The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal

The aim of this paper is to analyze the relationship between North Atlantic Oscillation (NAO), meteorological variables, air pollutants, and hospital admissions due to diseases of circulatory systems in Lisbon (Portugal) during winter months (2003–2012). This paper is one of the few studies analyzin...

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Published in:International Journal of Biometeorology
Main Authors: Almendra, Ricardo, Santana, Paula, Vasconcelos, João, Silva, Giovani, Gonçalves, Fábio, Ambrizzi, Tércio
Format: Text
Language:English
Published: Springer Berlin Heidelberg 2016
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5263193/
http://www.ncbi.nlm.nih.gov/pubmed/27459867
https://doi.org/10.1007/s00484-016-1214-z
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spelling ftpubmed:oai:pubmedcentral.nih.gov:5263193 2023-05-15T17:31:40+02:00 The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal Almendra, Ricardo Santana, Paula Vasconcelos, João Silva, Giovani Gonçalves, Fábio Ambrizzi, Tércio 2016-07-27 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5263193/ http://www.ncbi.nlm.nih.gov/pubmed/27459867 https://doi.org/10.1007/s00484-016-1214-z en eng Springer Berlin Heidelberg http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5263193/ http://www.ncbi.nlm.nih.gov/pubmed/27459867 http://dx.doi.org/10.1007/s00484-016-1214-z © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. CC-BY Original Paper Text 2016 ftpubmed https://doi.org/10.1007/s00484-016-1214-z 2017-02-12T01:03:48Z The aim of this paper is to analyze the relationship between North Atlantic Oscillation (NAO), meteorological variables, air pollutants, and hospital admissions due to diseases of circulatory systems in Lisbon (Portugal) during winter months (2003–2012). This paper is one of the few studies analyzing the impact of NAO on health through its influence on thermal stress and air pollution and is the first to be conducted in Lisbon. This study uses meteorological data (synthetized into a thermal comfort index), air pollutant metrics, and the NAO index (all clustered in 10-day cycles to overcome daily variability of the NAO index). The relationship between morbidity, thermal comfort index, NAO index, and air pollutants was explored through several linear models adjusted to seasonality through a periodic function. The possible indirect effect between the NAO index and hospital admissions was tested, assuming that NAO (independent variable) is affecting hospital admissions (outcome variable) through thermal discomfort and/or pollution levels (tested as individual mediators). This test was conducted through causal mediation analysis and adjusted for seasonal variation. The results from this study suggest a possible indirect relationship between NAO index and hospital admissions. Although NAO is not significantly associated with hospital admissions, it is significantly associated with CO, PM2.5, NO, and SO2 levels, which in turn increase the probability of hospitalization. The discomfort index (built with temperature and relative humidity) is significantly associated with hospital admissions, but its variability is not explained by the NAO index. This study highlights the impacts of the atmospheric circulation patterns on health. Furthermore, understanding the influence of the atmospheric circulation patterns can support the improvement of the existing contingency plans. Text North Atlantic North Atlantic oscillation PubMed Central (PMC) International Journal of Biometeorology 61 2 325 333
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Original Paper
spellingShingle Original Paper
Almendra, Ricardo
Santana, Paula
Vasconcelos, João
Silva, Giovani
Gonçalves, Fábio
Ambrizzi, Tércio
The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal
topic_facet Original Paper
description The aim of this paper is to analyze the relationship between North Atlantic Oscillation (NAO), meteorological variables, air pollutants, and hospital admissions due to diseases of circulatory systems in Lisbon (Portugal) during winter months (2003–2012). This paper is one of the few studies analyzing the impact of NAO on health through its influence on thermal stress and air pollution and is the first to be conducted in Lisbon. This study uses meteorological data (synthetized into a thermal comfort index), air pollutant metrics, and the NAO index (all clustered in 10-day cycles to overcome daily variability of the NAO index). The relationship between morbidity, thermal comfort index, NAO index, and air pollutants was explored through several linear models adjusted to seasonality through a periodic function. The possible indirect effect between the NAO index and hospital admissions was tested, assuming that NAO (independent variable) is affecting hospital admissions (outcome variable) through thermal discomfort and/or pollution levels (tested as individual mediators). This test was conducted through causal mediation analysis and adjusted for seasonal variation. The results from this study suggest a possible indirect relationship between NAO index and hospital admissions. Although NAO is not significantly associated with hospital admissions, it is significantly associated with CO, PM2.5, NO, and SO2 levels, which in turn increase the probability of hospitalization. The discomfort index (built with temperature and relative humidity) is significantly associated with hospital admissions, but its variability is not explained by the NAO index. This study highlights the impacts of the atmospheric circulation patterns on health. Furthermore, understanding the influence of the atmospheric circulation patterns can support the improvement of the existing contingency plans.
format Text
author Almendra, Ricardo
Santana, Paula
Vasconcelos, João
Silva, Giovani
Gonçalves, Fábio
Ambrizzi, Tércio
author_facet Almendra, Ricardo
Santana, Paula
Vasconcelos, João
Silva, Giovani
Gonçalves, Fábio
Ambrizzi, Tércio
author_sort Almendra, Ricardo
title The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal
title_short The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal
title_full The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal
title_fullStr The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal
title_full_unstemmed The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal
title_sort influence of the winter north atlantic oscillation index on hospital admissions through diseases of the circulatory system in lisbon, portugal
publisher Springer Berlin Heidelberg
publishDate 2016
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5263193/
http://www.ncbi.nlm.nih.gov/pubmed/27459867
https://doi.org/10.1007/s00484-016-1214-z
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5263193/
http://www.ncbi.nlm.nih.gov/pubmed/27459867
http://dx.doi.org/10.1007/s00484-016-1214-z
op_rights © The Author(s) 2016
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
op_rightsnorm CC-BY
op_doi https://doi.org/10.1007/s00484-016-1214-z
container_title International Journal of Biometeorology
container_volume 61
container_issue 2
container_start_page 325
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