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Erschienen in: Journal of Urban Health 2/2019

26.11.2018

Demographic Inequities in Health Outcomes and Air Pollution Exposure in the Atlanta Area and its Relationship to Urban Infrastructure

verfasst von: Joseph L. Servadio, Abiola S. Lawal, Tate Davis, Josephine Bates, Armistead G. Russell, Anu Ramaswami, Matteo Convertino, Nisha Botchwey

Erschienen in: Journal of Urban Health | Ausgabe 2/2019

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Abstract

Environmental burdens such as air pollution are inequitably distributed with groups of lower socioeconomic statuses, which tend to comprise of large proportions of racial minorities, typically bearing greater exposure. Such groups have also been shown to present more severe health outcomes which can be related to adverse pollution exposure. Air pollution exposure, especially in urban areas, is usually impacted by the built environment, such as major roadways, which can be a significant source of air pollution. This study aims to examine inequities in prevalence of cardiovascular and respiratory diseases in the Atlanta metropolitan region as they relate to exposure to air pollution and characteristics of the built environment. Census tract level data were obtained from multiple sources to model health outcomes (asthma, chronic obstructive pulmonary disease, coronary heart disease, and stroke), pollution exposure (particulate matter and nitrogen oxides), demographics (ethnicity and proportion of elderly residents), and infrastructure characteristics (tree canopy cover, access to green space, and road intersection density). Conditional autoregressive models were fit to the data to account for spatial autocorrelation among census tracts. The statistical model showed areas with majority African-American populations had significantly higher exposure to both air pollutants and higher prevalence of each disease. When considering univariate associations between pollution and health outcomes, the only significant association existed between nitrogen oxides and COPD being negatively correlated. Greater percent tree canopy cover and green space access were associated with higher prevalence of COPD, CHD, and stroke. Overall, in considering health outcomes in connection with pollution exposure infrastructure and ethnic demographics, demographics remained the most significant explanatory variable.
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Literatur
3.
Zurück zum Zitat Havard S, Deguen S, Zmirou-Navier D, Schillinger C, Bard D. Traffic-related air pollution and socioeconomic status: a spatial autocorrelation study to assess environmental equity on a small-area scale. Epidemiology. 2009;20(6):S33.CrossRef Havard S, Deguen S, Zmirou-Navier D, Schillinger C, Bard D. Traffic-related air pollution and socioeconomic status: a spatial autocorrelation study to assess environmental equity on a small-area scale. Epidemiology. 2009;20(6):S33.CrossRef
7.
Zurück zum Zitat Landrigan PJ, Fuller R, Acosta NJR, Adeyi O, Arnold R, Basu N(N), et al. The Lancet Commission on pollution and health. Lancet. 2018;391(10119):462–512.CrossRef Landrigan PJ, Fuller R, Acosta NJR, Adeyi O, Arnold R, Basu N(N), et al. The Lancet Commission on pollution and health. Lancet. 2018;391(10119):462–512.CrossRef
10.
Zurück zum Zitat Kannan S, Misra DP, Dvonch JT, Krishnakumar A. Exposures to airborne particulate matter and adverse perinatal outcomes: a biologically plausible mechanistic framework for exploring potential. Cien Saude Colet. 2007;12(6):1591–602.CrossRef Kannan S, Misra DP, Dvonch JT, Krishnakumar A. Exposures to airborne particulate matter and adverse perinatal outcomes: a biologically plausible mechanistic framework for exploring potential. Cien Saude Colet. 2007;12(6):1591–602.CrossRef
12.
Zurück zum Zitat Peters A, Dockery DW, Muller JE, Mittleman MA. Increased particulate air pollution and the triggering of myocardial infarction. Circulation. 2001;103(23):2810–5.CrossRef Peters A, Dockery DW, Muller JE, Mittleman MA. Increased particulate air pollution and the triggering of myocardial infarction. Circulation. 2001;103(23):2810–5.CrossRef
13.
Zurück zum Zitat Sarnat JA, Schwartz J, Suh HH. Fine particulate air pollution and mortality in 20 US cities. New Engl J Med. 2001;344(16):1253–4.CrossRef Sarnat JA, Schwartz J, Suh HH. Fine particulate air pollution and mortality in 20 US cities. New Engl J Med. 2001;344(16):1253–4.CrossRef
14.
Zurück zum Zitat Hei Collaborative Working Group on Air Pollution P, Health in Ho Chi Minh C, Le TG, et al. Effects of short-term exposure to air pollution on hospital admissions of young children for acute lower respiratory infections in Ho Chi Minh City, Vietnam. Res Rep Health Eff Inst. 2012;169:5–72. discussion 73-83 Hei Collaborative Working Group on Air Pollution P, Health in Ho Chi Minh C, Le TG, et al. Effects of short-term exposure to air pollution on hospital admissions of young children for acute lower respiratory infections in Ho Chi Minh City, Vietnam. Res Rep Health Eff Inst. 2012;169:5–72. discussion 73-83
15.
Zurück zum Zitat United Nations, Department of Economic and Social Affairs. World Urbanization Prospects: The 2014 revision, highlights. New York, NY: United Nations; 2014 United Nations, Department of Economic and Social Affairs. World Urbanization Prospects: The 2014 revision, highlights. New York, NY: United Nations; 2014
16.
Zurück zum Zitat Huang R, Zhai XX, Ivey CE, Friberg MD, Hu X, Liu Y, et al. Air pollutant exposure field modeling using air quality model-data fusion methods and comparison with satellite AOD-derived fields: application over North Carolina, USA. Air Qual Atmos Health. 2018;11(1):11–22.CrossRef Huang R, Zhai XX, Ivey CE, Friberg MD, Hu X, Liu Y, et al. Air pollutant exposure field modeling using air quality model-data fusion methods and comparison with satellite AOD-derived fields: application over North Carolina, USA. Air Qual Atmos Health. 2018;11(1):11–22.CrossRef
17.
Zurück zum Zitat Pratt GC, Vadali ML, Kvale DL, Ellickson KM. Traffic, air pollution, minority and socio-economic status: addressing inequities in exposure and risk. Int J Env Res Pub Health. 2015;12(5):5355–72.CrossRef Pratt GC, Vadali ML, Kvale DL, Ellickson KM. Traffic, air pollution, minority and socio-economic status: addressing inequities in exposure and risk. Int J Env Res Pub Health. 2015;12(5):5355–72.CrossRef
22.
Zurück zum Zitat Corburn J. Urban Place and health equity: critical issues and practices. Int J Env Res Pub Health 2017;14(2) Corburn J. Urban Place and health equity: critical issues and practices. Int J Env Res Pub Health 2017;14(2)
23.
Zurück zum Zitat Patel CJ, Manrai AK. Development of exposome correlation globes to map out environment-wide associations. Pac Symp Biocomput 2015:231–42 Patel CJ, Manrai AK. Development of exposome correlation globes to map out environment-wide associations. Pac Symp Biocomput 2015:231–42
26.
Zurück zum Zitat Beckett KP, Freer-Smith PH, Taylor G. Particulate pollution capture by urban trees: effect of species and windspeed. Glob Chang Biol. 2000;6(8):995–1003.CrossRef Beckett KP, Freer-Smith PH, Taylor G. Particulate pollution capture by urban trees: effect of species and windspeed. Glob Chang Biol. 2000;6(8):995–1003.CrossRef
27.
Zurück zum Zitat Abhijith KV, Kumar P, Gallagher J, McNabola A, Baldauf R, Pilla F, et al. Air pollution abatement performances of green infrastructure in open road and built-up street canyon environments—a review. Atmos Environ. 2017;162:71–86.CrossRef Abhijith KV, Kumar P, Gallagher J, McNabola A, Baldauf R, Pilla F, et al. Air pollution abatement performances of green infrastructure in open road and built-up street canyon environments—a review. Atmos Environ. 2017;162:71–86.CrossRef
28.
Zurück zum Zitat Seinfeld JH, Pandis SN. Atmospheric chemistry and physics : from air pollution to climate change. 2nd ed. Hoboken, NJ: John Wiley & Sons, Inc.; 2006. Seinfeld JH, Pandis SN. Atmospheric chemistry and physics : from air pollution to climate change. 2nd ed. Hoboken, NJ: John Wiley & Sons, Inc.; 2006.
29.
Zurück zum Zitat Carlton AG, Wiedinmyer C, Kroll JH. A review of secondary organic aerosol (SOA) formation from isoprene. Atmos Chem Phys. 2009;9(14):4987–5005.CrossRef Carlton AG, Wiedinmyer C, Kroll JH. A review of secondary organic aerosol (SOA) formation from isoprene. Atmos Chem Phys. 2009;9(14):4987–5005.CrossRef
31.
Zurück zum Zitat Barnett AG, Williams GM, Schwartz J, Neller AH, Best TL, Petroeschevsky AL, et al. Air pollution and child respiratory health—a case-crossover study in Australia and new Zealand. Am J Resp Crit Care. 2005;171(11):1272–8.CrossRef Barnett AG, Williams GM, Schwartz J, Neller AH, Best TL, Petroeschevsky AL, et al. Air pollution and child respiratory health—a case-crossover study in Australia and new Zealand. Am J Resp Crit Care. 2005;171(11):1272–8.CrossRef
32.
Zurück zum Zitat Finkelstein MM, Jerrett M, DeLuca P, et al. Relation between income, air pollution and mortality: a cohort study. Can Med Assoc J. 2003;169(5):397–402. Finkelstein MM, Jerrett M, DeLuca P, et al. Relation between income, air pollution and mortality: a cohort study. Can Med Assoc J. 2003;169(5):397–402.
33.
Zurück zum Zitat Schwartz J. Air pollution and children’s health. Pediatrics. 2004;113(4):1037–43.PubMed Schwartz J. Air pollution and children’s health. Pediatrics. 2004;113(4):1037–43.PubMed
34.
Zurück zum Zitat Llop E, Pinho P, Ribeiro MC, Pereira MJ, Branquinho C. Traffic represents the main source of pollution in small Mediterranean urban areas as seen by lichen functional groups. Environ Sci Pollut Res. 2017;24(13):12016–25.CrossRef Llop E, Pinho P, Ribeiro MC, Pereira MJ, Branquinho C. Traffic represents the main source of pollution in small Mediterranean urban areas as seen by lichen functional groups. Environ Sci Pollut Res. 2017;24(13):12016–25.CrossRef
35.
Zurück zum Zitat Karagulian F, Belis CA, Dora CFC, Prüss-Ustün AM, Bonjour S, Adair-Rohani H, et al. Contributions to cities' ambient particulate matter (PM): a systematic review of local source contributions at global level. Atmos Environ. 2015;120:475–83.CrossRef Karagulian F, Belis CA, Dora CFC, Prüss-Ustün AM, Bonjour S, Adair-Rohani H, et al. Contributions to cities' ambient particulate matter (PM): a systematic review of local source contributions at global level. Atmos Environ. 2015;120:475–83.CrossRef
37.
Zurück zum Zitat Zweig RM. Sources of urban air-pollution (Cont). New Engl J Med. 1974;290(22):1265.PubMed Zweig RM. Sources of urban air-pollution (Cont). New Engl J Med. 1974;290(22):1265.PubMed
39.
Zurück zum Zitat Hu Y, Balachandran S, Pachon JE, Baek J, Ivey C, Holmes H, et al. Fine particulate matter source apportionment using a hybrid chemical transport and receptor model approach. Atmos Chem Phys. 2014;14(11):5415–31.CrossRef Hu Y, Balachandran S, Pachon JE, Baek J, Ivey C, Holmes H, et al. Fine particulate matter source apportionment using a hybrid chemical transport and receptor model approach. Atmos Chem Phys. 2014;14(11):5415–31.CrossRef
40.
Zurück zum Zitat Zhai XX, Mulholland JA, Russell AG, Holmes HA. Spatial and temporal source apportionment of PM2.5 in Georgia, 2002 to 2013. Atmos Environ. 2017;161:112–21.CrossRef Zhai XX, Mulholland JA, Russell AG, Holmes HA. Spatial and temporal source apportionment of PM2.5 in Georgia, 2002 to 2013. Atmos Environ. 2017;161:112–21.CrossRef
41.
Zurück zum Zitat Zhai XX, Russell AG, Sampath P, Mulholland JA, Kim BU, Kim Y, et al. Calibrating R-LINE model results with observational data to develop annual mobile source air pollutant fields at fine spatial resolution: application in Atlanta. Atmos Environ. 2016;147:446–57.CrossRef Zhai XX, Russell AG, Sampath P, Mulholland JA, Kim BU, Kim Y, et al. Calibrating R-LINE model results with observational data to develop annual mobile source air pollutant fields at fine spatial resolution: application in Atlanta. Atmos Environ. 2016;147:446–57.CrossRef
44.
Zurück zum Zitat Gunier RB, Hertz A, Von Behren J, Reynolds P. Traffic density in California: socioeconomic and ethnic differences among potentially exposed children. J Expo Anal Environ Epidemiol. 2003;13(3):240–6.CrossRef Gunier RB, Hertz A, Von Behren J, Reynolds P. Traffic density in California: socioeconomic and ethnic differences among potentially exposed children. J Expo Anal Environ Epidemiol. 2003;13(3):240–6.CrossRef
45.
Zurück zum Zitat HEI Panel on the Health Effects of Traffic-Related Air Pollution. Traffic-related air pollution: A critical review of the literature on emissions, exposure, and health effects. HEI Special Report 17. Boston, MA: Health Effects Institute; 2010. HEI Panel on the Health Effects of Traffic-Related Air Pollution. Traffic-related air pollution: A critical review of the literature on emissions, exposure, and health effects. HEI Special Report 17. Boston, MA: Health Effects Institute; 2010.
46.
Zurück zum Zitat Sillman S, He DY, Cardelino C, Imhoff RE. The use of photochemical indicators to evaluate ozone-NOx-hydrocarbon sensitivity: case studies from Atlanta, New York, and Los Angeles. J Air Waste Manage Assoc. 1997;47(10):1030–40.CrossRef Sillman S, He DY, Cardelino C, Imhoff RE. The use of photochemical indicators to evaluate ozone-NOx-hydrocarbon sensitivity: case studies from Atlanta, New York, and Los Angeles. J Air Waste Manage Assoc. 1997;47(10):1030–40.CrossRef
50.
Zurück zum Zitat Bates JT, Pennington AF, Zhai X, et al. Application and evaluation of two model fusion approaches to obtain ambient air pollutant concentrations at a fine spatial resolution (250m) in Atlanta. Environ Model Softw. 2018;109:182–90. Bates JT, Pennington AF, Zhai X, et al. Application and evaluation of two model fusion approaches to obtain ambient air pollutant concentrations at a fine spatial resolution (250m) in Atlanta. Environ Model Softw. 2018;109:182–90.
51.
Zurück zum Zitat Georgia Inst Technol. Center for Geographic Information Systems. Atlanta, GA: Health EALPA; 2016. Georgia Inst Technol. Center for Geographic Information Systems. Atlanta, GA: Health EALPA; 2016.
52.
Zurück zum Zitat United States EPA. Cost of ambient air monitoring for criteria pollutants and selected air toxic pollutants. Cincinnati, OH; 1985. United States EPA. Cost of ambient air monitoring for criteria pollutants and selected air toxic pollutants. Cincinnati, OH; 1985.
53.
Zurück zum Zitat United States EPA. Guidance for estimating ambient air monitoring costs for criteria pollutant and selected air toxic pollutants. Research Triangle Park, NC; 1993. United States EPA. Guidance for estimating ambient air monitoring costs for criteria pollutant and selected air toxic pollutants. Research Triangle Park, NC; 1993.
57.
Zurück zum Zitat Snyder MG, Venkatram A, Heist DK, Perry SG, Petersen WB, Isakov V. RLINE: a line source dispersion model for near-surface releases. Atmos Environ. 2013;77:748–56.CrossRef Snyder MG, Venkatram A, Heist DK, Perry SG, Petersen WB, Isakov V. RLINE: a line source dispersion model for near-surface releases. Atmos Environ. 2013;77:748–56.CrossRef
58.
Zurück zum Zitat Dennis RL, Byun DW, Novak JH, Galluppi KJ, Coats CJ, Vouk MA. The next generation of integrated air quality modeling: EPA’s Models-3. Atmos Environ. 1996;30(12):1925–38.CrossRef Dennis RL, Byun DW, Novak JH, Galluppi KJ, Coats CJ, Vouk MA. The next generation of integrated air quality modeling: EPA’s Models-3. Atmos Environ. 1996;30(12):1925–38.CrossRef
59.
Zurück zum Zitat Byun D, Schere KL. Review of the governing equations, computational algorithms, and other components of the models-3 Community Multiscale Air Quality (CMAQ) modeling system. Appl Mech Rev. 2006;59(1–6):51–77.CrossRef Byun D, Schere KL. Review of the governing equations, computational algorithms, and other components of the models-3 Community Multiscale Air Quality (CMAQ) modeling system. Appl Mech Rev. 2006;59(1–6):51–77.CrossRef
60.
Zurück zum Zitat Binkowski FS, Roselle SJ. Models-3 community multiscale air quality (CMAQ) model aerosol component - 1. Model description. J Geophys Res-Atmos 2003;108(D6) Binkowski FS, Roselle SJ. Models-3 community multiscale air quality (CMAQ) model aerosol component - 1. Model description. J Geophys Res-Atmos 2003;108(D6)
66.
Zurück zum Zitat (2014) RCT. R: A language and environment for statistical computing. R Foundation for statistical computing, Vienna, Austria. 2014 (2014) RCT. R: A language and environment for statistical computing. R Foundation for statistical computing, Vienna, Austria. 2014
67.
Zurück zum Zitat Cliff AD, Ord JK. Spatial processes: models and applications. London, UK: Taylor & Francis; 1981. Cliff AD, Ord JK. Spatial processes: models and applications. London, UK: Taylor & Francis; 1981.
68.
Zurück zum Zitat Banerjee S, Carlin BP, Gelfand AE. Hierarchical modeling and analysis for spatial data, second edition. Boca Raton, FL: CRC Press; 2014. Banerjee S, Carlin BP, Gelfand AE. Hierarchical modeling and analysis for spatial data, second edition. Boca Raton, FL: CRC Press; 2014.
69.
Zurück zum Zitat Bivand RS, Pebesema E, Gomez-Rubio V. Applied spatial data analysis with R. 2 nd edition. New York, NY: Springer; 2013. Bivand RS, Pebesema E, Gomez-Rubio V. Applied spatial data analysis with R. 2 nd edition. New York, NY: Springer; 2013.
70.
Zurück zum Zitat Ivey CE, Holmes HA, Hu YT, Mulholland JA, Russell AG. Development of PM2.5 source impact spatial fields using a hybrid source apportionment air quality model. Geosci Model Dev. 2015;8(7):2153–65.CrossRef Ivey CE, Holmes HA, Hu YT, Mulholland JA, Russell AG. Development of PM2.5 source impact spatial fields using a hybrid source apportionment air quality model. Geosci Model Dev. 2015;8(7):2153–65.CrossRef
71.
Zurück zum Zitat Xue T, Zheng YX, Geng G, Zheng B, Jiang X, Zhang Q, He K. Fusing Observational, Satellite Remote Sensing and Air Quality Model Simulated Data to Estimate Spatiotemporal Variations of PM2.5 Exposure in China. Remote Sens-Basel 2017;9(3):221 Xue T, Zheng YX, Geng G, Zheng B, Jiang X, Zhang Q, He K. Fusing Observational, Satellite Remote Sensing and Air Quality Model Simulated Data to Estimate Spatiotemporal Variations of PM2.5 Exposure in China. Remote Sens-Basel 2017;9(3):221
74.
Zurück zum Zitat Xu L, Guo HY, Boyd CM, et al. Effects of anthropogenic emissions on aerosol formation from isoprene and monoterpenes in the southeastern United States (vol 112, pg 37, 2015). P Natl Acad Sci USA. 2015;112(32):E4509–E09.CrossRef Xu L, Guo HY, Boyd CM, et al. Effects of anthropogenic emissions on aerosol formation from isoprene and monoterpenes in the southeastern United States (vol 112, pg 37, 2015). P Natl Acad Sci USA. 2015;112(32):E4509–E09.CrossRef
75.
Zurück zum Zitat Sillman S. The relation between ozone, NOx and hydrocarbons in urban and polluted rural environments. Atmos Environ. 1999;33(12):1821–45.CrossRef Sillman S. The relation between ozone, NOx and hydrocarbons in urban and polluted rural environments. Atmos Environ. 1999;33(12):1821–45.CrossRef
76.
Zurück zum Zitat Wang QG, Han ZW, Wang TJ, Zhang RJ. Impacts of biogenic emissions of VOC and NOx on tropospheric ozone during summertime in eastern China. Sci Total Environ. 2008;395(1):41–9.CrossRef Wang QG, Han ZW, Wang TJ, Zhang RJ. Impacts of biogenic emissions of VOC and NOx on tropospheric ozone during summertime in eastern China. Sci Total Environ. 2008;395(1):41–9.CrossRef
77.
Zurück zum Zitat Barnes CS, Alexis NE, Bernstein JA, Cohn JR, Demain JG, Horner E, et al. Climate change and our environment: the effect on respiratory and allergic disease. J Aller Cl Imm-Pract. 2013;1(2):137–41.CrossRef Barnes CS, Alexis NE, Bernstein JA, Cohn JR, Demain JG, Horner E, et al. Climate change and our environment: the effect on respiratory and allergic disease. J Aller Cl Imm-Pract. 2013;1(2):137–41.CrossRef
79.
Zurück zum Zitat Kelly FJ, Fussell JC. Air pollution and public health: emerging hazards and improved understanding of risk. Environ Geochem Health. 2015;37(4):631–49.CrossRef Kelly FJ, Fussell JC. Air pollution and public health: emerging hazards and improved understanding of risk. Environ Geochem Health. 2015;37(4):631–49.CrossRef
84.
Zurück zum Zitat Lachowycz K, Jones AP. Greenspace and obesity: a systematic review of the evidence. Obes Rev. 2011;12(501):e183–e89.CrossRef Lachowycz K, Jones AP. Greenspace and obesity: a systematic review of the evidence. Obes Rev. 2011;12(501):e183–e89.CrossRef
87.
Zurück zum Zitat Bloemsma LD, Gehring U, Klompmaker JO, et al. Green space visits among adolescents: frequency and predictors in the PIAMA Birth Cohort Study. Environ Health Persp 2018;126(4) Bloemsma LD, Gehring U, Klompmaker JO, et al. Green space visits among adolescents: frequency and predictors in the PIAMA Birth Cohort Study. Environ Health Persp 2018;126(4)
94.
Zurück zum Zitat Bezold CP, Banay RF, Coull BA, Hart JE, James P, Kubzansky LD, et al. The association between natural environments and depressive symptoms in adolescents living in the United States. J Adolescent Health. 2018;62(4):488–95.CrossRef Bezold CP, Banay RF, Coull BA, Hart JE, James P, Kubzansky LD, et al. The association between natural environments and depressive symptoms in adolescents living in the United States. J Adolescent Health. 2018;62(4):488–95.CrossRef
107.
Zurück zum Zitat Levy JI, Buonocore JJ, von Stackelberg K. Evaluation of the public health impacts of traffic congestion: a health risk assessment. Environ Health-Glob 2010;9 Levy JI, Buonocore JJ, von Stackelberg K. Evaluation of the public health impacts of traffic congestion: a health risk assessment. Environ Health-Glob 2010;9
108.
109.
Zurück zum Zitat Servadio JL, Convertino M. Optimal information networks: application for data-driven integrated health in populations. Sci Adv 2018;4(2) Servadio JL, Convertino M. Optimal information networks: application for data-driven integrated health in populations. Sci Adv 2018;4(2)
Metadaten
Titel
Demographic Inequities in Health Outcomes and Air Pollution Exposure in the Atlanta Area and its Relationship to Urban Infrastructure
verfasst von
Joseph L. Servadio
Abiola S. Lawal
Tate Davis
Josephine Bates
Armistead G. Russell
Anu Ramaswami
Matteo Convertino
Nisha Botchwey
Publikationsdatum
26.11.2018
Verlag
Springer US
Erschienen in
Journal of Urban Health / Ausgabe 2/2019
Print ISSN: 1099-3460
Elektronische ISSN: 1468-2869
DOI
https://doi.org/10.1007/s11524-018-0318-7

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