A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate

Background: Temporal variation of temperature-health associations depends on the combination of two pathways: pure adaptation to increasingly warmer temperatures due to climate change, and other attenuation mechanisms due to non-climate factors such as infrastructural changes and improved health car...

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Main Authors: Ana M. Vicedo-Cabrera, Francesco Sera, Yuming Guo, Yeonseung Chung, Katherine Arbuthnott, Shilu Tong, Aurelio Tobias, Eric Lavigne, Micheline de Sousa Zanotti Stagliorio Coelho, Paulo Hilario Nascimento Saldiva, Patrick G. Goodman, Ariana Zeka, Masahiro Hashizume, Yasushi Honda, Ho Kim, Martina S. Ragettli, Martin Röösli, Antonella Zanobetti, Joel Schwartz, Ben Armstrong, Antonio Gasparrini
Format: Article
Language:English
Published: Elsevier 2018-02-01
Series:Environment International
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412017310346
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author Ana M. Vicedo-Cabrera
Francesco Sera
Yuming Guo
Yeonseung Chung
Katherine Arbuthnott
Shilu Tong
Aurelio Tobias
Eric Lavigne
Micheline de Sousa Zanotti Stagliorio Coelho
Paulo Hilario Nascimento Saldiva
Patrick G. Goodman
Ariana Zeka
Masahiro Hashizume
Yasushi Honda
Ho Kim
Martina S. Ragettli
Martin Röösli
Antonella Zanobetti
Joel Schwartz
Ben Armstrong
Antonio Gasparrini
spellingShingle Ana M. Vicedo-Cabrera
Francesco Sera
Yuming Guo
Yeonseung Chung
Katherine Arbuthnott
Shilu Tong
Aurelio Tobias
Eric Lavigne
Micheline de Sousa Zanotti Stagliorio Coelho
Paulo Hilario Nascimento Saldiva
Patrick G. Goodman
Ariana Zeka
Masahiro Hashizume
Yasushi Honda
Ho Kim
Martina S. Ragettli
Martin Röösli
Antonella Zanobetti
Joel Schwartz
Ben Armstrong
Antonio Gasparrini
A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate
Environment International
author_facet Ana M. Vicedo-Cabrera
Francesco Sera
Yuming Guo
Yeonseung Chung
Katherine Arbuthnott
Shilu Tong
Aurelio Tobias
Eric Lavigne
Micheline de Sousa Zanotti Stagliorio Coelho
Paulo Hilario Nascimento Saldiva
Patrick G. Goodman
Ariana Zeka
Masahiro Hashizume
Yasushi Honda
Ho Kim
Martina S. Ragettli
Martin Röösli
Antonella Zanobetti
Joel Schwartz
Ben Armstrong
Antonio Gasparrini
author_sort Ana M. Vicedo-Cabrera
title A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate
title_short A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate
title_full A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate
title_fullStr A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate
title_full_unstemmed A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate
title_sort multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climate
publisher Elsevier
series Environment International
issn 0160-4120
publishDate 2018-02-01
description Background: Temporal variation of temperature-health associations depends on the combination of two pathways: pure adaptation to increasingly warmer temperatures due to climate change, and other attenuation mechanisms due to non-climate factors such as infrastructural changes and improved health care. Disentangling these pathways is critical for assessing climate change impacts and for planning public health and climate policies. We present evidence on this topic by assessing temporal trends in cold- and heat-attributable mortality risks in a multi-country investigation. Methods: Trends in country-specific attributable mortality fractions (AFs) for cold and heat (defined as below/above minimum mortality temperature, respectively) in 305 locations within 10 countries (1985–2012) were estimated using a two-stage time-series design with time-varying distributed lag non-linear models. To separate the contribution of pure adaptation to increasing temperatures and active changes in susceptibility (non-climate driven mechanisms) to heat and cold, we compared observed yearly-AFs with those predicted in two counterfactual scenarios: trends driven by either (1) changes in exposure-response function (assuming a constant temperature distribution), (2) or changes in temperature distribution (assuming constant exposure-response relationships). This comparison provides insights about the potential mechanisms and pace of adaptation in each population. Results: Heat-related AFs decreased in all countries (ranging from 0.45–1.66% to 0.15–0.93%, in the first and last 5-year periods, respectively) except in Australia, Ireland and UK. Different patterns were found for cold (where AFs ranged from 5.57–15.43% to 2.16–8.91%), showing either decreasing (Brazil, Japan, Spain, Australia and Ireland), increasing (USA), or stable trends (Canada, South Korea and UK). Heat-AF trends were mostly driven by changes in exposure-response associations due to modified susceptibility to temperature, whereas no clear patterns were observed for cold. Conclusions: Our findings suggest a decrease in heat-mortality impacts over the past decades, well beyond those expected from a pure adaptation to changes in temperature due to the observed warming. This indicates that there is scope for the development of public health strategies to mitigate heat-related climate change impacts. In contrast, no clear conclusions were found for cold. Further investigations should focus on identification of factors defining these changes in susceptibility. Keywords: Climate change, Heat, Cold, Adaptation, Mortality
url http://www.sciencedirect.com/science/article/pii/S0160412017310346
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spelling doaj-cd09320684c142e0b250d711f0fd1e3f2020-11-24T21:17:42ZengElsevierEnvironment International0160-41202018-02-01111239246A multi-country analysis on potential adaptive mechanisms to cold and heat in a changing climateAna M. Vicedo-Cabrera0Francesco Sera1Yuming Guo2Yeonseung Chung3Katherine Arbuthnott4Shilu Tong5Aurelio Tobias6Eric Lavigne7Micheline de Sousa Zanotti Stagliorio Coelho8Paulo Hilario Nascimento Saldiva9Patrick G. Goodman10Ariana Zeka11Masahiro Hashizume12Yasushi Honda13Ho Kim14Martina S. Ragettli15Martin Röösli16Antonella Zanobetti17Joel Schwartz18Ben Armstrong19Antonio Gasparrini20Department of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, United Kingdom; Corresponding author at: Department of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH, United Kingdom.Department of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, United KingdomDepartment of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, AustraliaDepartment of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South KoreaDepartment of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, United KingdomDepartment of Clinical Epidemiology and Biostatistics, Children's Medical Center, Shanghai Jiao-Tong University, Shanghai, China; School of Public Health and Institute of Environment and Population Health, Anhui Medical University, Hefei, China; School of Public Health and Social Work, Queensland University of Technology, Brisbane, AustraliaInstitute of Environmental Assessment and Water Research (IDAEA), Spanish Council for Scientific Research (CSIC), Barcelona, SpainDepartment of Epidemiology and Community Medicine, University of Ottawa, Ottawa, CanadaInstitute of Advanced Studies, University of São Paulo, São Paulo, BrazilInstitute of Advanced Studies, University of São Paulo, São Paulo, BrazilSchool of Physics, Dublin Institute of Technology, Dublin, IrelandInstitute for Environment, Health and Societies, Brunel University London, London, United KingdomDepartment of Pediatric Infectious Diseases, Institute of Tropical Medicine, Nagasaki University, Nagasaki, JapanFaculty of Health and Sport Sciences, University of Tsukuba, Tsukuba, JapanGraduate School of Public Health, Seoul National University, Seoul, Republic of KoreaSwiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, SwitzerlandSwiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, SwitzerlandDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USADepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USADepartment of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, United KingdomDepartment of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, United KingdomBackground: Temporal variation of temperature-health associations depends on the combination of two pathways: pure adaptation to increasingly warmer temperatures due to climate change, and other attenuation mechanisms due to non-climate factors such as infrastructural changes and improved health care. Disentangling these pathways is critical for assessing climate change impacts and for planning public health and climate policies. We present evidence on this topic by assessing temporal trends in cold- and heat-attributable mortality risks in a multi-country investigation. Methods: Trends in country-specific attributable mortality fractions (AFs) for cold and heat (defined as below/above minimum mortality temperature, respectively) in 305 locations within 10 countries (1985–2012) were estimated using a two-stage time-series design with time-varying distributed lag non-linear models. To separate the contribution of pure adaptation to increasing temperatures and active changes in susceptibility (non-climate driven mechanisms) to heat and cold, we compared observed yearly-AFs with those predicted in two counterfactual scenarios: trends driven by either (1) changes in exposure-response function (assuming a constant temperature distribution), (2) or changes in temperature distribution (assuming constant exposure-response relationships). This comparison provides insights about the potential mechanisms and pace of adaptation in each population. Results: Heat-related AFs decreased in all countries (ranging from 0.45–1.66% to 0.15–0.93%, in the first and last 5-year periods, respectively) except in Australia, Ireland and UK. Different patterns were found for cold (where AFs ranged from 5.57–15.43% to 2.16–8.91%), showing either decreasing (Brazil, Japan, Spain, Australia and Ireland), increasing (USA), or stable trends (Canada, South Korea and UK). Heat-AF trends were mostly driven by changes in exposure-response associations due to modified susceptibility to temperature, whereas no clear patterns were observed for cold. Conclusions: Our findings suggest a decrease in heat-mortality impacts over the past decades, well beyond those expected from a pure adaptation to changes in temperature due to the observed warming. This indicates that there is scope for the development of public health strategies to mitigate heat-related climate change impacts. In contrast, no clear conclusions were found for cold. Further investigations should focus on identification of factors defining these changes in susceptibility. Keywords: Climate change, Heat, Cold, Adaptation, Mortalityhttp://www.sciencedirect.com/science/article/pii/S0160412017310346