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Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors

It has been reported that suicide is associated with ambient temperature; however, the heterogeneity in this association and its underlying factors have not been extensively investigated. Therefore, we investigated the spatial and temporal variation in the temperature–suicide association and examine...

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Autores principales: Sim, Kisung, Kim, Yoonhee, Hashizume, Masahiro, Gasparrini, Antonio, Armstrong, Ben, Sera, Francesco, Ng, Chris Fook Sheng, Honda, Yasushi, Chung, Yeonseung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7339135/
https://www.ncbi.nlm.nih.gov/pubmed/32544727
http://dx.doi.org/10.1016/j.envint.2020.105829
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author Sim, Kisung
Kim, Yoonhee
Hashizume, Masahiro
Gasparrini, Antonio
Armstrong, Ben
Sera, Francesco
Ng, Chris Fook Sheng
Honda, Yasushi
Chung, Yeonseung
author_facet Sim, Kisung
Kim, Yoonhee
Hashizume, Masahiro
Gasparrini, Antonio
Armstrong, Ben
Sera, Francesco
Ng, Chris Fook Sheng
Honda, Yasushi
Chung, Yeonseung
author_sort Sim, Kisung
collection PubMed
description It has been reported that suicide is associated with ambient temperature; however, the heterogeneity in this association and its underlying factors have not been extensively investigated. Therefore, we investigated the spatial and temporal variation in the temperature–suicide association and examined climatic, demographic, and socioeconomic factors that may underlie such heterogeneity. We analyzed the daily time-series data for the suicide counts and ambient temperature, which were collected for the 47 prefectures of Japan from 1972 to 2015, using a two-stage analysis. In the first stage, the prefecture-specific temperature–suicide association was estimated by using a generalized linear model. In the second stage, the prefecture-specific associations were pooled, and key factors explaining the spatial and temporal variation were identified by using mixed effects meta-regression. Results showed that there is an inverted J-shape nonlinear association between temperature and suicide; the suicide risk increased with temperature but leveled off above 24.4 °C. The nationwide relative risk (RR) for the maximum suicide temperature versus 5th temperature percentile (2.9 °C) was estimated as 1.26 (95% CI: 1.22, 1.29). The RRs were larger for females than for males (1.32 vs. 1.22) and larger for elderly people (≥65 y) than for the non-elderly (15–64 y) (1.51 vs. 1.18). The RRs were larger for rural prefectures, which are characterized by smaller population, higher proportions of females and elderly people, and lower levels of financial capability and the proportion of highly educated people. The RRs were also larger in colder and less humid prefectures. These findings may help in understanding the potential mechanism of the temperature–suicide association and projecting the future risk of suicide under climate change.
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spelling pubmed-73391352020-09-01 Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors Sim, Kisung Kim, Yoonhee Hashizume, Masahiro Gasparrini, Antonio Armstrong, Ben Sera, Francesco Ng, Chris Fook Sheng Honda, Yasushi Chung, Yeonseung Environ Int Article It has been reported that suicide is associated with ambient temperature; however, the heterogeneity in this association and its underlying factors have not been extensively investigated. Therefore, we investigated the spatial and temporal variation in the temperature–suicide association and examined climatic, demographic, and socioeconomic factors that may underlie such heterogeneity. We analyzed the daily time-series data for the suicide counts and ambient temperature, which were collected for the 47 prefectures of Japan from 1972 to 2015, using a two-stage analysis. In the first stage, the prefecture-specific temperature–suicide association was estimated by using a generalized linear model. In the second stage, the prefecture-specific associations were pooled, and key factors explaining the spatial and temporal variation were identified by using mixed effects meta-regression. Results showed that there is an inverted J-shape nonlinear association between temperature and suicide; the suicide risk increased with temperature but leveled off above 24.4 °C. The nationwide relative risk (RR) for the maximum suicide temperature versus 5th temperature percentile (2.9 °C) was estimated as 1.26 (95% CI: 1.22, 1.29). The RRs were larger for females than for males (1.32 vs. 1.22) and larger for elderly people (≥65 y) than for the non-elderly (15–64 y) (1.51 vs. 1.18). The RRs were larger for rural prefectures, which are characterized by smaller population, higher proportions of females and elderly people, and lower levels of financial capability and the proportion of highly educated people. The RRs were also larger in colder and less humid prefectures. These findings may help in understanding the potential mechanism of the temperature–suicide association and projecting the future risk of suicide under climate change. Elsevier Science 2020-09 /pmc/articles/PMC7339135/ /pubmed/32544727 http://dx.doi.org/10.1016/j.envint.2020.105829 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Sim, Kisung
Kim, Yoonhee
Hashizume, Masahiro
Gasparrini, Antonio
Armstrong, Ben
Sera, Francesco
Ng, Chris Fook Sheng
Honda, Yasushi
Chung, Yeonseung
Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors
title Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors
title_full Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors
title_fullStr Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors
title_full_unstemmed Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors
title_short Nonlinear temperature-suicide association in Japan from 1972 to 2015: Its heterogeneity and the role of climate, demographic, and socioeconomic factors
title_sort nonlinear temperature-suicide association in japan from 1972 to 2015: its heterogeneity and the role of climate, demographic, and socioeconomic factors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7339135/
https://www.ncbi.nlm.nih.gov/pubmed/32544727
http://dx.doi.org/10.1016/j.envint.2020.105829
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