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The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality

Socioeconomic inequalities are major health determinants. To monitor and understand them at local level, ecological indexes of socioeconomic deprivation constitute essential tools. In this study, we describe the development of the updated version of the European Deprivation Index for Portuguese smal...

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Autores principales: Ribeiro, Ana Isabel, Launay, Ludivine, Guillaume, Elodie, Launoy, Guy, Barros, Henrique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6281298/
https://www.ncbi.nlm.nih.gov/pubmed/30517185
http://dx.doi.org/10.1371/journal.pone.0208320
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author Ribeiro, Ana Isabel
Launay, Ludivine
Guillaume, Elodie
Launoy, Guy
Barros, Henrique
author_facet Ribeiro, Ana Isabel
Launay, Ludivine
Guillaume, Elodie
Launoy, Guy
Barros, Henrique
author_sort Ribeiro, Ana Isabel
collection PubMed
description Socioeconomic inequalities are major health determinants. To monitor and understand them at local level, ecological indexes of socioeconomic deprivation constitute essential tools. In this study, we describe the development of the updated version of the European Deprivation Index for Portuguese small-areas (EDI-PT), describe its spatial distribution and evaluate its association with a general health indicator–all-cause mortality in the period 2009–2012. Using data from the 2011 European Union–Statistics on Income and Living Conditions Survey (EU-SILC), we obtained an indicator of individual deprivation. After identifying variables that were common to both the EU-SILC and the census, we used the indicator of individual deprivation to test if these variables were associated with individual-level deprivation, and to compute weights. Accordingly, eight variables were included. The EDI-PT was produced for the smallest area unit possible (n = 18084 census block groups, mean/area = 584 inhabitants) and resulted from the weighted sum of the eight selected variables. It was then categorized into quintiles (Q1-least deprived to Q5-most deprived). To estimate the association with mortality we fitted Bayesian spatial models. The EDI-PT was unevenly distributed across Portugal–most deprived areas concentrated in the South and in the inner North and Centre of the country, and the least deprived in the coastal North and Centre. The EDI-PT was positively and significantly associated with overall mortality, and this relation followed a rather clear dose-response relation of increasing mortality as deprivation increases (Relative Risk Q2 = 1.012, 95% Credible Interval 0.991–1.033; Q3 = 1.026, 1.004–1.048; Q4 = 1.053, 1.029–1.077; Q5 = 1.068, 1.042–1.095). Summing up, we updated the index of socioeconomic deprivation for Portuguese small-areas, and we showed that the EDI-PT constitutes a sensitive measure to capture health inequalities, since it was consistently associated with a key measure of population health/development, all-cause mortality. We strongly believe this updated version will be widely employed by social and medical researchers and regional planners.
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spelling pubmed-62812982018-12-20 The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality Ribeiro, Ana Isabel Launay, Ludivine Guillaume, Elodie Launoy, Guy Barros, Henrique PLoS One Research Article Socioeconomic inequalities are major health determinants. To monitor and understand them at local level, ecological indexes of socioeconomic deprivation constitute essential tools. In this study, we describe the development of the updated version of the European Deprivation Index for Portuguese small-areas (EDI-PT), describe its spatial distribution and evaluate its association with a general health indicator–all-cause mortality in the period 2009–2012. Using data from the 2011 European Union–Statistics on Income and Living Conditions Survey (EU-SILC), we obtained an indicator of individual deprivation. After identifying variables that were common to both the EU-SILC and the census, we used the indicator of individual deprivation to test if these variables were associated with individual-level deprivation, and to compute weights. Accordingly, eight variables were included. The EDI-PT was produced for the smallest area unit possible (n = 18084 census block groups, mean/area = 584 inhabitants) and resulted from the weighted sum of the eight selected variables. It was then categorized into quintiles (Q1-least deprived to Q5-most deprived). To estimate the association with mortality we fitted Bayesian spatial models. The EDI-PT was unevenly distributed across Portugal–most deprived areas concentrated in the South and in the inner North and Centre of the country, and the least deprived in the coastal North and Centre. The EDI-PT was positively and significantly associated with overall mortality, and this relation followed a rather clear dose-response relation of increasing mortality as deprivation increases (Relative Risk Q2 = 1.012, 95% Credible Interval 0.991–1.033; Q3 = 1.026, 1.004–1.048; Q4 = 1.053, 1.029–1.077; Q5 = 1.068, 1.042–1.095). Summing up, we updated the index of socioeconomic deprivation for Portuguese small-areas, and we showed that the EDI-PT constitutes a sensitive measure to capture health inequalities, since it was consistently associated with a key measure of population health/development, all-cause mortality. We strongly believe this updated version will be widely employed by social and medical researchers and regional planners. Public Library of Science 2018-12-05 /pmc/articles/PMC6281298/ /pubmed/30517185 http://dx.doi.org/10.1371/journal.pone.0208320 Text en © 2018 Ribeiro 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ribeiro, Ana Isabel
Launay, Ludivine
Guillaume, Elodie
Launoy, Guy
Barros, Henrique
The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality
title The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality
title_full The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality
title_fullStr The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality
title_full_unstemmed The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality
title_short The Portuguese version of the European Deprivation Index: Development and association with all-cause mortality
title_sort portuguese version of the european deprivation index: development and association with all-cause mortality
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6281298/
https://www.ncbi.nlm.nih.gov/pubmed/30517185
http://dx.doi.org/10.1371/journal.pone.0208320
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