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Temporal variation of the temperature-mortality association in Spain: a nationwide analysis
BACKGROUND: Although adaptation to continuously rising ambient temperatures is an emerging topic and has been widely studied at a global scale, detailed analysis of the joint indicators for long-term adaptation in Spain are scarce. This study aims to explore temporal variations of the minimum mortal...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838025/ https://www.ncbi.nlm.nih.gov/pubmed/36635705 http://dx.doi.org/10.1186/s12940-022-00957-6 |
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author | Ordanovich, Dariya Tobías, Aurelio Ramiro, Diego |
author_facet | Ordanovich, Dariya Tobías, Aurelio Ramiro, Diego |
author_sort | Ordanovich, Dariya |
collection | PubMed |
description | BACKGROUND: Although adaptation to continuously rising ambient temperatures is an emerging topic and has been widely studied at a global scale, detailed analysis of the joint indicators for long-term adaptation in Spain are scarce. This study aims to explore temporal variations of the minimum mortality temperature and mortality burden from heat and cold between 1979 and 2018. METHODS: We collected individual all-cause mortality and climate reanalysis data for 4 decades at a daily time step. To estimate the temperature-mortality association for each decade, we fitted a quasi-Poisson time-series regression model using a distributed lag non-linear model with 21 days of lag, controlling for trends and day of the week. We also calculated attributable mortality fractions by age and sex for heat and cold, defined as temperatures above and below the optimum temperature, which corresponds to the minimum mortality in each period. RESULTS: We analysed over 14 million deaths registered in Spain between 1979 and 2018. The optimum temperature estimated at a nationwide scale declined from 21 °C in 1979–1988 to 16 °C in 1999–2008, and raised to 18 °C in 2009–2018. The mortality burden from moderate cold showed a 3-fold reduction down to 2.4% in 2009–2018. Since 1988–1999, the mortality risk attributable to moderate (extreme) heat reduced from 0.9% (0.8%) to 0.6% (0.5%). The mortality risk due to heat in women was almost 2 times larger than in men, and did not decrease over time. CONCLUSION: Despite the progressively warmer temperatures in Spain, we observed a persistent flattening of the exposure-response curves, which marked an expansion of the uncertainty range of the optimal temperatures. Adaptation has been produced to some extent in a non-uniform manner with a substantial decrease in cold-related mortality, while for heat it became more apparent in the most recent decade only. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00957-6. |
format | Online Article Text |
id | pubmed-9838025 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98380252023-01-14 Temporal variation of the temperature-mortality association in Spain: a nationwide analysis Ordanovich, Dariya Tobías, Aurelio Ramiro, Diego Environ Health Research BACKGROUND: Although adaptation to continuously rising ambient temperatures is an emerging topic and has been widely studied at a global scale, detailed analysis of the joint indicators for long-term adaptation in Spain are scarce. This study aims to explore temporal variations of the minimum mortality temperature and mortality burden from heat and cold between 1979 and 2018. METHODS: We collected individual all-cause mortality and climate reanalysis data for 4 decades at a daily time step. To estimate the temperature-mortality association for each decade, we fitted a quasi-Poisson time-series regression model using a distributed lag non-linear model with 21 days of lag, controlling for trends and day of the week. We also calculated attributable mortality fractions by age and sex for heat and cold, defined as temperatures above and below the optimum temperature, which corresponds to the minimum mortality in each period. RESULTS: We analysed over 14 million deaths registered in Spain between 1979 and 2018. The optimum temperature estimated at a nationwide scale declined from 21 °C in 1979–1988 to 16 °C in 1999–2008, and raised to 18 °C in 2009–2018. The mortality burden from moderate cold showed a 3-fold reduction down to 2.4% in 2009–2018. Since 1988–1999, the mortality risk attributable to moderate (extreme) heat reduced from 0.9% (0.8%) to 0.6% (0.5%). The mortality risk due to heat in women was almost 2 times larger than in men, and did not decrease over time. CONCLUSION: Despite the progressively warmer temperatures in Spain, we observed a persistent flattening of the exposure-response curves, which marked an expansion of the uncertainty range of the optimal temperatures. Adaptation has been produced to some extent in a non-uniform manner with a substantial decrease in cold-related mortality, while for heat it became more apparent in the most recent decade only. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00957-6. BioMed Central 2023-01-13 /pmc/articles/PMC9838025/ /pubmed/36635705 http://dx.doi.org/10.1186/s12940-022-00957-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Ordanovich, Dariya Tobías, Aurelio Ramiro, Diego Temporal variation of the temperature-mortality association in Spain: a nationwide analysis |
title | Temporal variation of the temperature-mortality association in Spain: a nationwide analysis |
title_full | Temporal variation of the temperature-mortality association in Spain: a nationwide analysis |
title_fullStr | Temporal variation of the temperature-mortality association in Spain: a nationwide analysis |
title_full_unstemmed | Temporal variation of the temperature-mortality association in Spain: a nationwide analysis |
title_short | Temporal variation of the temperature-mortality association in Spain: a nationwide analysis |
title_sort | temporal variation of the temperature-mortality association in spain: a nationwide analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838025/ https://www.ncbi.nlm.nih.gov/pubmed/36635705 http://dx.doi.org/10.1186/s12940-022-00957-6 |
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