Temporal change in minimum mortality temperature under changing climate: A multicountry multicommunity observational study spanning 1986-2015

Bibliographic Details
Main Author: Yang, Daewon
Publication Date: 2024
Other Authors: 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
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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spelling 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
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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
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.18/10358
url http://hdl.handle.net/10400.18/10358
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2474-7882
10.1097/EE9.0000000000000334
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Lippincott, Williams & Wilkins
publisher.none.fl_str_mv Lippincott, Williams & Wilkins
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instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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