TY - JOUR
T1 - Seasonal variation in mortality and the role of temperature
T2 - a multi-country multi-city study
AU - Madaniyazi, Lina
AU - Armstrong, Ben
AU - Chung, Yeonseung
AU - Ng, Chris Fook Sheng
AU - Seposo, Xerxes
AU - Kim, Yoonhee
AU - Tobias, Aurelio
AU - Guo, Yuming
AU - Sera, Francesco
AU - Honda, Yasushi
AU - Gasparrini, Antonio
AU - Hashizume, Masahiro
AU - Multi-Country Multi-City (MCC) Collaborative Research Network
AU - Li, Shanshan
AU - Entezari, Alireza
N1 - Publisher Copyright:
© The Author(s) 2021; all rights reserved. Published by Oxford University Press on behalf of the International Epidemiological Association.
PY - 2022/2/18
Y1 - 2022/2/18
N2 - 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.
AB - 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.
KW - mortality
KW - Seasonality
KW - temperature
UR - http://www.scopus.com/inward/record.url?scp=85125001888&partnerID=8YFLogxK
U2 - 10.1093/ije/dyab143
DO - 10.1093/ije/dyab143
M3 - Article
C2 - 34468728
AN - SCOPUS:85125001888
SN - 0300-5771
VL - 51
SP - 122
EP - 133
JO - International Journal of Epidemiology
JF - International Journal of Epidemiology
IS - 1
ER -