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Ambient Temperature and External Causes of Death in Japan from 1979 to 2015: A Time-Stratified Case-Crossover Analysis
Although substantial evidence suggests that high and low temperatures are adversely associated with nonaccidental mortality, few studies have focused on exploring the risks of temperature on external causes of death. We investigated the short-term associations between temperature and external causes...
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Published in: | Environmental health perspectives 2022-04, Vol.130 (4), p.47004-47004 |
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description | Although substantial evidence suggests that high and low temperatures are adversely associated with nonaccidental mortality, few studies have focused on exploring the risks of temperature on external causes of death.
We investigated the short-term associations between temperature and external causes of death and four specific categories (suicide, transport, falls, and drowning) in 47 prefectures of Japan from 1979 to 2015.
We conducted a two-stage meta-regression analysis. First, we performed time-stratified case-crossover analyses with a distributed lag nonlinear model to examine the association between temperature and mortality due to external causes for each prefecture. We then used a multivariate meta-regression model to combine the association estimates across all prefectures in Japan. In addition, we performed stratified analyses for the associations by sex and age.
A total of 2,416,707 external causes of death were included in the study. We found a J-shaped exposure-response curve for all external causes of death, in which the risks increased for mild cold temperatures [20th percentile; relative risk
(95% confidence interval [CI]: 1.05,1.12)] and extreme heat [99th percentile;
(95% CI: 1.20, 1.29)] compared with those for minimum mortality temperature (MMT). However, the shapes of the exposure-response curves varied according to four subcategories. The risks of suicide and transport monotonically increased as temperature increased, with RRs of 1.35 (95% CI: 1.26, 1.45) and 1.60 (95% CI: 1.35, 1.90), respectively, for heat, whereas J- and U-shaped curves were observed for falls and drowning, with RRs of 1.14 (95% CI: 1.03, 1.26) and 1.95 (95% CI: 1.70, 2.23) for heat and 1.13 (95% CI: 1.02, 1.26) and 2.33 (95% CI: 1.89, 2.88) for cold, respectively, compared with those for cause-specific MMTs. The sex- and age-specific associations varied considerably depending on the specific causes.
Both low and high temperatures may be important drivers of increased risk of external causes of death. We suggest that preventive measures against external causes of death should be considered in adaptation policies. https://doi.org/10.1289/EHP9943. |
doi_str_mv | 10.1289/ehp9943 |
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We investigated the short-term associations between temperature and external causes of death and four specific categories (suicide, transport, falls, and drowning) in 47 prefectures of Japan from 1979 to 2015.
We conducted a two-stage meta-regression analysis. First, we performed time-stratified case-crossover analyses with a distributed lag nonlinear model to examine the association between temperature and mortality due to external causes for each prefecture. We then used a multivariate meta-regression model to combine the association estimates across all prefectures in Japan. In addition, we performed stratified analyses for the associations by sex and age.
A total of 2,416,707 external causes of death were included in the study. We found a J-shaped exposure-response curve for all external causes of death, in which the risks increased for mild cold temperatures [20th percentile; relative risk
(95% confidence interval [CI]: 1.05,1.12)] and extreme heat [99th percentile;
(95% CI: 1.20, 1.29)] compared with those for minimum mortality temperature (MMT). However, the shapes of the exposure-response curves varied according to four subcategories. The risks of suicide and transport monotonically increased as temperature increased, with RRs of 1.35 (95% CI: 1.26, 1.45) and 1.60 (95% CI: 1.35, 1.90), respectively, for heat, whereas J- and U-shaped curves were observed for falls and drowning, with RRs of 1.14 (95% CI: 1.03, 1.26) and 1.95 (95% CI: 1.70, 2.23) for heat and 1.13 (95% CI: 1.02, 1.26) and 2.33 (95% CI: 1.89, 2.88) for cold, respectively, compared with those for cause-specific MMTs. The sex- and age-specific associations varied considerably depending on the specific causes.
Both low and high temperatures may be important drivers of increased risk of external causes of death. We suggest that preventive measures against external causes of death should be considered in adaptation policies. https://doi.org/10.1289/EHP9943.</description><identifier>ISSN: 0091-6765</identifier><identifier>EISSN: 1552-9924</identifier><identifier>DOI: 10.1289/ehp9943</identifier><identifier>PMID: 35394808</identifier><language>eng</language><publisher>United States: National Institute of Environmental Health Sciences</publisher><subject>Atmospheric temperature ; Cause of Death ; Cold Temperature ; Drowning ; Environmental aspects ; Falls (Accidents) ; Health aspects ; Hot Temperature ; Humans ; Japan ; Japan - epidemiology ; Mortality ; Risk factors ; Suicide ; Temperature ; Traffic accidents</subject><ispartof>Environmental health perspectives, 2022-04, Vol.130 (4), p.47004-47004</ispartof><rights>COPYRIGHT 2022 National Institute of Environmental Health Sciences</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c639t-c423df1a1d6e0f2ecc8fe89e81b49c37d634e25b9eaa271214c2fe224a89d8df3</citedby><cites>FETCH-LOGICAL-c639t-c423df1a1d6e0f2ecc8fe89e81b49c37d634e25b9eaa271214c2fe224a89d8df3</cites><orcidid>0000-0002-1824-296X ; 0000-0003-2517-1087 ; 0000-0002-7193-9694 ; 0000-0003-2248-1629 ; 0000-0003-4720-1750</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8992967/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8992967/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,36061,37013,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35394808$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pan, Rui</creatorcontrib><creatorcontrib>Honda, Yasushi</creatorcontrib><creatorcontrib>Minakuchi, Emiko</creatorcontrib><creatorcontrib>Kim, Satbyul Estella</creatorcontrib><creatorcontrib>Hashizume, Masahiro</creatorcontrib><creatorcontrib>Kim, Yoonhee</creatorcontrib><title>Ambient Temperature and External Causes of Death in Japan from 1979 to 2015: A Time-Stratified Case-Crossover Analysis</title><title>Environmental health perspectives</title><addtitle>Environ Health Perspect</addtitle><description>Although substantial evidence suggests that high and low temperatures are adversely associated with nonaccidental mortality, few studies have focused on exploring the risks of temperature on external causes of death.
We investigated the short-term associations between temperature and external causes of death and four specific categories (suicide, transport, falls, and drowning) in 47 prefectures of Japan from 1979 to 2015.
We conducted a two-stage meta-regression analysis. First, we performed time-stratified case-crossover analyses with a distributed lag nonlinear model to examine the association between temperature and mortality due to external causes for each prefecture. We then used a multivariate meta-regression model to combine the association estimates across all prefectures in Japan. In addition, we performed stratified analyses for the associations by sex and age.
A total of 2,416,707 external causes of death were included in the study. We found a J-shaped exposure-response curve for all external causes of death, in which the risks increased for mild cold temperatures [20th percentile; relative risk
(95% confidence interval [CI]: 1.05,1.12)] and extreme heat [99th percentile;
(95% CI: 1.20, 1.29)] compared with those for minimum mortality temperature (MMT). However, the shapes of the exposure-response curves varied according to four subcategories. The risks of suicide and transport monotonically increased as temperature increased, with RRs of 1.35 (95% CI: 1.26, 1.45) and 1.60 (95% CI: 1.35, 1.90), respectively, for heat, whereas J- and U-shaped curves were observed for falls and drowning, with RRs of 1.14 (95% CI: 1.03, 1.26) and 1.95 (95% CI: 1.70, 2.23) for heat and 1.13 (95% CI: 1.02, 1.26) and 2.33 (95% CI: 1.89, 2.88) for cold, respectively, compared with those for cause-specific MMTs. The sex- and age-specific associations varied considerably depending on the specific causes.
Both low and high temperatures may be important drivers of increased risk of external causes of death. We suggest that preventive measures against external causes of death should be considered in adaptation policies. https://doi.org/10.1289/EHP9943.</description><subject>Atmospheric temperature</subject><subject>Cause of Death</subject><subject>Cold Temperature</subject><subject>Drowning</subject><subject>Environmental aspects</subject><subject>Falls (Accidents)</subject><subject>Health aspects</subject><subject>Hot Temperature</subject><subject>Humans</subject><subject>Japan</subject><subject>Japan - epidemiology</subject><subject>Mortality</subject><subject>Risk factors</subject><subject>Suicide</subject><subject>Temperature</subject><subject>Traffic accidents</subject><issn>0091-6765</issn><issn>1552-9924</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqN0luLEzEUB_AgirtW8RtIQPDyMGsuc0l8EEqt7srCilt9DWnmpI3MTGqSKbvf3pSuyxb6IAMZmPzOH-acg9BLSs4oE_IDrDdSlvwROqVVxQopWfkYnRIiaVE3dXWCnsX4mxBCRV0_RSe84rIURJyi7bRfOhgSXkC_gaDTGADrocXzmwRh0B2e6TFCxN7iz6DTGrsBf9MbPWAbfI-pbCROHjNCq494iheuh-I65SBnHbS5OkIxCz5Gv4WApznxNrr4HD2xuovw4u49QT-_zBez8-Ly6uvFbHpZmJrLVJiS8dZSTdsaiGVgjLAgJAi6LKXhTVvzEli1lKA1ayijpWEWGCu1kK1oLZ-gT_vczbjsoTX5T4Pu1Ca4Xodb5bVThzeDW6uV3yqRWyjrJge8uwsI_s8IManeRQNdpwfwY1SsLoWQVUN29PWernQHyg3W50Sz42raEM454_mcoOKIWsGQm9_5AazLnw_82RGfnxZ6Z44WvD8oyCbBTVrlMUZ1cf3j_-3Vr0P75oFdg-7SOvpuTM4P8RC-3UOzG3sAe99uStRuW9X8_PtuW7N89XA69-7fevK_5J3gPA</recordid><startdate>20220401</startdate><enddate>20220401</enddate><creator>Pan, Rui</creator><creator>Honda, Yasushi</creator><creator>Minakuchi, Emiko</creator><creator>Kim, Satbyul Estella</creator><creator>Hashizume, Masahiro</creator><creator>Kim, Yoonhee</creator><general>National Institute of Environmental Health Sciences</general><general>Environmental Health Perspectives</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-1824-296X</orcidid><orcidid>https://orcid.org/0000-0003-2517-1087</orcidid><orcidid>https://orcid.org/0000-0002-7193-9694</orcidid><orcidid>https://orcid.org/0000-0003-2248-1629</orcidid><orcidid>https://orcid.org/0000-0003-4720-1750</orcidid></search><sort><creationdate>20220401</creationdate><title>Ambient Temperature and External Causes of Death in Japan from 1979 to 2015: A Time-Stratified Case-Crossover Analysis</title><author>Pan, Rui ; Honda, Yasushi ; Minakuchi, Emiko ; Kim, Satbyul Estella ; Hashizume, Masahiro ; Kim, Yoonhee</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c639t-c423df1a1d6e0f2ecc8fe89e81b49c37d634e25b9eaa271214c2fe224a89d8df3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Atmospheric temperature</topic><topic>Cause of Death</topic><topic>Cold Temperature</topic><topic>Drowning</topic><topic>Environmental aspects</topic><topic>Falls (Accidents)</topic><topic>Health aspects</topic><topic>Hot Temperature</topic><topic>Humans</topic><topic>Japan</topic><topic>Japan - epidemiology</topic><topic>Mortality</topic><topic>Risk factors</topic><topic>Suicide</topic><topic>Temperature</topic><topic>Traffic accidents</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pan, Rui</creatorcontrib><creatorcontrib>Honda, Yasushi</creatorcontrib><creatorcontrib>Minakuchi, Emiko</creatorcontrib><creatorcontrib>Kim, Satbyul Estella</creatorcontrib><creatorcontrib>Hashizume, Masahiro</creatorcontrib><creatorcontrib>Kim, Yoonhee</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale_Opposing Viewpoints In Context</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Environmental health perspectives</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pan, Rui</au><au>Honda, Yasushi</au><au>Minakuchi, Emiko</au><au>Kim, Satbyul Estella</au><au>Hashizume, Masahiro</au><au>Kim, Yoonhee</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ambient Temperature and External Causes of Death in Japan from 1979 to 2015: A Time-Stratified Case-Crossover Analysis</atitle><jtitle>Environmental health perspectives</jtitle><addtitle>Environ Health Perspect</addtitle><date>2022-04-01</date><risdate>2022</risdate><volume>130</volume><issue>4</issue><spage>47004</spage><epage>47004</epage><pages>47004-47004</pages><issn>0091-6765</issn><eissn>1552-9924</eissn><abstract>Although substantial evidence suggests that high and low temperatures are adversely associated with nonaccidental mortality, few studies have focused on exploring the risks of temperature on external causes of death.
We investigated the short-term associations between temperature and external causes of death and four specific categories (suicide, transport, falls, and drowning) in 47 prefectures of Japan from 1979 to 2015.
We conducted a two-stage meta-regression analysis. First, we performed time-stratified case-crossover analyses with a distributed lag nonlinear model to examine the association between temperature and mortality due to external causes for each prefecture. We then used a multivariate meta-regression model to combine the association estimates across all prefectures in Japan. In addition, we performed stratified analyses for the associations by sex and age.
A total of 2,416,707 external causes of death were included in the study. We found a J-shaped exposure-response curve for all external causes of death, in which the risks increased for mild cold temperatures [20th percentile; relative risk
(95% confidence interval [CI]: 1.05,1.12)] and extreme heat [99th percentile;
(95% CI: 1.20, 1.29)] compared with those for minimum mortality temperature (MMT). However, the shapes of the exposure-response curves varied according to four subcategories. The risks of suicide and transport monotonically increased as temperature increased, with RRs of 1.35 (95% CI: 1.26, 1.45) and 1.60 (95% CI: 1.35, 1.90), respectively, for heat, whereas J- and U-shaped curves were observed for falls and drowning, with RRs of 1.14 (95% CI: 1.03, 1.26) and 1.95 (95% CI: 1.70, 2.23) for heat and 1.13 (95% CI: 1.02, 1.26) and 2.33 (95% CI: 1.89, 2.88) for cold, respectively, compared with those for cause-specific MMTs. The sex- and age-specific associations varied considerably depending on the specific causes.
Both low and high temperatures may be important drivers of increased risk of external causes of death. We suggest that preventive measures against external causes of death should be considered in adaptation policies. https://doi.org/10.1289/EHP9943.</abstract><cop>United States</cop><pub>National Institute of Environmental Health Sciences</pub><pmid>35394808</pmid><doi>10.1289/ehp9943</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-1824-296X</orcidid><orcidid>https://orcid.org/0000-0003-2517-1087</orcidid><orcidid>https://orcid.org/0000-0002-7193-9694</orcidid><orcidid>https://orcid.org/0000-0003-2248-1629</orcidid><orcidid>https://orcid.org/0000-0003-4720-1750</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Atmospheric temperature Cause of Death Cold Temperature Drowning Environmental aspects Falls (Accidents) Health aspects Hot Temperature Humans Japan Japan - epidemiology Mortality Risk factors Suicide Temperature Traffic accidents |
title | Ambient Temperature and External Causes of Death in Japan from 1979 to 2015: A Time-Stratified Case-Crossover Analysis |
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