The Lancet Planetary Health (Jul 2021)
Global, regional, and national burden of mortality associated with non-optimal ambient temperatures from 2000 to 2019: a three-stage modelling study
- Qi Zhao, ProfPhD,
- Yuming Guo, ProfPhD,
- Tingting Ye, MSc,
- Antonio Gasparrini, ProfPhD,
- Shilu Tong, ProfPhD,
- Ala Overcenco, PhD,
- Aleš Urban, PhD,
- Alexandra Schneider, PhD,
- Alireza Entezari, PhD,
- Ana Maria Vicedo-Cabrera, PhD,
- Antonella Zanobetti, PhD,
- Antonis Analitis, PhD,
- Ariana Zeka, PhD,
- Aurelio Tobias, PhD,
- Baltazar Nunes, PhD,
- Barrak Alahmad, MPH,
- Ben Armstrong, ProfPhD,
- Bertil Forsberg, ProfPhD,
- Shih-Chun Pan, PhD,
- Carmen Íñiguez, PhD,
- Caroline Ameling, BS,
- César De la Cruz Valencia, MSc,
- Christofer Åström, PhD,
- Danny Houthuijs, MSc,
- Do Van Dung, PhD,
- Dominic Royé, PhD,
- Ene Indermitte, PhD,
- Eric Lavigne, ProfPhD,
- Fatemeh Mayvaneh, PhD,
- Fiorella Acquaotta, PhD,
- Francesca de'Donato, PhD,
- Francesco Di Ruscio, PhD,
- Francesco Sera, MSc,
- Gabriel Carrasco-Escobar, MSc,
- Haidong Kan, ProfPhD,
- Hans Orru, PhD,
- Ho Kim, ProfPhD,
- Iulian-Horia Holobaca, PhD,
- Jan Kyselý, PhD,
- Joana Madureira, PhD,
- Joel Schwartz, ProfPhD,
- Jouni J K Jaakkola, ProfPhD,
- Klea Katsouyanni, ProfPhD,
- Magali Hurtado Diaz, ProfPhD,
- Martina S Ragettli, PhD,
- Masahiro Hashizume, ProfPhD,
- Mathilde Pascal, PhD,
- Micheline de Sousa Zanotti Stagliorio Coélho, PhD,
- Nicolás Valdés Ortega, MSc,
- Niilo Ryti, PhD,
- Noah Scovronick, PhD,
- Paola Michelozzi, MSc,
- Patricia Matus Correa, MSc,
- Patrick Goodman, ProfPhD,
- Paulo Hilario Nascimento Saldiva, ProfPhD,
- Rosana Abrutzky, MSc,
- Samuel Osorio, MSc,
- Shilpa Rao, PhD,
- Simona Fratianni, PhD,
- Tran Ngoc Dang, PhD,
- Valentina Colistro, MSc,
- Veronika Huber, PhD,
- Whanhee Lee, PhD,
- Xerxes Seposo, PhD,
- Yasushi Honda, ProfPhD,
- Yue Leon Guo, ProfPhD,
- Michelle L Bell, ProfPhD,
- Shanshan Li, PhD
Affiliations
- Qi Zhao, ProfPhD
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China; Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Yuming Guo, ProfPhD
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Correspondence to: Prof Yuming Guo, Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
- Tingting Ye, MSc
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Antonio Gasparrini, ProfPhD
- Department of Public Health, Environments and Society, London School of Hygiene and Tropical Medicine, London, UK; Centre for Statistical Methodology, London School of Hygiene and Tropical Medicine, London, UK; Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, London, UK
- Shilu Tong, ProfPhD
- Shanghai Children's Medical Centre, Shanghai Jiao Tong University, Shanghai, China; School of Public Health, Institute of Environment and Population Health, Anhui Medical University, Hefei, China; Center for Global Health, Nanjing Medical University, Nanjing, China; School of Public Health and Social Work, Queensland University of Technology, Brisbane, QLD, Australia
- Ala Overcenco, PhD
- Laboratory of Management in Science and Public Health, National Agency for Public Health of the Ministry of Health, Chisinau, Moldova
- Aleš Urban, PhD
- Institute of Atmospheric Physics, Czech Academy of Sciences, Prague, Czech Republic; Faculty of Environmental Sciences, Czech University of Life Sciences, Prague, Czech Republic
- Alexandra Schneider, PhD
- Institute of Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg, Germany
- Alireza Entezari, PhD
- Faculty of Geography and Environmental Sciences, Hakim Sabzevari University, Sabzevar, Iran
- Ana Maria Vicedo-Cabrera, PhD
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Oeschger Center for Climate Change Research, University of Bern, Bern, Switzerland
- Antonella Zanobetti, PhD
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Antonis Analitis, PhD
- Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, Athens, Greece
- Ariana Zeka, PhD
- Institute of Environment, Health and Societies, Brunel University London, London, UK
- Aurelio Tobias, PhD
- Institute of Environmental Assessment and Water Research, Spanish Council for Scientific Research, Barcelona, Spain; School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
- Baltazar Nunes, PhD
- Department of Epidemiology, Instituto Nacional de Saúde Dr Ricardo Jorge, Porto, Portugal; Centro de Investigação em Saúde Pública, Escola Nacional de Saúde Pública, Universidade NOVA de Lisboa, Lisbon, Portugal
- Barrak Alahmad, MPH
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Ben Armstrong, ProfPhD
- Department of Public Health, Environments and Society, London School of Hygiene and Tropical Medicine, London, UK
- Bertil Forsberg, ProfPhD
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
- Shih-Chun Pan, PhD
- National Institute of Environmental Health Science, National Health Research Institutes, Zhunan, Taiwan
- Carmen Íñiguez, PhD
- Department of Statistics and Computational Research, Universitat de València, València, Spain; CIBER of Epidemiology and Public Health, Madrid, Spain
- Caroline Ameling, BS
- Centre for Sustainability and Environmental Health, National Institute for Public Health and the Environment, Bilthoven, Netherlands
- César De la Cruz Valencia, MSc
- Department of Environmental Health, National Institute of Public Health, Cuernavaca Morelos, Mexico
- Christofer Åström, PhD
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
- Danny Houthuijs, MSc
- Centre for Sustainability and Environmental Health, National Institute for Public Health and the Environment, Bilthoven, Netherlands
- Do Van Dung, PhD
- Department of Environmental Health, Faculty of Public Health, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Dominic Royé, PhD
- CIBER of Epidemiology and Public Health, Madrid, Spain; Department of Geography, University of Santiago de Compostela, Santiago de Compostela, Spain
- Ene Indermitte, PhD
- Institute of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
- Eric Lavigne, ProfPhD
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada; Air Health Science Division, Health Canada, Ottawa, ON, Canada
- Fatemeh Mayvaneh, PhD
- Faculty of Geography and Environmental Sciences, Hakim Sabzevari University, Sabzevar, Iran
- Fiorella Acquaotta, PhD
- Department of Earth Sciences, University of Turin, Turin, Italy
- Francesca de'Donato, PhD
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
- Francesco Di Ruscio, PhD
- Norwegian institute of Public Health, Oslo, Norway
- Francesco Sera, MSc
- Department of Public Health, Environments and Society, London School of Hygiene and Tropical Medicine, London, UK; Department of Statistics, Computer Science and Applications G. Parenti, University of Florence, Florence, Italy
- Gabriel Carrasco-Escobar, MSc
- Health Innovation Lab, Institute of Tropical Medicine Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru; Division of Infectious Diseases, Department of Medicine, University of California, San Diego, CA, USA
- Haidong Kan, ProfPhD
- Department of Environmental Health, School of Public Health, Fudan University, Shanghai, China
- Hans Orru, PhD
- Institute of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
- Ho Kim, ProfPhD
- Graduate School of Public Health, Seoul National University, Seoul, South Korea
- Iulian-Horia Holobaca, PhD
- Faculty of Geography, Babeş-Bolyai University, Cluj-Napoca, Romania
- Jan Kyselý, PhD
- Institute of Atmospheric Physics, Czech Academy of Sciences, Prague, Czech Republic; Faculty of Environmental Sciences, Czech University of Life Sciences, Prague, Czech Republic
- Joana Madureira, PhD
- Department of Environmental Health, Instituto Nacional de Saúde Dr Ricardo Jorge, Porto, Portugal; EPIUnit, Instituto de Saúde Pública, Universidade do Porto, Porto, Portugal
- Joel Schwartz, ProfPhD
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Jouni J K Jaakkola, ProfPhD
- Center for Environmental and Respiratory Health Research and Biocenter Oulu, University of Oulu, Oulu, Finland; Finnish Meteorological Institute, Helsinki, Finland
- Klea Katsouyanni, ProfPhD
- Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, Athens, Greece; School of Population Health and Environmental Sciences, King's College London, London, UK
- Magali Hurtado Diaz, ProfPhD
- Department of Environmental Health, National Institute of Public Health, Cuernavaca Morelos, Mexico
- Martina S Ragettli, PhD
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
- Masahiro Hashizume, ProfPhD
- Department of Global Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Mathilde Pascal, PhD
- Department of Environmental and Occupational Health, Santé Publique France, French National Public Health Agency, Saint Maurice, France
- Micheline de Sousa Zanotti Stagliorio Coélho, PhD
- Department of Pathology, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
- Nicolás Valdés Ortega, MSc
- Department of Public Health, Universidad de los Andes, Santiago, Chile
- Niilo Ryti, PhD
- Center for Environmental and Respiratory Health Research and Biocenter Oulu, University of Oulu, Oulu, Finland
- Noah Scovronick, PhD
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
- Paola Michelozzi, MSc
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
- Patricia Matus Correa, MSc
- Department of Public Health, Universidad de los Andes, Santiago, Chile
- Patrick Goodman, ProfPhD
- School of Physics, Technological University Dublin, Dublin, Ireland
- Paulo Hilario Nascimento Saldiva, ProfPhD
- Department of Pathology, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
- Rosana Abrutzky, MSc
- Instituto de Investigaciones Gino Germani, Facultad de Ciencias Sociales, Universidad de Buenos Aires, Buenos Aires, Argentina
- Samuel Osorio, MSc
- Department of Environmental Health, University of São Paulo, São Paulo, Brazil
- Shilpa Rao, PhD
- Norwegian institute of Public Health, Oslo, Norway
- Simona Fratianni, PhD
- Department of Earth Sciences, University of Turin, Turin, Italy
- Tran Ngoc Dang, PhD
- Department of Environmental Health, Faculty of Public Health, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Valentina Colistro, MSc
- Department of Quantitative Methods, School of Medicine, University of the Republic, Montevideo, Uruguay
- Veronika Huber, PhD
- Potsdam Institute for Climate Impact Research, Potsdam, Germany; Department of Physical, Chemical and Natural Systems, Universidad Pablo de Olavide, Sevilla, Spain
- Whanhee Lee, PhD
- School of the Environment, Yale University, New Haven, CT, USA
- Xerxes Seposo, PhD
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
- Yasushi Honda, ProfPhD
- Faculty of Health and Sport Sciences, University of Tsukuba, Tsukuba, Japan
- Yue Leon Guo, ProfPhD
- National Institute of Environmental Health Science, National Health Research Institutes, Zhunan, Taiwan; Environmental and Occupational Medicine, NTU College of Medicine and NTU Hospital, National Taiwan University, Taipei, Taiwan; Institute of Environmental and Occupational Health Sciences, NTU College of Public Health, National Taiwan University, Taipei, Taiwan
- Michelle L Bell, ProfPhD
- School of the Environment, Yale University, New Haven, CT, USA
- Shanshan Li, PhD
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Dr Shanshan Li, Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
- Journal volume & issue
-
Vol. 5,
no. 7
pp. e415 – e425
Abstract
Summary: Background: Exposure to cold or hot temperatures is associated with premature deaths. We aimed to evaluate the global, regional, and national mortality burden associated with non-optimal ambient temperatures. Methods: In this modelling study, we collected time-series data on mortality and ambient temperatures from 750 locations in 43 countries and five meta-predictors at a grid size of 0·5° × 0·5° across the globe. A three-stage analysis strategy was used. First, the temperature–mortality association was fitted for each location by use of a time-series regression. Second, a multivariate meta-regression model was built between location-specific estimates and meta-predictors. Finally, the grid-specific temperature–mortality association between 2000 and 2019 was predicted by use of the fitted meta-regression and the grid-specific meta-predictors. Excess deaths due to non-optimal temperatures, the ratio between annual excess deaths and all deaths of a year (the excess death ratio), and the death rate per 100 000 residents were then calculated for each grid across the world. Grids were divided according to regional groupings of the UN Statistics Division. Findings: Globally, 5 083 173 deaths (95% empirical CI [eCI] 4 087 967–5 965 520) were associated with non-optimal temperatures per year, accounting for 9·43% (95% eCI 7·58–11·07) of all deaths (8·52% [6·19–10·47] were cold-related and 0·91% [0·56–1·36] were heat-related). There were 74 temperature-related excess deaths per 100 000 residents (95% eCI 60–87). The mortality burden varied geographically. Of all excess deaths, 2 617 322 (51·49%) occurred in Asia. Eastern Europe had the highest heat-related excess death rate and Sub-Saharan Africa had the highest cold-related excess death rate. From 2000–03 to 2016–19, the global cold-related excess death ratio changed by −0·51 percentage points (95% eCI −0·61 to −0·42) and the global heat-related excess death ratio increased by 0·21 percentage points (0·13–0·31), leading to a net reduction in the overall ratio. The largest decline in overall excess death ratio occurred in South-eastern Asia, whereas excess death ratio fluctuated in Southern Asia and Europe. Interpretation: Non-optimal temperatures are associated with a substantial mortality burden, which varies spatiotemporally. Our findings will benefit international, national, and local communities in developing preparedness and prevention strategies to reduce weather-related impacts immediately and under climate change scenarios. Funding: Australian Research Council and the Australian National Health and Medical Research Council.