Multiscale Analysis of the Relationship between Toxic Chemical Hazard Risks and Racial/Ethnic and Socioeconomic Groups in Texas, USA
Although quantitative environmental (in)justice research demonstrates a disproportionate burden of toxic chemical hazard risks among racial/ethnic minorities and people in low socioeconomic positions, limited knowledge exists on how racial/ethnic and socioeconomic groups across geographic spaces ex...
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Veröffentlicht in: | Environmental science & technology 2023-02, Vol.57 (5), p.2019-2030 |
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creator | Hu, Guangxiao Feng, Kuishuang Sun, Laixiang |
description | Although quantitative environmental (in)justice research demonstrates a disproportionate burden of toxic chemical hazard risks among racial/ethnic minorities and people in low socioeconomic positions, limited knowledge exists on how racial/ethnic and socioeconomic groups across geographic spaces experience toxic chemical hazards. This study analyzed the spatial non-stationarity in the associations between toxic chemical hazard risk and community characteristics of census block groups in Texas, USA, for 2017 using a multiscale geographically weighted regression. The results showed that the percentage of Black or Asian population has significant positive associations with toxic risk across block groups in Texas, meaning that racial minorities suffered more from toxic risk wherever they are located in the state. By contrast, the percentage of Hispanic or Latino has a positive relationship with toxic risk, and the relationship varies locally and is only significant in eastern areas of Texas. Statistical associations between toxic risk and socioeconomic variables are not stationary across the state, showing sub-state patterns of spatial variation in terms of the sign, significant level, and magnitude of the coefficient. Income has a significant negative association with toxic risk around the Dallas–Fort Worth–Arlington Metropolitan Statistical Area. Proportions of people without high school diploma and the unemployment rate both have positive relationships with toxic risk in the eastern area of Texas. Our findings highlight the importance of identifying the spatial patterns of the association between toxic chemical hazard risks and community characteristics at the census block group level for addressing environmental inequality. |
doi_str_mv | 10.1021/acs.est.2c04302 |
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This study analyzed the spatial non-stationarity in the associations between toxic chemical hazard risk and community characteristics of census block groups in Texas, USA, for 2017 using a multiscale geographically weighted regression. The results showed that the percentage of Black or Asian population has significant positive associations with toxic risk across block groups in Texas, meaning that racial minorities suffered more from toxic risk wherever they are located in the state. By contrast, the percentage of Hispanic or Latino has a positive relationship with toxic risk, and the relationship varies locally and is only significant in eastern areas of Texas. Statistical associations between toxic risk and socioeconomic variables are not stationary across the state, showing sub-state patterns of spatial variation in terms of the sign, significant level, and magnitude of the coefficient. Income has a significant negative association with toxic risk around the Dallas–Fort Worth–Arlington Metropolitan Statistical Area. Proportions of people without high school diploma and the unemployment rate both have positive relationships with toxic risk in the eastern area of Texas. Our findings highlight the importance of identifying the spatial patterns of the association between toxic chemical hazard risks and community characteristics at the census block group level for addressing environmental inequality.</description><identifier>ISSN: 0013-936X</identifier><identifier>EISSN: 1520-5851</identifier><identifier>DOI: 10.1021/acs.est.2c04302</identifier><identifier>PMID: 36693189</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Census ; Ecotoxicology and Public Health ; Environmental Exposure ; Ethnic factors ; Hazardous Substances ; Hazards ; Hispanic or Latino ; Humans ; Minority & ethnic groups ; Minority Groups ; Multiscale analysis ; Risk ; Social Class ; Social factors ; Socioeconomic Factors ; Socioeconomics ; Spatial variations ; Statistical analysis ; Statistics ; Texas - epidemiology ; Toxic hazards</subject><ispartof>Environmental science & technology, 2023-02, Vol.57 (5), p.2019-2030</ispartof><rights>2023 American Chemical Society</rights><rights>Copyright American Chemical Society Feb 7, 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a291t-6e2303c4843007098f526bf360f4c241d5c221bda66d6482932f8e004f756d953</citedby><cites>FETCH-LOGICAL-a291t-6e2303c4843007098f526bf360f4c241d5c221bda66d6482932f8e004f756d953</cites><orcidid>0000-0002-7784-7942 ; 0000-0001-7308-5947 ; 0000-0001-5139-444X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.est.2c04302$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.est.2c04302$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,780,784,2765,27076,27924,27925,56738,56788</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36693189$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hu, Guangxiao</creatorcontrib><creatorcontrib>Feng, Kuishuang</creatorcontrib><creatorcontrib>Sun, Laixiang</creatorcontrib><title>Multiscale Analysis of the Relationship between Toxic Chemical Hazard Risks and Racial/Ethnic and Socioeconomic Groups in Texas, USA</title><title>Environmental science & technology</title><addtitle>Environ. Sci. Technol</addtitle><description>Although quantitative environmental (in)justice research demonstrates a disproportionate burden of toxic chemical hazard risks among racial/ethnic minorities and people in low socioeconomic positions, limited knowledge exists on how racial/ethnic and socioeconomic groups across geographic spaces experience toxic chemical hazards. This study analyzed the spatial non-stationarity in the associations between toxic chemical hazard risk and community characteristics of census block groups in Texas, USA, for 2017 using a multiscale geographically weighted regression. The results showed that the percentage of Black or Asian population has significant positive associations with toxic risk across block groups in Texas, meaning that racial minorities suffered more from toxic risk wherever they are located in the state. By contrast, the percentage of Hispanic or Latino has a positive relationship with toxic risk, and the relationship varies locally and is only significant in eastern areas of Texas. Statistical associations between toxic risk and socioeconomic variables are not stationary across the state, showing sub-state patterns of spatial variation in terms of the sign, significant level, and magnitude of the coefficient. Income has a significant negative association with toxic risk around the Dallas–Fort Worth–Arlington Metropolitan Statistical Area. Proportions of people without high school diploma and the unemployment rate both have positive relationships with toxic risk in the eastern area of Texas. Our findings highlight the importance of identifying the spatial patterns of the association between toxic chemical hazard risks and community characteristics at the census block group level for addressing environmental inequality.</description><subject>Census</subject><subject>Ecotoxicology and Public Health</subject><subject>Environmental Exposure</subject><subject>Ethnic factors</subject><subject>Hazardous Substances</subject><subject>Hazards</subject><subject>Hispanic or Latino</subject><subject>Humans</subject><subject>Minority & ethnic groups</subject><subject>Minority Groups</subject><subject>Multiscale analysis</subject><subject>Risk</subject><subject>Social Class</subject><subject>Social factors</subject><subject>Socioeconomic Factors</subject><subject>Socioeconomics</subject><subject>Spatial variations</subject><subject>Statistical analysis</subject><subject>Statistics</subject><subject>Texas - epidemiology</subject><subject>Toxic hazards</subject><issn>0013-936X</issn><issn>1520-5851</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kM9LwzAYhoMobk7P3iTgUbt9Sdq0PY4xN0ER9gO8lTRNWWbXzKbFzbN_uCmbu3lKCM_75vsehG4J9AlQMhDS9pWt-1SCz4CeoS4JKHhBFJBz1AUgzIsZf--gK2vXAEAZRJeowziPGYniLvp5bYpaWykKhYelKPZWW2xyXK8UnqlC1NqUdqW3OFX1l1IlXpidlni0UhvtQngqvkWV4Zm2HxaL0t2E1KIYjOtV6bj2ZW6kNkqa0rgInlSm2VqsXZPaCfuIl_PhNbrIRWHVzfHsoeXTeDGaei9vk-fR8MUTNCa1x5Ubn0k_cqtCCHGUB5SnOeOQ-5L6JAskpSTNBOcZ9yMaM5pHCsDPw4BnccB66P7Qu63MZ-O8JWvTVG5rm9Aw9IMoDEPuqMGBkpWxtlJ5sq30RlT7hEDSWk-c9aRNH627xN2xt0k3Kjvxf5od8HAA2uTpz__qfgGnWoyw</recordid><startdate>20230207</startdate><enddate>20230207</enddate><creator>Hu, Guangxiao</creator><creator>Feng, Kuishuang</creator><creator>Sun, Laixiang</creator><general>American Chemical Society</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>7QO</scope><scope>7ST</scope><scope>7T7</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-7784-7942</orcidid><orcidid>https://orcid.org/0000-0001-7308-5947</orcidid><orcidid>https://orcid.org/0000-0001-5139-444X</orcidid></search><sort><creationdate>20230207</creationdate><title>Multiscale Analysis of the Relationship between Toxic Chemical Hazard Risks and Racial/Ethnic and Socioeconomic Groups in Texas, USA</title><author>Hu, Guangxiao ; Feng, Kuishuang ; Sun, Laixiang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a291t-6e2303c4843007098f526bf360f4c241d5c221bda66d6482932f8e004f756d953</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Census</topic><topic>Ecotoxicology and Public Health</topic><topic>Environmental Exposure</topic><topic>Ethnic factors</topic><topic>Hazardous Substances</topic><topic>Hazards</topic><topic>Hispanic or Latino</topic><topic>Humans</topic><topic>Minority & ethnic groups</topic><topic>Minority Groups</topic><topic>Multiscale analysis</topic><topic>Risk</topic><topic>Social Class</topic><topic>Social factors</topic><topic>Socioeconomic Factors</topic><topic>Socioeconomics</topic><topic>Spatial variations</topic><topic>Statistical analysis</topic><topic>Statistics</topic><topic>Texas - epidemiology</topic><topic>Toxic hazards</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hu, Guangxiao</creatorcontrib><creatorcontrib>Feng, Kuishuang</creatorcontrib><creatorcontrib>Sun, Laixiang</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environment Abstracts</collection><jtitle>Environmental science & technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hu, Guangxiao</au><au>Feng, Kuishuang</au><au>Sun, Laixiang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multiscale Analysis of the Relationship between Toxic Chemical Hazard Risks and Racial/Ethnic and Socioeconomic Groups in Texas, USA</atitle><jtitle>Environmental science & technology</jtitle><addtitle>Environ. Sci. Technol</addtitle><date>2023-02-07</date><risdate>2023</risdate><volume>57</volume><issue>5</issue><spage>2019</spage><epage>2030</epage><pages>2019-2030</pages><issn>0013-936X</issn><eissn>1520-5851</eissn><abstract>Although quantitative environmental (in)justice research demonstrates a disproportionate burden of toxic chemical hazard risks among racial/ethnic minorities and people in low socioeconomic positions, limited knowledge exists on how racial/ethnic and socioeconomic groups across geographic spaces experience toxic chemical hazards. This study analyzed the spatial non-stationarity in the associations between toxic chemical hazard risk and community characteristics of census block groups in Texas, USA, for 2017 using a multiscale geographically weighted regression. The results showed that the percentage of Black or Asian population has significant positive associations with toxic risk across block groups in Texas, meaning that racial minorities suffered more from toxic risk wherever they are located in the state. By contrast, the percentage of Hispanic or Latino has a positive relationship with toxic risk, and the relationship varies locally and is only significant in eastern areas of Texas. Statistical associations between toxic risk and socioeconomic variables are not stationary across the state, showing sub-state patterns of spatial variation in terms of the sign, significant level, and magnitude of the coefficient. Income has a significant negative association with toxic risk around the Dallas–Fort Worth–Arlington Metropolitan Statistical Area. Proportions of people without high school diploma and the unemployment rate both have positive relationships with toxic risk in the eastern area of Texas. Our findings highlight the importance of identifying the spatial patterns of the association between toxic chemical hazard risks and community characteristics at the census block group level for addressing environmental inequality.</abstract><cop>United States</cop><pub>American Chemical Society</pub><pmid>36693189</pmid><doi>10.1021/acs.est.2c04302</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-7784-7942</orcidid><orcidid>https://orcid.org/0000-0001-7308-5947</orcidid><orcidid>https://orcid.org/0000-0001-5139-444X</orcidid></addata></record> |
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subjects | Census Ecotoxicology and Public Health Environmental Exposure Ethnic factors Hazardous Substances Hazards Hispanic or Latino Humans Minority & ethnic groups Minority Groups Multiscale analysis Risk Social Class Social factors Socioeconomic Factors Socioeconomics Spatial variations Statistical analysis Statistics Texas - epidemiology Toxic hazards |
title | Multiscale Analysis of the Relationship between Toxic Chemical Hazard Risks and Racial/Ethnic and Socioeconomic Groups in Texas, USA |
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