IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i14p6339-d1190836.html
   My bibliography  Save this article

Developing a National-Scale Exposure Index for Combined Environmental Hazards and Social Stressors and Applications to the Environmental Influences on Child Health Outcomes (ECHO) Cohort

Author

Listed:
  • Sheena E. Martenies

    (Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA)

  • Mingyu Zhang

    (Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA)

  • Anne E. Corrigan

    (Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA)

  • Anton Kvit

    (Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA)

  • Timothy Shields

    (Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA)

  • William Wheaton

    (Research Triangle Institute, Research Triangle Park, NC 27709, USA)

  • Deana Around Him

    (Child Trends, Bethesda, MD 20814, USA
    Writing team collaborators are listed in alphabetical order.)

  • Judy Aschner

    (Department of Pediatrics, Hackensack Meridian School of Medicine, Nutley, NJ 07110, USA
    Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY 10461, USA
    Writing team collaborators are listed in alphabetical order.)

  • Maria M. Talavera-Barber

    (Avera Research Institute, Sioux Falls, SD 57105, USA
    Writing team collaborators are listed in alphabetical order.)

  • Emily S. Barrett

    (Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ 08854, USA
    Writing team collaborators are listed in alphabetical order.)

  • Theresa M. Bastain

    (Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
    Writing team collaborators are listed in alphabetical order.)

  • Casper Bendixsen

    (Marshfield Clinic Research Institute, Marshfield, WI 54449, USA
    Writing team collaborators are listed in alphabetical order.)

  • Carrie V. Breton

    (Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
    Writing team collaborators are listed in alphabetical order.)

  • Nicole R. Bush

    (Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA 94143, USA
    Department of Pediatrics, University of California San Francisco, San Francisco, CA 94143, USA
    Writing team collaborators are listed in alphabetical order.)

  • Ferdinand Cacho

    (Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
    Writing team collaborators are listed in alphabetical order.)

  • Carlos A. Camargo

    (Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
    Writing team collaborators are listed in alphabetical order.)

  • Kecia N. Carroll

    (Department of Pediatrics, The Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
    Writing team collaborators are listed in alphabetical order.)

  • Brian S. Carter

    (Department of Pediatrics-Neonatology, Children’s Mercy Hospital, Kansas City, MO 64108, USA
    Writing team collaborators are listed in alphabetical order.)

  • Andrea E. Cassidy-Bushrow

    (Department of Public Health Sciences, Henry Ford Health, Detroit, MI 48202, USA
    Writing team collaborators are listed in alphabetical order.)

  • Whitney Cowell

    (Department of Pediatrics, New York University Grossman School of Medicine, New York, NY 10016, USA
    Writing team collaborators are listed in alphabetical order.)

  • Lisa A. Croen

    (Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
    Writing team collaborators are listed in alphabetical order.)

  • Dana Dabelea

    (Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
    Writing team collaborators are listed in alphabetical order.)

  • Cristiane S. Duarte

    (New York State Psychiatric Institute, Columbia University, New York, NY 10032, USA
    Writing team collaborators are listed in alphabetical order.)

  • Anne L. Dunlop

    (Department of Obstetrics and Gynecology, Emory University School of Medicine, Atlanta, GA 30322, USA
    Writing team collaborators are listed in alphabetical order.)

  • Todd M. Everson

    (Gangarosa Department of Environmental Health, Emory University Rollins School of Public Health, Atlanta, GA 30322, USA
    Writing team collaborators are listed in alphabetical order.)

  • Rima Habre

    (Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
    Writing team collaborators are listed in alphabetical order.)

  • Tina V. Hartert

    (Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN 37203, USA
    Writing team collaborators are listed in alphabetical order.)

  • Jennifer B. Helderman

    (Department of Pediatrics, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA
    Writing team collaborators are listed in alphabetical order.)

  • Alison E. Hipwell

    (Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA 15213, USA
    Writing team collaborators are listed in alphabetical order.)

  • Margaret R. Karagas

    (Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, NH 03756, USA
    Writing team collaborators are listed in alphabetical order.)

  • Barry M. Lester

    (Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI 02903, USA
    Writing team collaborators are listed in alphabetical order.)

  • Kaja Z. LeWinn

    (Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA 94143, USA
    Writing team collaborators are listed in alphabetical order.)

  • Sheryl Magzamen

    (Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, USA
    Writing team collaborators are listed in alphabetical order.)

  • Rachel Morello-Frosch

    (Department of Environmental Science, Policy and Management and School of Public Health, University of California Berkeley, Berkeley, CA 94720, USA
    Writing team collaborators are listed in alphabetical order.)

  • Thomas G. O’Connor

    (Departments of Psychiatry, Psychology, Neuroscience, and Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, NY 41642, USA
    Writing team collaborators are listed in alphabetical order.)

  • Amy M. Padula

    (Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Francisco, San Francisco, CA 94158, USA
    Writing team collaborators are listed in alphabetical order.)

  • Michael Petriello

    (Institute of Environmental Health Sciences and Department of Pharmacology, Wayne State University, Detroit, MI 48202, USA
    Writing team collaborators are listed in alphabetical order.)

  • Sheela Sathyanarayana

    (Seattle Children’s Research Institute, Seattle, WA 98105, USA
    Department of Pediatrics, University of Washington, Seattle, WA 98195, USA
    Writing team collaborators are listed in alphabetical order.)

  • Joseph B. Stanford

    (Department of Pediatrics, Family and Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT 84132, USA
    Writing team collaborators are listed in alphabetical order.)

  • Tracey J. Woodruff

    (Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Francisco, San Francisco, CA 94158, USA
    Writing team collaborators are listed in alphabetical order.)

  • Rosalind J. Wright

    (Department of Pediatrics, The Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
    Writing team collaborators are listed in alphabetical order.)

  • Amii M. Kress

    (Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, USA
    See Acknowledgments for full listing of collaborators.)

Abstract

Tools for assessing multiple exposures across several domains (e.g., physical, chemical, and social) are of growing importance in social and environmental epidemiology because of their value in uncovering disparities and their impact on health outcomes. Here we describe work done within the Environmental influences on Child Health Outcomes (ECHO)-wide Cohort Study to build a combined exposure index. Our index considered both environmental hazards and social stressors simultaneously with national coverage for a 10-year period. Our goal was to build this index and demonstrate its utility for assessing differences in exposure for pregnancies enrolled in the ECHO-wide Cohort Study. Our unitless combined exposure index, which collapses census-tract level data into a single relative measure of exposure ranging from 0–1 (where higher values indicate higher exposure to hazards), includes indicators for major air pollutants and air toxics, features of the built environment, traffic exposures, and social determinants of health (e.g., lower educational attainment) drawn from existing data sources. We observed temporal and geographic variations in index values, with exposures being highest among participants living in the West and Northeast regions. Pregnant people who identified as Black or Hispanic (of any race) were at higher risk of living in a “high” exposure census tract (defined as an index value above 0.5) relative to those who identified as White or non-Hispanic. Index values were also higher for pregnant people with lower educational attainment. Several recommendations follow from our work, including that environmental and social stressor datasets with higher spatial and temporal resolutions are needed to ensure index-based tools fully capture the total environmental context.

Suggested Citation

  • Sheena E. Martenies & Mingyu Zhang & Anne E. Corrigan & Anton Kvit & Timothy Shields & William Wheaton & Deana Around Him & Judy Aschner & Maria M. Talavera-Barber & Emily S. Barrett & Theresa M. Bast, 2023. "Developing a National-Scale Exposure Index for Combined Environmental Hazards and Social Stressors and Applications to the Environmental Influences on Child Health Outcomes (ECHO) Cohort," IJERPH, MDPI, vol. 20(14), pages 1-21, July.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:14:p:6339-:d:1190836
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/14/6339/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/14/6339/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Emanuel Alcala & Paul Brown & John A. Capitman & Mariaelena Gonzalez & Ricardo Cisneros, 2019. "Cumulative Impact of Environmental Pollution and Population Vulnerability on Pediatric Asthma Hospitalizations: A Multilevel Analysis of CalEnviroScreen," IJERPH, MDPI, vol. 16(15), pages 1-12, July.
    2. Gösta Axelsson & Leo Stockfelt & Eva Andersson & Anita Gidlof-Gunnarsson & Gerd Sallsten & Lars Barregard, 2013. "Annoyance and Worry in a Petrochemical Industrial Area—Prevalence, Time Trends and Risk Indicators," IJERPH, MDPI, vol. 10(4), pages 1-21, April.
    3. Masi, Christopher M. & Hawkley, Louise C. & Harry Piotrowski, Z. & Pickett, Kate E., 2007. "Neighborhood economic disadvantage, violent crime, group density, and pregnancy outcomes in a diverse, urban population," Social Science & Medicine, Elsevier, vol. 65(12), pages 2440-2457, December.
    4. Allison A. Appleton & Betty Lin & Elizabeth A. Holdsworth & Beth J. Feingold & Lawrence M. Schell, 2021. "Prenatal Exposure to Favorable Social and Environmental Neighborhood Conditions Is Associated with Healthy Pregnancy and Infant Outcomes," IJERPH, MDPI, vol. 18(11), pages 1-13, June.
    5. Cushing, L. & Faust, J. & August, L.M. & Cendak, R. & Wieland, W. & Alexeeff, G., 2015. "Racial/ethnic disparities in cumulative environmental health impacts in California: Evidence from a statewide environmental justice screening tool (CalEnviroScreen 1.1)," American Journal of Public Health, American Public Health Association, vol. 105(11), pages 2341-2348.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Raoul S. Liévanos, 2019. "Racialized Structural Vulnerability: Neighborhood Racial Composition, Concentrated Disadvantage, and Fine Particulate Matter in California," IJERPH, MDPI, vol. 16(17), pages 1-24, September.
    2. Stephanie M. Pusker & Kelly A. DeBie & Maggie L. Clark & Andreas M. Neophytou & Kayleigh P. Keller & Margaret J. Gutilla & David Rojas-Rueda, 2024. "Environmental Justice and Sustainable Development: Cumulative Environmental Exposures and All-Cause Mortality in Colorado Counties," Sustainability, MDPI, vol. 16(21), pages 1-11, October.
    3. Magda Brattoli & Antonio Mazzone & Roberto Giua & Giorgio Assennato & Gianluigi De Gennaro, 2016. "Automated Collection of Real-Time Alerts of Citizens as a Useful Tool to Continuously Monitor Malodorous Emissions," IJERPH, MDPI, vol. 13(3), pages 1-11, February.
    4. Wang Chang & Yun Zhu & Che-Jen Lin & Saravanan Arunachalam & Shuxiao Wang & Jia Xing & Tingting Fang & Shicheng Long & Jinying Li & Geng Chen, 2022. "Environmental Justice Assessment of Fine Particles, Ozone, and Mercury over the Pearl River Delta Region, China," Sustainability, MDPI, vol. 14(17), pages 1-15, August.
    5. Kristi Pullen Fedinick & Ilch Yiliqi & Yukyan Lam & David Lennett & Veena Singla & Miriam Rotkin-Ellman & Jennifer Sass, 2021. "A Cumulative Framework for Identifying Overburdened Populations under the Toxic Substances Control Act: Formaldehyde Case Study," IJERPH, MDPI, vol. 18(11), pages 1-13, June.
    6. Angelica I. Tiotiu & Plamena Novakova & Denislava Nedeva & Herberto Jose Chong-Neto & Silviya Novakova & Paschalis Steiropoulos & Krzysztof Kowal, 2020. "Impact of Air Pollution on Asthma Outcomes," IJERPH, MDPI, vol. 17(17), pages 1-29, August.
    7. Shannon S. Cigan & Sharon E. Murphy & Bruce H. Alexander & Daniel O. Stram & Dorothy K. Hatsukami & Loic Le Marchand & Sungshim L. Park & Irina Stepanov, 2021. "Ethnic Differences of Urinary Cadmium in Cigarette Smokers from the Multiethnic Cohort Study," IJERPH, MDPI, vol. 18(5), pages 1-13, March.
    8. Aubree Driver & Crystal Mehdizadeh & Samuel Bara-Garcia & Coline Bodenreider & Jessica Lewis & Sacoby Wilson, 2019. "Utilization of the Maryland Environmental Justice Screening Tool: A Bladensburg, Maryland Case Study," IJERPH, MDPI, vol. 16(3), pages 1-21, January.
    9. Auger, Nathalie & Park, Alison L. & Gamache, Philippe & Pampalon, Robert & Daniel, Mark, 2012. "Weighing the contributions of material and social area deprivation to preterm birth," Social Science & Medicine, Elsevier, vol. 75(6), pages 1032-1037.
    10. Yun-Gi Lee & Pureun-Haneul Lee & Seon-Muk Choi & Min-Hyeok An & An-Soo Jang, 2021. "Effects of Air Pollutants on Airway Diseases," IJERPH, MDPI, vol. 18(18), pages 1-17, September.
    11. Daniel Kim & Adrianna Saada, 2013. "The Social Determinants of Infant Mortality and Birth Outcomes in Western Developed Nations: A Cross-Country Systematic Review," IJERPH, MDPI, vol. 10(6), pages 1-40, June.
    12. Janet Currie & Michael Mueller-Smith & Maya Rossin-Slater, 2022. "Violence While in Utero: The Impact of Assaults during Pregnancy on Birth Outcomes," The Review of Economics and Statistics, MIT Press, vol. 104(3), pages 525-540, May.
    13. McCrea, Katherine Tyson & Richards, Maryse & Quimby, Dakari & Scott, Darrick & Davis, Lauren & Hart, Sotonye & Thomas, Andre & Hopson, Symora, 2019. "Understanding violence and developing resilience with African American youth in high-poverty, high-crime communities," Children and Youth Services Review, Elsevier, vol. 99(C), pages 296-307.
    14. Kane, Robert J., 2011. "The ecology of unhealthy places: Violence, birthweight, and the importance of territoriality in structurally disadvantaged communities," Social Science & Medicine, Elsevier, vol. 73(11), pages 1585-1592.
    15. Jon F. Kerner & Marion H.E. Kavanaugh-Lynch & Christopher Politis & Lourdes Baezconde-Garbanati & Aviva Prager & Ross C. Brownson, 2020. "Californians Linking Action with Science for Prevention of Breast Cancer (CLASP-BC)—Phase 2," IJERPH, MDPI, vol. 17(23), pages 1-15, November.
    16. Grineski, Sara E. & Collins, Timothy W. & Morales, Danielle X., 2017. "Asian Americans and disproportionate exposure to carcinogenic hazardous air pollutants: A national study," Social Science & Medicine, Elsevier, vol. 185(C), pages 71-80.
    17. Tristen Hall & Ronica Rooks & Carol Kaufman, 2020. "Intersections of Adverse Childhood Experiences, Race and Ethnicity and Asthma Outcomes: Findings from the Behavioral Risk Factor Surveillance System," IJERPH, MDPI, vol. 17(21), pages 1-19, November.
    18. Margaret M. MacDonell & Richard C. Hertzberg & Glenn E. Rice & J. Michael Wright & Linda K. Teuschler, 2018. "Characterizing Risk for Cumulative Risk Assessments," Risk Analysis, John Wiley & Sons, vol. 38(6), pages 1183-1201, June.
    19. Janevic, T. & Borrell, L.N. & Savitz, D.A. & Echeverria, S.E. & Rundle, A., 2014. "Ethnic enclaves and gestational diabetes among immigrant women in New York City," Social Science & Medicine, Elsevier, vol. 120(C), pages 180-189.
    20. Rehana Shrestha & Johannes Flacke & Javier Martinez & Martin Van Maarseveen, 2016. "Environmental Health Related Socio-Spatial Inequalities: Identifying “Hotspots” of Environmental Burdens and Social Vulnerability," IJERPH, MDPI, vol. 13(7), pages 1-23, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:20:y:2023:i:14:p:6339-:d:1190836. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.