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, Ambrizi, Tércio
Format: Article in Journal/Newspaper
Language:English
Published: Springer 2017
Subjects:
Online Access:http://hdl.handle.net/10400.8/7885
https://doi.org/10.1007/s00484-016-1214-z
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spelling ftpinstleiria:oai:iconline.ipleiria.pt:10400.8/7885 2023-05-15T17:29:45+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 Ambrizi, Tércio 2017 http://hdl.handle.net/10400.8/7885 https://doi.org/10.1007/s00484-016-1214-z eng eng Springer https://link.springer.com/article/10.1007/s00484-016-1214-z Almendra, R., Santana, P., Vasconcelos, J. et al. The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal. Int J Biometeorol 61, 325–333 (2017). https://doi.org/10.1007/s00484-016-1214-z 0020-7128 1432-1254 http://hdl.handle.net/10400.8/7885 doi:10.1007/s00484-016-1214-z openAccess http://creativecommons.org/licenses/by/4.0/ CC-BY North Atlantic Oscillation Circulatory system diseases Air pollution Hospital admissions article 2017 ftpinstleiria https://doi.org/10.1007/s00484-016-1214-z 2022-12-02T00:09:59Z 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. info:eu-repo/semantics/publishedVersion Article in Journal/Newspaper North Atlantic North Atlantic oscillation Instituto Politécnico de Leiria: IC-online International Journal of Biometeorology 61 2 325 333
institution Open Polar
collection Instituto Politécnico de Leiria: IC-online
op_collection_id ftpinstleiria
language English
topic North Atlantic Oscillation
Circulatory system diseases
Air pollution
Hospital admissions
spellingShingle North Atlantic Oscillation
Circulatory system diseases
Air pollution
Hospital admissions
Almendra, Ricardo
Santana, Paula
Vasconcelos, João
Silva, Giovani
Gonçalves, Fábio
Ambrizi, Tércio
The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal
topic_facet North Atlantic Oscillation
Circulatory system diseases
Air pollution
Hospital admissions
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. info:eu-repo/semantics/publishedVersion
format Article in Journal/Newspaper
author Almendra, Ricardo
Santana, Paula
Vasconcelos, João
Silva, Giovani
Gonçalves, Fábio
Ambrizi, Tércio
author_facet Almendra, Ricardo
Santana, Paula
Vasconcelos, João
Silva, Giovani
Gonçalves, Fábio
Ambrizi, 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
publishDate 2017
url http://hdl.handle.net/10400.8/7885
https://doi.org/10.1007/s00484-016-1214-z
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation https://link.springer.com/article/10.1007/s00484-016-1214-z
Almendra, R., Santana, P., Vasconcelos, J. et al. The influence of the winter North Atlantic Oscillation index on hospital admissions through diseases of the circulatory system in Lisbon, Portugal. Int J Biometeorol 61, 325–333 (2017). https://doi.org/10.1007/s00484-016-1214-z
0020-7128
1432-1254
http://hdl.handle.net/10400.8/7885
doi:10.1007/s00484-016-1214-z
op_rights openAccess
http://creativecommons.org/licenses/by/4.0/
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
op_container_end_page 333
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