Abstract
This study utilizes readily available criteria air pollution data from federal government sources to determine the spatial pattern of urban air pollutants. Using both geographic information systems spatial processing functions and statistical analysis, these data are then combined with respiratory and nonrespiratory decedents’ demographic characteristics (including age, race/ethnicity, and gender). Respiratory diseases, including asthma, chronic bronchitis and emphysema, are a leading cause of illness and death in the United States. The areas studied include the major Texas cities of Austin, Dallas-Fort Worth, El Paso, Houston and San Antonio. The purpose of this research is to develop a “respiratory riskscape” in two steps. First, a spatial model of air pollutants for major urban areas in Texas is created. Second, the spatial pattern revealed by that model is analyzed for any significant relationships between specific pollutant sources/emissions and decedent’s demographic characteristics, and mortality rates where respiratory disease is a primary or contributing cause of death. Results show variations among urban areas, and a complex interaction between pollution data and mortality rates based on demographic attributes.
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Adgate, J. L., Church, T. R., Ryan, A. D., Ramachandran, G., Fredrickson, A. L., Stock, T. H., Morandi, M. T., and Sexton, K. (2004). Outdoor, indoor, and personal exposure to VOCs in children. Environmental Health Perspectives, 112(14), 1386–1392.
American Thoracic Society. (1995). Standards for the diagnosis and care of patients with chronic obstructive pulmonary disease. American Journal of Respiratory and Critical Care Medicine, 152(5), S77–S121.
Brook, R. D., Franklin, B., Cascio, W., Hong, Y., Howard, G., Lipsett, M., Luepker, R., Mittleman, M., Samet, J., Smith, S. C., Jr, and Tager, I. (2004). Air pollution and cardiovascular disease: a statement for healthcare professionals from the expert panel on population and prevention science of the American heart association. Circulation, 109(21), 2655–2671.
Burnett, R. T., Smith-Doiron, M., Stieb, D., Raizenne, M. E., Brook, J. R., Dales, R. E., Leech, J. A., Cakmak, S., and Krewski, D. (2001). Association between ozone and hospitalization for acute respiratory diseases in children less than 2 years of age. American Journal of Epidemiology, 153(5), 444–452.
Chakraborty, J. (2001). Analyzing exposure of school children to accidental releases of hazardous substances. Journal of Exposure Analysis and Environmental Epidemiology, 11(4), 269–278.
Chestnut, L. G., and Mills, D. M. (2005). A fresh look at the benefits and costs of the US acid rain program. Journal of Environmental Management, 77(3), 252–266.
Creason, J., Neas, L., Walsh, D., Williams, R., Sheldon, L., Liao, D., and Shy, C. (2001). Particulate matter and heart rate variability among elderly retirees: the Baltimore 1998 PM study. Journal of Exposure Analysis and Environmental Epidemiology, 11, 116–122.
Davis, A. M., Kreutzer, R., Lipsett, M., King, G., and Shaikh, N. (2006). Asthma prevalence in Hispanic and Asian American ethnic subgroups: ressults from the California Healthy Kids Survey. Pediatrics, 118(2), 363–370.
Delfino, R. J. (2002). Epidemiologic evidence for asthma and exposure to air toxics: Linkages between occupational, indoor, and community air pollution research. Environmental Health Perspectives, 110(Supplement 4), 573–589.
Delfino, R. J., Gong Jr., H., Linn, W. S., Pellizzari, E. D., and Hu, Y. (2003a). Asthma symptoms in Hispanic children and daily ambient exposures to toxic and criteria air pollutants. Environmental Health Perspectives, 111(4), 647–656.
Delfino, R. J., Gong, H., Linn, W. S., Hu, Y., and Pellizzari, E. D. (2003b). Respiratory symptoms and peak expiratory flow in children with asthma in relation to volatile organic compounds in exhaled breath and ambient air. Journal of Exposure Analysis & Environmental Epidemiology, 13(5), 348–363.
Dominici, F., Peng, R. D., Bell, M. L., Pham, L., McDermott, A., Zeger, S. L., and Samet, J. M. (2006). Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. Journal of the American Medical Association, 295(10), 1127–1134.
Eiswerth, M. E., Shaw, W. D., and Yen, S. T. (2005). Impacts of ozone on the activities of asthmatics: revisiting the data. Journal of Environmental Management, 77(1), 56–63.
Erbas, B., Kelly, A.-M., Physick, B., Code, C., and Edwards, M. (2005). Air pollution and childhood asthma emergency hospital admissions: Estimating intra-city regional variations. International Journal of Environmental Health Research, 15(1), 11–20.
Evans, R. (1992). Asthma among minority children: a growing problem. Chest, 101(6), 368S–371S.
Filleul, L., Tertre, A. L., Baldi, I., and Tessier, J.-F. (2004). Difference in the relation between daily mortality and air pollution among elderly and all-ages populations in southwestern France. Environmental Research, 94(3), 249–253.
Gauderman, W. J., McConnell, R., Gilliland, F., London, S., Thomas, D., Avol, E., Vora, H., Berhane, K., Rappaport, E. B., Lurmann, F., Margolis, H. G., and Peters, J. (2000). Association between air pollution and lung function growth in southern California children. American Journal of Respiratory and Critical Care Medicine, 162, 1383–90.
Gauderman, W. J., Gilliland, G. F., Vora, H., Avol, E., Stram, D., McConnell, R., Thomas, D., Lurmann, F., Margolis, H. G., Rappaport, E. B., Berhane, K., and Peters, J. M. (2002). Association between air pollution and lung function growth in southern California children: results from a second cohort. American Journal of Respiratory and Critical Care Medicine, 166, 76–84.
Gauderman, W. J., Avol, E., Gilliland, F., Vora, H., Thomas, D., Berhane, K., McConnell, R., Kuenzli, N., Lurmann, F., Rappaport, E., Margolis, H., Bates, D., and Peters, J. (2004). The effect of air pollution on lung development from 10 to 18 years of age. The New England Journal of Medicine, 351(11), 1057–1067.
Gauderman, W. J., Avol, E., Lurmann, F., Kuenzli, N., Gilliland, F., Peters, J., and McConnell, R. (2005). Childhood asthma and exposure to traffic and nitrogen dioxide. Epidemiology, 16(6), 737–743.
Gent, J. F., Triche, E. W., Holford, T. R., Belanger, K., Bracken, M. B., Beckett, W. S., and Leaderer, B. P. (2003). Association of low-level ozone and fine particles with respiratory symptoms in children with asthma. Journal of the American Medical Association, 290(14), 1859–1867.
Gielen, M. H., van der Zee, S. C., van Wijnen, J. H., and van Steen, C. J. (1997). Acute effects of summer air pollution on respiratory health of asthmatic children. American Journal of Respiratory and Critical Care Medicine, 155, 2105–2108.
Glinianaia, S. V., Rankin, J., Bell, R., Pless-Mulloli, T., and Howel, D. (2004). Does particulate air pollution contribute to infant death? A systematic review. Environmental Health Perspectives, 112(14), 1365–1370.
Goldberg, M. S., Burnett, R. T., Brook, J., III, J. C. B., Valois, M.-F., and Vincent, R. (2001). Associations between daily cause-specific mortality and concentrations of ground-level ozone in Montreal, Quebec. American Journal of Epidemiology, 154(9), 817–826.
Hartog, J. J. d., Hoek, G., Peters, A., Timonen, K. L., Ibald-Mulli, A., Brunekreef, B., Heinrich, J., Tiittanen, P., Wijnen, J. H. v., Kreyling, W., Kulmala, M., and Pekkanen, J. (2003). Effects of fine and ultrafine particles on cardiorespiratory symptoms in elderly subjects with coronary heart disease: the ULTRA Study. American Journal of Epidemiology, 157(7), 613–623.
Henry, R. L., Bridgman, H. A., Wlodarczyk, J., Abramson, R., Adler, J. A., and Hensley, M. J. (1991). Asthma in the vicinity of power stations: II. Outdoor air quality and symptoms. Pediatric Pulmonology, 11, 134–140.
Hoffmann, B., Moebus, S., Mohlenkamp, S., Stang, A., Lehmann, N., Dragano, N., Schmermund, A., Memmesheimer, M., Mann, K., Erbel, R., Jockel, K.-H., and for the Heinz Nixdorf Recall Study Investigative Group. (2007). Residential exposure to traffic is associated with coronary atherosclerosis. Circulation, 116(5), 489–496.
Huston, R. J., Marquez, R. B. R., Baker, J. M., and Saitas, J. A. (2001). Grandfathered Facilities Report (SFR-071). Austin: Office of Permitting, Remediation and Registration Texas Natural Resource Conservation Commission.
Islam, T., Gauderman, W. J., Berhane, K., McConnell, R., Avol, E., Peters, J. M., and Gilliland, F. D. (2007). Relationship between air pollution, lung function and asthma in adolescents. Thorax, 62(11), 957–963.
Jerrett, M., Burnett, R. T., Kanaroglou, P., Eyles, J., Finkelstein, N., Giovis, C., and Brook, J. R. (2001). A GIS – environmental justice analysis of particulate air pollution in Hamilton, Canada. Environment and Planning A, 33(6), 955–973.
Kaiser, R., Romieu, I., Medina, S., Schwartz, J., Krzyzanowski, M., and Künzli, N. (2004). Air pollution attributable postneonatal infant mortality in US metropolitan areas: a risk assessment study. Environmental Health: A Global Access Science Source, 3(1), 1–6.
Karr, C., Lumley, T., Schreuder, A., Davis, R., Larson, T., Ritz, B., and Kaufman, J. (2007). Effects of subchronic and chronic exposure to ambient air pollutants on infant bronchiolitis. American Journal of Epidemiology, 165(5), 553–560.
Kim, J. J., Smorodinsky, S., Lipsett, M., Singer, B. C., Hodgson, A. T., and Ostro, B. (2004). Traffic-related air pollution near busy roads. American Journal of Respiratory and Critical Care Medicine, 170(5), 520–526.
Koenig, J. Q., Mar, T. F., Allen, R. W., Jansen, K., Lumley, T., Sullivan, J. H., Trenga, C. A., Larson, T. V., and Liu, L.-J. S. (2005). Pulmonary Effects of Indoor– and Outdoor-Generated Particles in Children with Asthma. Environmental Health Perspectives, 113(4), 499–503.
Levy, J. I., Greco, S. L., and Spengler, J. D. (2002). The importance of population susceptibility for air pollution risk assessment: a case study of power plants near Washington, DC. Environmental Health Perspectives, 110(12), 1253–1260.
Levy, J. I., Wilson, A. M., Evans, J. S., and Spengler, J. D. (2003). Estimation of primary and secondary particulate matter intake fractions for power plants in Georgia. Environmental Science and Technology, 37(24), 5528–5536.
Lin, S., Munsie, J. P., Hwang, S.-A., Fitzgerald, E., and Cayo, M. R. (2002). Childhood asthma hospitalization and residential exposure to state route traffic. Environmental Research Section A, 88(2), 73–81.
Mann, J. K., Tager, I. B., Lurmann, F., Segal, M., Queensberry, C. P., Lugg, M. M., Shan, J., and Van Eeden, S. K. (2002). Air pollution and hospital admissions for ischemic heart disease in persons with congestive heart failure or arrhythmia. Environmental Health Perspectives, 110(12), 1247.
McConnell, R., Berhane, K., Gilliland, F., London, S. J., Islam, T., Gauderman, W. J., Avol, E., Margoli, H. G., and Peters, J. M. (2002). Asthma in exercising children exposed to ozone: a cohort study. The Lancet, 359, 386–391.
McConnell, R., Berhane, K., Gilliland, F., Molitor, J., Thomas, D., Lurmann, F., Avol, E., Gauderman, W. J., and Peters, J. M. (2003). Prospective study of air pollution and bronchitic symptoms in children with asthma. American Journal of Respiratory and Critical Care Medicine, 168, 790–97.
Metzer, R., and Delgado, J. L. (1995). Environmental health and Hispanic children. Environmental Health Perspectives Supplements, 103(Supplement 6), 25–32.
Mitka, M. (2008). New evidence-based guidelines focus on treatment of children with asthma. Journal of the American Medical Association, 299(10), 1122–1123.
Norris, G., YoungPong, S. N., Koenig, J. Q., Larson, T. V., Sheppard, L., and Stout, J. W. (1999). An association between fine particles and asthma emergency department visits for children in Seattle. Environmental Health Perspectives, 107(6), 489–493.
O’Neill, M. S., Jerrett, M., Kawachi, I., Levy, J. I., Cohen, A. J., Gouveia, N., Wilkinson, P., Fletcher, T., Cifuentes, L., and Schwartz, J. (2003). Health, wealth, and air pollution: advancing theory and methods. Environmental Health Perspectives, 111(16), 1861–1870.
Peng, R. D., Chang, H. H., Bell, M. L., McDermott, A., Zeger, S. L., Samet, J. M., and Dominici, F. (2008). Coarse particulate matter air pollution and hospital admissions for cardiovascular and respiratory diseases among medicare patients. Journal of the American Medical Association, 299(18), 2172–2179.
Peters, A., Dockery, D. W., Muller, J. E., and Mittleman, M. A. (2001). Increased particulate air pollution and the triggering of myocardial infarction. Circulation, 103(23), 2810–2815.
Pope III, C. A., Burnett, R. T., Thun, M. J., Calle, E. E., Krewski, D., Ito, K., and Thurston, G. D. (2002). Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. Journal of the American Medical Association, 287(9), 1132–1141.
Pope III, C. A., Hansen, M. L., Long, R. W., Nielsen, K. R., Eatough, N. L., Wilson, W. E., and Eatough, D. J. (2004). Ambient particulate air pollution, heart rate variability, and blood markers of inflammation in a panel of elderly subjects. Environmental Health Perspectives, 112(3), 339–345.
Pope III, C. A., Muhlestein, J. B., May, H. T., Renlund, D. G., Anderson, J. L., and Horne, B. D. (2006). Ischemic heart disease events triggered by short-term exposure to fine particulate air pollution. Circulation, 114(23), 2443–2448.
Pouliou, T., Kanaroglou, P. S., Elliott, S. J., and Pengelly, L. D. (2008). Assessing the health impacts of air pollution: a re-analysis of the Hamilton children's cohort data using a spatial analytic approach. International Journal of Environmental Health Research, 18(1), 17–35.
Ritz, B., Wilhelm, M., and Zhao, Y. (2006). Air pollution and infant death in Southern California, 1989–2000. Pediatrics, 118(2), 493–502.
Rodes, C. E., Lawless, P. A., Evans, G. F., Sheldon, L. S., Williams, R. W., Vette, A. F., Creason, J. P., and Walsh, D. (2001). The relationships between personal PM exposures for elderly populations and indoor and outdoor concentrations for three retirement center scenarios. Journal of Exposure Analysis & Environmental Epidemiology, 11(2), 103–115.
Rojas-Bracho, L., Suh, H. H., and Koutrakis, P. (2000). Relationships among personal, indoor, and outdoor fine and coarse particle concentrations for individuals with COPD. Journal of Exposure Analysis and Environmental Epidemiology, 10(3), 294–306.
Samet, J. M., Dominici, F., Curriero, F. C., Coursac, I., and Zeger, S. L. (2000). Fine particulate air pollution and mortality in 20 US cities 1987–1994. The New England Journal of Medicine, 343(24), 1742–1749.
Schenker, M. B., Vedal, S., Batterman, S., Samet, J., and Speizer, F. E. (1986). Health effects of air pollution due to coal combustion in the Chestnut Ridge region of Pennsylvania: cross-section survey of children. Archives of Environmental Health, 41(2), 104–108.
Schwartz, J. (1991a). Particulate air pollution and daily mortality: a synthesis. Public Health Review, 19, 39–60.
Schwartz, J. (1991b). Particulate air pollution and daily mortality in Detroit. Environmental Research, 56, 204–213.
Schwartz, J. (1993). Air pollution and daily mortality in Birmingham, Alabama. American Journal of Epidemiology, 137(10), 1136–47.
Schwartz, J. (1994a). Air pollution and daily mortality: a review and meta-analysis. Environmental Research, 64, 36–52.
Schwartz, J. (1994b). Air pollution and hospital admissions for the elderly in Birmingham, Alabama. American Journal of Epidemiology, 139(6), 589–598.
Schwartz, J. (1994c). What are people dying of on high air pollution days? Environmental Research, 64, 26–35.
Schwartz, J., and Dockery, D. W. (1992a). Increased mortality in Philadelphia associated with daily air pollution concentrations. American Review of Respiratory Disease, 145, 600–604.
Schwartz, J., and Dockery, D. W. (1992b). Particulate air pollution and daily mortality in Steubenville, Ohio. American Journal of Epidemiology, 135(1), 12–19.
Schwartz, J., and Morris, R. (1994). Air pollution and hospital admissions for the elderly in Detroit, Michigan. American Journal of Respiratory and Critical Care Medicine, 150, 648–655.
Schwartz, J., and Morris, R. (1995). Air pollution and hospital admissions for cardiovascular disease in Detroit, Michigan. American Journal of Epidemiology, 142(1), 23–35.
Texas Department of State Health Services. (2006). 2002 Health Facts for Texas. Texas Department of State Health Services. Available: http://www.dshs.state.tx.us/chs/cfs/cshdpa02.shtm [December 9].
Texas Health Care Information Council. (2005). Preventable Hospitalizations, 2002. Texas Department of State Health Services. Available: http://www.dshs.state.tx.us/THCIC/Publications/Hospitals/PQIReport2002/PreventableHospitalizations2002.shtm [2008, April 22].
Thurston, G. D., Lippmann, M., Scott, M. B., and Fine, J. M. (1997). Summertime haze air pollution and children with asthma. American Journal of Respiratory and Critical Care Medicine, 155, 654–660.
Timonen, K. L., and Pekkanen, J. (1997). Air pollution and respiratory health among children with asthmatic or cough symptoms. American Journal of Respiratory and Critical Care Medicine, 156(2), 546–552.
Tolbert, P. E., Mulholland, J. A., MacIntosh, D. L., Xu, F., Daniels, D., Devine, O. J., Carlin, B. P., Klein, M., Dorley, J., Butler, A. J., Nordenberg, D. F., Frumkin, H., Ryan, P. B., and White, M. C. (2000). Air quality and pediatric emergency room visits for asthma in Atlanta, Georgia, USA. American Journal of Epidemiology, 151(8), 798–810.
Tonn, B. E., Waidley, G., and Petrich, C. (2001). The ageing US population and environmental policy. Journal of Environmental Planning and Management, 44(6), 851–876.
Tonne, C., Melly, S., Mittleman, M., Coull, B., Goldberg, R., and Schwartz, J. (2007). A case–control analysis of exposure to traffic and acute myocardial infarction. Environmental Health Perspectives, 115(1), 53–57.
US Bureau of the Census. (2000). Census of Population and Housing, Summary Tape File 3a. Washington, DC: Department of Commerce.
US Energy Information Administration. (2003). State Electricity Profiles (DOE/EIA-0348(01)/2). Washington, DC: US Department of Energy.
US Environmental Protection Agency. (1997). National Air Quality and Emissions Trends Report, 1997. Available: http://www.epa.gov/air/ airtrends/aqtrnd97/ [2008, April 22].
US Environmental Protection Agency. (2006). Clear Skies in Texas. Available: http://www.epa.gov/air/clearskies/state/tx.html [2008, April 22].
US Environmental Protection Agency. (2008a). eGRID 2002 Archive. Available: http://www.epa.gov/cleanenergy/energy-resources/egrid/archive.html [2008, April 22].
US Environmental Protection Agency. (2008b). National Emissions Inventories for the US. US Environmental Protection Agency. Available: http://www.epa.gov/ttn/chief/net/ [2008, April 22].
Watson, A. Y., Bates, R. R., and Kennedy, D. (1988). Air Pollution, the Automobile, and Public Health. Washington, DC: National Academies Press.
Williams, R., Suggs, J., Zweidinger, R., Evans, G., Creason, J., Kwok, R., Rodes, C., Lawless, P., and Sheldon, L. (2000a). The 1998 Baltimore particulate matter epidemiology–exposure study: part 1. Comparison of ambient, residential outdoor, indoor and apartment particulate matter monitoring. Journal of Exposure Analysis and Environmental Epidemiology, 10(6), 518–532.
Williams, R., Suggs, J., Creason, J., Rodes, C., Lawless, P., Kwok, R., Zweidinger, R., and Sheldon, L. (2000b). The 1998 Baltimore particulate matter epidemiology–exposure study: part 2. Personal exposure assessment associated with an elderly study population. Journal of Exposure Analysis and Environmental Epidemiology, 10(6), 533–543.
Zanobetti, A., Schwartz, J., and Gold, D. (2000). Are there sensitive subgroups for the effects of airborne particles? Environmental Health Perspectives, 108(9), 841–845.
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Macey, S.M. (2009). A Respiratory Riskscape for Texas Cities: A Spatial Analysis of Air Pollution, Demographic Attributes and Deaths from 2000 Through 2004. In: Showalter, P., Lu, Y. (eds) Geospatial Techniques in Urban Hazard and Disaster Analysis. Geotechnologies and the Environment, vol 2. Springer, Dordrecht. https://doi.org/10.1007/978-90-481-2238-7_7
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