-110, February.

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