Seasonal variation in mortality and the role of temperature: a multi-country multi-city study

Author:

Madaniyazi Lina12ORCID,Armstrong Ben3,Chung Yeonseung4,Ng Chris Fook Sheng2ORCID,Seposo Xerxes2,Kim Yoonhee5,Tobias Aurelio26,Guo Yuming78,Sera Francesco39,Honda Yasushi1011,Gasparrini Antonio31213ORCID,Hashizume Masahiro1214,Abrutzky Rosana,Acquaotta Fiorella,Ameling Caroline,Analitis Antonis,Åström Christofer,Pan Shih-Chun,Coelho Micheline de Sousa Zanotti Stagliorio,Correa Patricia Matus,Dang Tran Ngoc,de'Donato Francesca,Diaz Magali Hurtado,Van Dung Do,Entezari Alireza,Forsberg Bertil,Fratianni Simona,Goodman Patrick,Guo Yue Leon,Holobâca Iulian Horia,Houthuijs Danny,Huber Veronika,Indermitte Ene,Íñiguez Carmen,Jaakkola Jouni,Kan Haidong,Katsouyanni Klea,Kim Ho,Kyselý Jan,Lavigne Eric,Lee Whanhee,Li Shanshan,Mayvaneh Fatemeh,Michelozzi Paola,Nunes Baltazar,Orru Hans,Ortega Nicolás Valdés,Osorio Samuel,Overcenco Ala,Pascal Mathilde,Ragettli Martina S.,Rao Shilpa,Ryti Niilo,Saldiva Paulo Hilario Nascimento,Schneider Alexandra,Schwartz Joel,Scovronick Noah,Teixeira João Paulo,Tong Shilu,Urban Aleš,Valencia César De la Cruz,Vicedo-Cabrera Ana Maria,Zanobetti Antonella,Zeka Ariana,

Affiliation:

1. Department of Paediatric Infectious Disease, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan

2. School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan

3. Department of Public Health, Environments and Society, London School of Hygiene & Tropical Medicine, London, UK

4. Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea

5. Department of Global Environmental Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

6. Institute of Environmental Assessment and Water Research (IDAEA), Spanish Council for Scientific Research (CSIS), Barcelona, Spain

7. Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia

8. Climate, Air Quality Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia

9. Department of Statistics, Computer Science and Applications ‘G. Parenti’, University of Florence, Florence, Italy

10. Center for Climate Change Adaptation, National Institute for Environmental Studies, Tsukuba, Japan

11. Faculty of Health and Sport Sciences, University of Tsukuba, Tsukuba, Japan

12. Centre for Statistical Methodology, London School of Hygiene & Tropical Medicine, London, UK

13. Centre on Climate Change & Planetary Health, London School of Hygiene & Tropical Medicine, London, UK

14. Department of Global Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

Abstract

Abstract Background Although seasonal variations in mortality have been recognized for millennia, the role of temperature remains unclear. We aimed to assess seasonal variation in mortality and to examine the contribution of temperature. Methods We compiled daily data on all-cause, cardiovascular and respiratory mortality, temperature and indicators on location-specific characteristics from 719 locations in tropical, dry, temperate and continental climate zones. We fitted time-series regression models to estimate the amplitude of seasonal variation in mortality on a daily basis, defined as the peak-to-trough ratio (PTR) of maximum mortality estimates to minimum mortality estimates at day of year. Meta-analysis was used to summarize location-specific estimates for each climate zone. We estimated the PTR with and without temperature adjustment, with the differences representing the seasonal effect attributable to temperature. We also evaluated the effect of location-specific characteristics on the PTR across locations by using meta-regression models. Results Seasonality estimates and responses to temperature adjustment varied across locations. The unadjusted PTR for all-cause mortality was 1.05 [95% confidence interval (CI): 1.00–1.11] in the tropical zone and 1.23 (95% CI: 1.20–1.25) in the temperate zone; adjusting for temperature reduced the estimates to 1.02 (95% CI: 0.95–1.09) and 1.10 (95% CI: 1.07–1.12), respectively. Furthermore, the unadjusted PTR was positively associated with average mean temperature. Conclusions This study suggests that seasonality of mortality is importantly driven by temperature, most evidently in temperate/continental climate zones, and that warmer locations show stronger seasonal variations in mortality, which is related to a stronger effect of temperature.

Funder

Japan Society for the Promotion of Science (JSPS) KAKENHI

Senior Research

National Research Foundation of Korea

Ministry of Science, ICT

Spanish Ministry of Economy, Industry and Competitiveness

Czech Science Foundation

European Union’s Horizon 2020 research and innovation programme

Medical Research Council-UK

Natural Environment Research Council UK

European Union’s Horizon 2020 Project Exhaustion

Japan Science and Technology Agency

Publisher

Oxford University Press (OUP)

Subject

General Medicine,Epidemiology

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