Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015
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Publication Date: | 2024 |
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Format: | Article |
Language: | eng |
Source: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
Download full: | http://hdl.handle.net/10400.18/10358 |
Summary: | Background: The minimum mortality temperature (MMT) or MMT percentile (MMTP) is an indicator of population susceptibility to nonoptimum temperatures. MMT and MMTP change over time; however, the changing directions show region-wide heterogeneity. We examined the heterogeneity of temporal changes in MMT and MMTP across multiple communities and in multiple countries. Methods: Daily time-series data for mortality and ambient mean temperature for 699 communities in 34 countries spanning 1986-2015 were analyzed using a two-stage meta-analysis. First, a quasi-Poisson regression was employed to estimate MMT and MMTP for each community during the designated subperiods. Second, we pooled the community-specific temporally varying estimates using mixed-effects meta-regressions to examine temporal changes in MMT and MMTP in the entire study population, as well as by climate zone, geographical region, and country. Results: Temporal increases in MMT and MMTP from 19.5 °C (17.9, 21.1) to 20.3 °C (18.5, 22.0) and from the 74.5 (68.3, 80.6) to 75.0 (71.0, 78.9) percentiles in the entire population were found, respectively. Temporal change was significantly heterogeneous across geographical regions (P < 0.001). Temporal increases in MMT were observed in East Asia (linear slope [LS] = 0.91, P = 0.02) and South-East Asia (LS = 0.62, P = 0.05), whereas a temporal decrease in MMT was observed in South Europe (LS = -0.46, P = 0.05). MMTP decreased temporally in North Europe (LS = -3.45, P = 0.02) and South Europe (LS = -2.86, P = 0.05). Conclusions: The temporal change in MMT or MMTP was largely heterogeneous. Population susceptibility in terms of optimum temperature may have changed under a warming climate, albeit with large region-dependent variations. |
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Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015HeterogeneityMCCClimate ChangeHuman AdaptationMinimum Mortality TemperatureTemporal ChangeDeterminantes da Saúde e da DoençaAvaliação do RiscoBackground: The minimum mortality temperature (MMT) or MMT percentile (MMTP) is an indicator of population susceptibility to nonoptimum temperatures. MMT and MMTP change over time; however, the changing directions show region-wide heterogeneity. We examined the heterogeneity of temporal changes in MMT and MMTP across multiple communities and in multiple countries. Methods: Daily time-series data for mortality and ambient mean temperature for 699 communities in 34 countries spanning 1986-2015 were analyzed using a two-stage meta-analysis. First, a quasi-Poisson regression was employed to estimate MMT and MMTP for each community during the designated subperiods. Second, we pooled the community-specific temporally varying estimates using mixed-effects meta-regressions to examine temporal changes in MMT and MMTP in the entire study population, as well as by climate zone, geographical region, and country. Results: Temporal increases in MMT and MMTP from 19.5 °C (17.9, 21.1) to 20.3 °C (18.5, 22.0) and from the 74.5 (68.3, 80.6) to 75.0 (71.0, 78.9) percentiles in the entire population were found, respectively. Temporal change was significantly heterogeneous across geographical regions (P < 0.001). Temporal increases in MMT were observed in East Asia (linear slope [LS] = 0.91, P = 0.02) and South-East Asia (LS = 0.62, P = 0.05), whereas a temporal decrease in MMT was observed in South Europe (LS = -0.46, P = 0.05). MMTP decreased temporally in North Europe (LS = -3.45, P = 0.02) and South Europe (LS = -2.86, P = 0.05). Conclusions: The temporal change in MMT or MMTP was largely heterogeneous. Population susceptibility in terms of optimum temperature may have changed under a warming climate, albeit with large region-dependent variations.What this study adds: This study examines the geographical heterogeneity in the temporal changes in minimum mortality temperature (MMT) across 34 countries (699 communities) over the 30-year period spanning 1986–2015. This study attempts to investigate both the pooled evidence and the heterogeneity in the temporal change in MMT on a global scale. Our findings suggest an overall increase in MMT globally over the 30 years, with certain country- or region-specific trends displaying both upward and downward movements without discernible patterns. Moreover, the results indicate that the temporal change in MMT is not fully explained by the warming temperatures over time.Lippincott, Williams & WilkinsRepositório Científico do Instituto Nacional de SaúdeYang, DaewonHashizume, MasahiroTobías, AurelioHonda, YasushiRoye, DominicOh, JaeminDang, Tran NgocKim, YoonheeAbrutzky, RosanaGuo, YumingTong, ShiluCoelho, Micheline de Sousa Zanotti StagliorioSaldiva, Paulo Hilario NascimentoLavigne, EricCorrea, Patricia MatusOrtega, Nicolás ValdésOsorio, SamuelKyselý, JanUrban, AlešOrru, HansIndermitte, EneJaakkola, JouniRyti, NiiloPascal, MathildeHuber, VeronikaSchneider, AlexandraKatsouyanni, KleaAnalitis, AntonisEntezari, AlirezaMayvaneh, FatemehGoodman, PatrickZeka, ArianaMichelozzi, Paolade'Donato, FrancescaAlahmad, BarrakDiaz, Magali Hurtadola Cruz Valencia, César DeOvercenco, AlaHouthuijs, DannyAmeling, CarolineRao, ShilpaNunes, BaltazarMadureira, JoanaHolo-Bâc, Iulian HoriaScovronick, NoahAcquaotta, FiorellaKim, HoLee, WhanheeÍñiguez, CarmenForsberg, BertilVicedo-Cabrera, Ana MariaRagettli, Martina SGuo, Yue-Liang LeonPan, Shih ChunLi, ShanshanSera, FrancescoZanobetti, AntonellaSchwartz, JoelArmstrong, BenGasparrini, AntonioChung, Yeonseung2025-02-18T14:55:51Z2024-10-302024-10-30T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.18/10358eng2474-788210.1097/EE9.0000000000000334info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-26T14:27:44Zoai:repositorio.insa.pt:10400.18/10358Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T21:42:41.268683Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
dc.title.none.fl_str_mv |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 |
title |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 |
spellingShingle |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 Yang, Daewon Heterogeneity MCC Climate Change Human Adaptation Minimum Mortality Temperature Temporal Change Determinantes da Saúde e da Doença Avaliação do Risco |
title_short |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 |
title_full |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 |
title_fullStr |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 |
title_full_unstemmed |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 |
title_sort |
Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015 |
author |
Yang, Daewon |
author_facet |
Yang, Daewon Hashizume, Masahiro Tobías, Aurelio Honda, Yasushi Roye, Dominic Oh, Jaemin Dang, Tran Ngoc Kim, Yoonhee Abrutzky, Rosana Guo, Yuming Tong, Shilu Coelho, Micheline de Sousa Zanotti Stagliorio Saldiva, Paulo Hilario Nascimento Lavigne, Eric Correa, Patricia Matus Ortega, Nicolás Valdés Osorio, Samuel Kyselý, Jan Urban, Aleš Orru, Hans Indermitte, Ene Jaakkola, Jouni Ryti, Niilo Pascal, Mathilde Huber, Veronika Schneider, Alexandra Katsouyanni, Klea Analitis, Antonis Entezari, Alireza Mayvaneh, Fatemeh Goodman, Patrick Zeka, Ariana Michelozzi, Paola de'Donato, Francesca Alahmad, Barrak Diaz, Magali Hurtado la Cruz Valencia, César De Overcenco, Ala Houthuijs, Danny Ameling, Caroline Rao, Shilpa Nunes, Baltazar Madureira, Joana Holo-Bâc, Iulian Horia Scovronick, Noah Acquaotta, Fiorella Kim, Ho Lee, Whanhee Íñiguez, Carmen Forsberg, Bertil Vicedo-Cabrera, Ana Maria Ragettli, Martina S Guo, Yue-Liang Leon Pan, Shih Chun Li, Shanshan Sera, Francesco Zanobetti, Antonella Schwartz, Joel Armstrong, Ben Gasparrini, Antonio Chung, Yeonseung |
author_role |
author |
author2 |
Hashizume, Masahiro Tobías, Aurelio Honda, Yasushi Roye, Dominic Oh, Jaemin Dang, Tran Ngoc Kim, Yoonhee Abrutzky, Rosana Guo, Yuming Tong, Shilu Coelho, Micheline de Sousa Zanotti Stagliorio Saldiva, Paulo Hilario Nascimento Lavigne, Eric Correa, Patricia Matus Ortega, Nicolás Valdés Osorio, Samuel Kyselý, Jan Urban, Aleš Orru, Hans Indermitte, Ene Jaakkola, Jouni Ryti, Niilo Pascal, Mathilde Huber, Veronika Schneider, Alexandra Katsouyanni, Klea Analitis, Antonis Entezari, Alireza Mayvaneh, Fatemeh Goodman, Patrick Zeka, Ariana Michelozzi, Paola de'Donato, Francesca Alahmad, Barrak Diaz, Magali Hurtado la Cruz Valencia, César De Overcenco, Ala Houthuijs, Danny Ameling, Caroline Rao, Shilpa Nunes, Baltazar Madureira, Joana Holo-Bâc, Iulian Horia Scovronick, Noah Acquaotta, Fiorella Kim, Ho Lee, Whanhee Íñiguez, Carmen Forsberg, Bertil Vicedo-Cabrera, Ana Maria Ragettli, Martina S Guo, Yue-Liang Leon Pan, Shih Chun Li, Shanshan Sera, Francesco Zanobetti, Antonella Schwartz, Joel Armstrong, Ben Gasparrini, Antonio Chung, Yeonseung |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Nacional de Saúde |
dc.contributor.author.fl_str_mv |
Yang, Daewon Hashizume, Masahiro Tobías, Aurelio Honda, Yasushi Roye, Dominic Oh, Jaemin Dang, Tran Ngoc Kim, Yoonhee Abrutzky, Rosana Guo, Yuming Tong, Shilu Coelho, Micheline de Sousa Zanotti Stagliorio Saldiva, Paulo Hilario Nascimento Lavigne, Eric Correa, Patricia Matus Ortega, Nicolás Valdés Osorio, Samuel Kyselý, Jan Urban, Aleš Orru, Hans Indermitte, Ene Jaakkola, Jouni Ryti, Niilo Pascal, Mathilde Huber, Veronika Schneider, Alexandra Katsouyanni, Klea Analitis, Antonis Entezari, Alireza Mayvaneh, Fatemeh Goodman, Patrick Zeka, Ariana Michelozzi, Paola de'Donato, Francesca Alahmad, Barrak Diaz, Magali Hurtado la Cruz Valencia, César De Overcenco, Ala Houthuijs, Danny Ameling, Caroline Rao, Shilpa Nunes, Baltazar Madureira, Joana Holo-Bâc, Iulian Horia Scovronick, Noah Acquaotta, Fiorella Kim, Ho Lee, Whanhee Íñiguez, Carmen Forsberg, Bertil Vicedo-Cabrera, Ana Maria Ragettli, Martina S Guo, Yue-Liang Leon Pan, Shih Chun Li, Shanshan Sera, Francesco Zanobetti, Antonella Schwartz, Joel Armstrong, Ben Gasparrini, Antonio Chung, Yeonseung |
dc.subject.por.fl_str_mv |
Heterogeneity MCC Climate Change Human Adaptation Minimum Mortality Temperature Temporal Change Determinantes da Saúde e da Doença Avaliação do Risco |
topic |
Heterogeneity MCC Climate Change Human Adaptation Minimum Mortality Temperature Temporal Change Determinantes da Saúde e da Doença Avaliação do Risco |
description |
Background: The minimum mortality temperature (MMT) or MMT percentile (MMTP) is an indicator of population susceptibility to nonoptimum temperatures. MMT and MMTP change over time; however, the changing directions show region-wide heterogeneity. We examined the heterogeneity of temporal changes in MMT and MMTP across multiple communities and in multiple countries. Methods: Daily time-series data for mortality and ambient mean temperature for 699 communities in 34 countries spanning 1986-2015 were analyzed using a two-stage meta-analysis. First, a quasi-Poisson regression was employed to estimate MMT and MMTP for each community during the designated subperiods. Second, we pooled the community-specific temporally varying estimates using mixed-effects meta-regressions to examine temporal changes in MMT and MMTP in the entire study population, as well as by climate zone, geographical region, and country. Results: Temporal increases in MMT and MMTP from 19.5 °C (17.9, 21.1) to 20.3 °C (18.5, 22.0) and from the 74.5 (68.3, 80.6) to 75.0 (71.0, 78.9) percentiles in the entire population were found, respectively. Temporal change was significantly heterogeneous across geographical regions (P < 0.001). Temporal increases in MMT were observed in East Asia (linear slope [LS] = 0.91, P = 0.02) and South-East Asia (LS = 0.62, P = 0.05), whereas a temporal decrease in MMT was observed in South Europe (LS = -0.46, P = 0.05). MMTP decreased temporally in North Europe (LS = -3.45, P = 0.02) and South Europe (LS = -2.86, P = 0.05). Conclusions: The temporal change in MMT or MMTP was largely heterogeneous. Population susceptibility in terms of optimum temperature may have changed under a warming climate, albeit with large region-dependent variations. |
publishDate |
2024 |
dc.date.none.fl_str_mv |
2024-10-30 2024-10-30T00:00:00Z 2025-02-18T14:55:51Z |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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publishedVersion |
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http://hdl.handle.net/10400.18/10358 |
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http://hdl.handle.net/10400.18/10358 |
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eng |
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eng |
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2474-7882 10.1097/EE9.0000000000000334 |
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openAccess |
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Lippincott, Williams & Wilkins |
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Lippincott, Williams & Wilkins |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
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