Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education

Detalhes bibliográficos
Autor(a) principal: Costa, Cláudia
Data de Publicação: 2021
Outros Autores: Santana, Paula
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/105480
https://doi.org/10.1016/j.ssmph.2021.100982
Resumo: The study of premature deaths from causes that are generally preventable given the current availability of healthcare - called amenable deaths due to healthcare - provides information on the quality of services. However, they are not only impacted by healthcare characteristics: other factors are also likely to influence. Therefore, identifying the association between amenable deaths due to healthcare and health determinants, such as education, might be the key to preventing these deaths in the future. Still unclear however, is how this works and how amenable deaths due to healthcare are distributed and evolve within the European Union (EU) below the national level. We therefore studied the geographical and temporal patterns of amenable deaths due to healthcare in the 259 EU regions from 1999 to 2016, including the 2007-2008 financial crisis and the post-2008 economic downturn, and identified whether any association with education exists. A cross-sectional ecological study was carried out. Using a hierarchical Bayesian model, we estimated the average smoothed Standardized Mortality Ratios (sSMR). A regression model was also applied to measure the relative risks (RR) at 95% credible intervals for cause-specific mortality association with education. Results show that amenable deaths due to healthcare decreased globally. Nevertheless, the decrease is not the same across all regions, and inequalities within countries do persist, with lower mortality ratios seen in regions from Central European countries and higher mortality ratios in regions from Eastern European countries. Also, the evolution trend reveals that after the financial crisis, the number of these deaths increased in regions across almost all EU countries. Moreover, educational disparities in mortality emerged, and a statistical association was found between amenable deaths due to healthcare and early exit from education and training. These results confirm that identifying and understanding the background of regional differences may lead to a better understanding of the amenable deaths due to healthcare and allow for the application of more effective policies.
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spelling Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and educationAmenable deaths due to healthcareHealth determinantsEducationEuropean Union regions NUTS 2Spatial inequalitiesBayesian modelRelative riskThe study of premature deaths from causes that are generally preventable given the current availability of healthcare - called amenable deaths due to healthcare - provides information on the quality of services. However, they are not only impacted by healthcare characteristics: other factors are also likely to influence. Therefore, identifying the association between amenable deaths due to healthcare and health determinants, such as education, might be the key to preventing these deaths in the future. Still unclear however, is how this works and how amenable deaths due to healthcare are distributed and evolve within the European Union (EU) below the national level. We therefore studied the geographical and temporal patterns of amenable deaths due to healthcare in the 259 EU regions from 1999 to 2016, including the 2007-2008 financial crisis and the post-2008 economic downturn, and identified whether any association with education exists. A cross-sectional ecological study was carried out. Using a hierarchical Bayesian model, we estimated the average smoothed Standardized Mortality Ratios (sSMR). A regression model was also applied to measure the relative risks (RR) at 95% credible intervals for cause-specific mortality association with education. Results show that amenable deaths due to healthcare decreased globally. Nevertheless, the decrease is not the same across all regions, and inequalities within countries do persist, with lower mortality ratios seen in regions from Central European countries and higher mortality ratios in regions from Eastern European countries. Also, the evolution trend reveals that after the financial crisis, the number of these deaths increased in regions across almost all EU countries. Moreover, educational disparities in mortality emerged, and a statistical association was found between amenable deaths due to healthcare and early exit from education and training. These results confirm that identifying and understanding the background of regional differences may lead to a better understanding of the amenable deaths due to healthcare and allow for the application of more effective policies.Elsevier2021-12info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/105480http://hdl.handle.net/10316/105480https://doi.org/10.1016/j.ssmph.2021.100982eng2352-8273Costa, CláudiaSantana, Paulainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-02T09:19:26Zoai:estudogeral.uc.pt:10316/105480Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:22:02.738664Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
title Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
spellingShingle Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
Costa, Cláudia
Amenable deaths due to healthcare
Health determinants
Education
European Union regions NUTS 2
Spatial inequalities
Bayesian model
Relative risk
title_short Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
title_full Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
title_fullStr Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
title_full_unstemmed Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
title_sort Trends of amenable deaths due to healthcare within the European Union countries. Exploring the association with the economic crisis and education
author Costa, Cláudia
author_facet Costa, Cláudia
Santana, Paula
author_role author
author2 Santana, Paula
author2_role author
dc.contributor.author.fl_str_mv Costa, Cláudia
Santana, Paula
dc.subject.por.fl_str_mv Amenable deaths due to healthcare
Health determinants
Education
European Union regions NUTS 2
Spatial inequalities
Bayesian model
Relative risk
topic Amenable deaths due to healthcare
Health determinants
Education
European Union regions NUTS 2
Spatial inequalities
Bayesian model
Relative risk
description The study of premature deaths from causes that are generally preventable given the current availability of healthcare - called amenable deaths due to healthcare - provides information on the quality of services. However, they are not only impacted by healthcare characteristics: other factors are also likely to influence. Therefore, identifying the association between amenable deaths due to healthcare and health determinants, such as education, might be the key to preventing these deaths in the future. Still unclear however, is how this works and how amenable deaths due to healthcare are distributed and evolve within the European Union (EU) below the national level. We therefore studied the geographical and temporal patterns of amenable deaths due to healthcare in the 259 EU regions from 1999 to 2016, including the 2007-2008 financial crisis and the post-2008 economic downturn, and identified whether any association with education exists. A cross-sectional ecological study was carried out. Using a hierarchical Bayesian model, we estimated the average smoothed Standardized Mortality Ratios (sSMR). A regression model was also applied to measure the relative risks (RR) at 95% credible intervals for cause-specific mortality association with education. Results show that amenable deaths due to healthcare decreased globally. Nevertheless, the decrease is not the same across all regions, and inequalities within countries do persist, with lower mortality ratios seen in regions from Central European countries and higher mortality ratios in regions from Eastern European countries. Also, the evolution trend reveals that after the financial crisis, the number of these deaths increased in regions across almost all EU countries. Moreover, educational disparities in mortality emerged, and a statistical association was found between amenable deaths due to healthcare and early exit from education and training. These results confirm that identifying and understanding the background of regional differences may lead to a better understanding of the amenable deaths due to healthcare and allow for the application of more effective policies.
publishDate 2021
dc.date.none.fl_str_mv 2021-12
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10316/105480
http://hdl.handle.net/10316/105480
https://doi.org/10.1016/j.ssmph.2021.100982
url http://hdl.handle.net/10316/105480
https://doi.org/10.1016/j.ssmph.2021.100982
dc.language.iso.fl_str_mv eng
language eng
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dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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