Modifiers of the Temperature and Mortality Association in Seven US Cities
This paper examines effect modification of heat- and cold-related mortality in seven US cities in 1986–1993. City-specific Poisson regression analyses of daily noninjury mortality were fit with predictors of mean daily apparent temperature (a construct reflecting physiologic effects of temperature a...
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Veröffentlicht in: | American journal of epidemiology 2003-06, Vol.157 (12), p.1074-1082 |
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description | This paper examines effect modification of heat- and cold-related mortality in seven US cities in 1986–1993. City-specific Poisson regression analyses of daily noninjury mortality were fit with predictors of mean daily apparent temperature (a construct reflecting physiologic effects of temperature and humidity), time, barometric pressure, day of the week, and particulate matter less than 10 µm in aerodynamic diameter. Percentage change in mortality was calculated at 29°C apparent temperature (lag 0) and at –5°C (mean of lags 1, 2, and 3) relative to 15°C. Separate models were fit to death counts stratified by age, race, gender, education, and place of death. Effect estimates were combined across cities, treating city as a random effect. Deaths among Blacks compared with Whites, deaths among the less educated, and deaths outside a hospital were more strongly associated with hot and cold temperatures, but gender made no difference. Stronger cold associations were found for those less than age 65 years, but heat effects did not vary by age. The strongest effect modifier was place of death for heat, with out-of-hospital effects more than five times greater than in-hospital deaths, supporting the biologic plausibility of the associations. Place of death, race, and educational attainment indicate vulnerability to temperature-related mortality, reflecting inequities in health impacts related to climate change. |
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City-specific Poisson regression analyses of daily noninjury mortality were fit with predictors of mean daily apparent temperature (a construct reflecting physiologic effects of temperature and humidity), time, barometric pressure, day of the week, and particulate matter less than 10 µm in aerodynamic diameter. Percentage change in mortality was calculated at 29°C apparent temperature (lag 0) and at –5°C (mean of lags 1, 2, and 3) relative to 15°C. Separate models were fit to death counts stratified by age, race, gender, education, and place of death. Effect estimates were combined across cities, treating city as a random effect. Deaths among Blacks compared with Whites, deaths among the less educated, and deaths outside a hospital were more strongly associated with hot and cold temperatures, but gender made no difference. Stronger cold associations were found for those less than age 65 years, but heat effects did not vary by age. The strongest effect modifier was place of death for heat, with out-of-hospital effects more than five times greater than in-hospital deaths, supporting the biologic plausibility of the associations. Place of death, race, and educational attainment indicate vulnerability to temperature-related mortality, reflecting inequities in health impacts related to climate change.</description><identifier>ISSN: 0002-9262</identifier><identifier>EISSN: 1476-6256</identifier><identifier>EISSN: 0002-9262</identifier><identifier>DOI: 10.1093/aje/kwg096</identifier><identifier>PMID: 12796043</identifier><identifier>CODEN: AJEPAS</identifier><language>eng</language><publisher>Cary, NC: Oxford University Press</publisher><subject>Abbreviation: PM10 ; Air ; Atmospheric Pressure ; Biological and medical sciences ; Chicago - epidemiology ; climate ; Cold Temperature - adverse effects ; Colorado - epidemiology ; Confidence Intervals ; Connecticut - epidemiology ; education ; Environmental pollutants toxicology ; ethnic groups ; heat ; Hot Temperature - adverse effects ; Humans ; Medical sciences ; Michigan - epidemiology ; Minnesota - epidemiology ; Models, Statistical ; Mortality ; Odds Ratio ; particulate matter less than 10 µm in aerodynamic diameter ; Pennsylvania - epidemiology ; Poisson Distribution ; poverty ; Risk Factors ; socioeconomic factors ; Toxicology ; United States - epidemiology ; Washington - epidemiology ; weather</subject><ispartof>American journal of epidemiology, 2003-06, Vol.157 (12), p.1074-1082</ispartof><rights>2003 INIST-CNRS</rights><rights>Copyright National Library of Medicine - MEDLINE Abstracts Jun 15 2003</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c480t-8e66e2ae8a383601089dcbd939b8385470bdec7fbf7425ad811371d20ec0b9363</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=14863122$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/12796043$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>O’Neill, Marie S.</creatorcontrib><creatorcontrib>Zanobetti, Antonella</creatorcontrib><creatorcontrib>Schwartz, Joel</creatorcontrib><title>Modifiers of the Temperature and Mortality Association in Seven US Cities</title><title>American journal of epidemiology</title><addtitle>Am. J. Epidemiol</addtitle><description>This paper examines effect modification of heat- and cold-related mortality in seven US cities in 1986–1993. City-specific Poisson regression analyses of daily noninjury mortality were fit with predictors of mean daily apparent temperature (a construct reflecting physiologic effects of temperature and humidity), time, barometric pressure, day of the week, and particulate matter less than 10 µm in aerodynamic diameter. Percentage change in mortality was calculated at 29°C apparent temperature (lag 0) and at –5°C (mean of lags 1, 2, and 3) relative to 15°C. Separate models were fit to death counts stratified by age, race, gender, education, and place of death. Effect estimates were combined across cities, treating city as a random effect. Deaths among Blacks compared with Whites, deaths among the less educated, and deaths outside a hospital were more strongly associated with hot and cold temperatures, but gender made no difference. Stronger cold associations were found for those less than age 65 years, but heat effects did not vary by age. The strongest effect modifier was place of death for heat, with out-of-hospital effects more than five times greater than in-hospital deaths, supporting the biologic plausibility of the associations. Place of death, race, and educational attainment indicate vulnerability to temperature-related mortality, reflecting inequities in health impacts related to climate change.</description><subject>Abbreviation: PM10</subject><subject>Air</subject><subject>Atmospheric Pressure</subject><subject>Biological and medical sciences</subject><subject>Chicago - epidemiology</subject><subject>climate</subject><subject>Cold Temperature - adverse effects</subject><subject>Colorado - epidemiology</subject><subject>Confidence Intervals</subject><subject>Connecticut - epidemiology</subject><subject>education</subject><subject>Environmental pollutants toxicology</subject><subject>ethnic groups</subject><subject>heat</subject><subject>Hot Temperature - adverse effects</subject><subject>Humans</subject><subject>Medical sciences</subject><subject>Michigan - epidemiology</subject><subject>Minnesota - epidemiology</subject><subject>Models, Statistical</subject><subject>Mortality</subject><subject>Odds Ratio</subject><subject>particulate matter less than 10 µm in aerodynamic diameter</subject><subject>Pennsylvania - epidemiology</subject><subject>Poisson Distribution</subject><subject>poverty</subject><subject>Risk Factors</subject><subject>socioeconomic factors</subject><subject>Toxicology</subject><subject>United States - epidemiology</subject><subject>Washington - epidemiology</subject><subject>weather</subject><issn>0002-9262</issn><issn>1476-6256</issn><issn>0002-9262</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2003</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpF0F1LwzAUxvEgipvTGz-ABMEboXqStGlyKcNXFIVtMLwJaXuqmVs7k8yXb29lQ69ykR_PgT8hhwzOGGhxbmd4_vb5AlpukT5Lc5lInslt0gcAnmgueY_shTADYExnsEt6jOdaQir65PahrVzt0Afa1jS-Ih3jYonexpVHapuKPrQ-2rmL3_QihLZ0Nrq2oa6hI_zAhk5GdOiiw7BPdmo7D3iweQdkcnU5Ht4k94_Xt8OL-6RMFcREoZTILSorlJDAQOmqLCotdKGEytIcigrLvC7qPOWZrRRjImcVByyh0EKKATle7y59-77CEM2sXfmmO2m4yDQTuhsekNM1Kn0bgsfaLL1bWP9tGJjfaKaLZtbROny0WVwVC6z-6aZSB042wIbSzmtvm9KFf5cqKRjnnUvWzoWIX3__1r8ZmYs8MzfTZ3Mnx-lwmmnzJH4AnjODWQ</recordid><startdate>20030615</startdate><enddate>20030615</enddate><creator>O’Neill, Marie S.</creator><creator>Zanobetti, Antonella</creator><creator>Schwartz, Joel</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>BSCLL</scope><scope>IQODW</scope><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>7QP</scope><scope>7T2</scope><scope>7TK</scope><scope>7U7</scope><scope>7U9</scope><scope>C1K</scope><scope>H94</scope><scope>K9.</scope><scope>NAPCQ</scope></search><sort><creationdate>20030615</creationdate><title>Modifiers of the Temperature and Mortality Association in Seven US Cities</title><author>O’Neill, Marie S. ; Zanobetti, Antonella ; Schwartz, Joel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c480t-8e66e2ae8a383601089dcbd939b8385470bdec7fbf7425ad811371d20ec0b9363</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2003</creationdate><topic>Abbreviation: PM10</topic><topic>Air</topic><topic>Atmospheric Pressure</topic><topic>Biological and medical sciences</topic><topic>Chicago - epidemiology</topic><topic>climate</topic><topic>Cold Temperature - adverse effects</topic><topic>Colorado - epidemiology</topic><topic>Confidence Intervals</topic><topic>Connecticut - epidemiology</topic><topic>education</topic><topic>Environmental pollutants toxicology</topic><topic>ethnic groups</topic><topic>heat</topic><topic>Hot Temperature - adverse effects</topic><topic>Humans</topic><topic>Medical sciences</topic><topic>Michigan - epidemiology</topic><topic>Minnesota - epidemiology</topic><topic>Models, Statistical</topic><topic>Mortality</topic><topic>Odds Ratio</topic><topic>particulate matter less than 10 µm in aerodynamic diameter</topic><topic>Pennsylvania - epidemiology</topic><topic>Poisson Distribution</topic><topic>poverty</topic><topic>Risk Factors</topic><topic>socioeconomic factors</topic><topic>Toxicology</topic><topic>United States - epidemiology</topic><topic>Washington - epidemiology</topic><topic>weather</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>O’Neill, Marie S.</creatorcontrib><creatorcontrib>Zanobetti, Antonella</creatorcontrib><creatorcontrib>Schwartz, Joel</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><jtitle>American journal of epidemiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>O’Neill, Marie S.</au><au>Zanobetti, Antonella</au><au>Schwartz, Joel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modifiers of the Temperature and Mortality Association in Seven US Cities</atitle><jtitle>American journal of epidemiology</jtitle><addtitle>Am. J. Epidemiol</addtitle><date>2003-06-15</date><risdate>2003</risdate><volume>157</volume><issue>12</issue><spage>1074</spage><epage>1082</epage><pages>1074-1082</pages><issn>0002-9262</issn><eissn>1476-6256</eissn><eissn>0002-9262</eissn><coden>AJEPAS</coden><abstract>This paper examines effect modification of heat- and cold-related mortality in seven US cities in 1986–1993. City-specific Poisson regression analyses of daily noninjury mortality were fit with predictors of mean daily apparent temperature (a construct reflecting physiologic effects of temperature and humidity), time, barometric pressure, day of the week, and particulate matter less than 10 µm in aerodynamic diameter. Percentage change in mortality was calculated at 29°C apparent temperature (lag 0) and at –5°C (mean of lags 1, 2, and 3) relative to 15°C. Separate models were fit to death counts stratified by age, race, gender, education, and place of death. Effect estimates were combined across cities, treating city as a random effect. Deaths among Blacks compared with Whites, deaths among the less educated, and deaths outside a hospital were more strongly associated with hot and cold temperatures, but gender made no difference. Stronger cold associations were found for those less than age 65 years, but heat effects did not vary by age. The strongest effect modifier was place of death for heat, with out-of-hospital effects more than five times greater than in-hospital deaths, supporting the biologic plausibility of the associations. Place of death, race, and educational attainment indicate vulnerability to temperature-related mortality, reflecting inequities in health impacts related to climate change.</abstract><cop>Cary, NC</cop><pub>Oxford University Press</pub><pmid>12796043</pmid><doi>10.1093/aje/kwg096</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Abbreviation: PM10 Air Atmospheric Pressure Biological and medical sciences Chicago - epidemiology climate Cold Temperature - adverse effects Colorado - epidemiology Confidence Intervals Connecticut - epidemiology education Environmental pollutants toxicology ethnic groups heat Hot Temperature - adverse effects Humans Medical sciences Michigan - epidemiology Minnesota - epidemiology Models, Statistical Mortality Odds Ratio particulate matter less than 10 µm in aerodynamic diameter Pennsylvania - epidemiology Poisson Distribution poverty Risk Factors socioeconomic factors Toxicology United States - epidemiology Washington - epidemiology weather |
title | Modifiers of the Temperature and Mortality Association in Seven US Cities |
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