Socioeconomic disparities in incidents at toxic sites during Hurricane Harvey
Open accessAbstract
Background Hurricane Harvey facilitated exposure to various toxic substances and floodwater throughout the greater Houston metropolitan area. Although disparities exist in this exposure and vulnerable populations can bear a disproportionate impact, no research has integrated disparities in exposure to toxic incidents following Hurricane Harvey.Objective The objective of this study was to analyze the relationship between flooding, socioeconomic status (SES), and toxic site incidents.Methods Data on toxic site locations, reported releases, and flood water depths during Hurricane Harvey in the greater Houston area were compiled from multiple sources. A multivariable logistic regression was performed to predict the odds of a toxic site release by flooding at the site, SES and racial composition of the census tract.Results 83 out of 1403 toxic sites (5.9%) had reported releases during Hurricane Harvey. The proportion of toxic sites with reported incidents across increasing SES index quintiles were 8.35, 7.67, 5.14, 4.55, and 0.51, respectively. The odds of an incident were lower in the highest SES quintile areas (OR adj = 0.06, 95% CI: 0.01-0.42) compared to the lowest SES quintile. Flooding was similar at toxic sites with and without incidents, and was distributed similarly and highest at toxic sites located in lower SES quintiles.Significance Despite similar flooding across toxic sites during Hurricane Harvey, areas with lower SES were more likely to have a toxic release during the storm, after accounting for number of toxic sites. Improving quality of maintenance, safety protocols, number of storm-resilient facilities may minimize this disproportionate exposure and its subsequent adverse outcomes among socioeconomically vulnerable populations.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Despite similar flooding across toxic sites during Hurricane Harvey, areas with lower socioeconomic status were more likely to have a toxic release during the storm, indicating socioeconomic disparities.
“Despite similar flooding across toxic sites during Hurricane Harvey, areas with lower socioeconomic status were more likely to have a toxic release during the storm, indicating socioeconomic disparities.52”
From Effects of Extreme Weather on Health in Underserved Communities (2024) · cites this paper as [52]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Slow Violence and the Environmentalism of the Poor
Nixon, R. (2011) · Harvard University Press eBooks · doi:10.4159/harvard.9780674061194 · Cited by 5,506 · see citing works
Socioeconomic status and breast cancer incidence in California for different race/ethnic groups
Yost, K. J., Perkins, C. I., Cohen, R. D., Morris, C. R., & Wright, W. E. (2001) · Cancer Causes & Control · doi:10.1023/a:1011240019516 · Cited by 971 · see citing works
Beyond Distribution and Proximity: Exploring the Multiple Spatialities of Environmental Justice
Walker, G. P. (2009) · Antipode · doi:10.1111/j.1467-8330.2009.00691.x · Cited by 713 · see citing works
Exposure to Hurricane-Related Stressors and Mental Illness After Hurricane Katrina
Galea, S., Brewin, C. R., Gruber, M., Jones, R. T., King, D. W., King, L. A., McNally, R. J., Ursano, R. J., Petukhova, M., & Kessler, R. C. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.12.1427 · Cited by 584 · see citing works
Mohai, P., Lantz, P. M., Morenoff, J. D., House, J. S., & Mero, R. P. (2009) · American Journal of Public Health · doi:10.2105/ajph.2007.131383 · Cited by 269 · see citing works
Rhodes, J., Chan, C., Paxson, C., Rouse, C. E., Waters, M., & Fussell, E. (2010) · American Journal of Orthopsychiatry · doi:10.1111/j.1939-0025.2010.01027.x · Cited by 251 · see citing works
Yu, M., Tatalovich, Z., Gibson, J. T., & Cronin, K. A. (2013) · Cancer Causes & Control · doi:10.1007/s10552-013-0310-1 · Cited by 235 · see citing works
Disproportionate Proximity to Environmental Health Hazards: Methods, Models, and Measurement
Chakraborty, J., Maantay, J. A., & Brender, J. D. (2011) · American Journal of Public Health · doi:10.2105/ajph.2010.300109 · Cited by 206 · see citing works
Chakraborty, J., Collins, T. W., & Grineski, S. E. (2018) · American Journal of Public Health · doi:10.2105/ajph.2018.304846 · Cited by 196 · see citing works
Fussell, E., & Lowe, S. R. (2014) · Social Science & Medicine · doi:10.1016/j.socscimed.2014.05.025 · Cited by 190 · see citing works
Chew, G. L., Wilson, J., Rabito, F. A., Grimsley, F., Iqbal, S., Reponen, T., Muilenberg, M. L., Thorne, P. S., Dearborn, D. G., & Morley, R. L. (2006) · Environmental Health Perspectives · doi:10.1289/ehp.9258 · Cited by 134 · cited 1× · see citing works
“In addition to short- and long-term mental health effects, these populations were exposed to poor outdoor air quality and mold [19, 21], as well as lack of access to clean drinking water and exposure to contaminated water [22].”
BackgroundCollins, T. W., Grineski, S. E., Chakraborty, J., & Flores, A. B. (2019) · Environmental Research · doi:10.1016/j.envres.2019.108772 · Cited by 134 · see citing works
Chakraborty, J., Grineski, S. E., & Collins, T. W. (2019) · Social Science & Medicine · doi:10.1016/j.socscimed.2019.02.039 · Cited by 95 · see citing works
Collins, T. W., Grineski, S. E., Chakraborty, J., Montgomery, M. C., & Hernández, M. (2015) · Annals of the Association of American Geographers · doi:10.1080/00045608.2015.1050754 · Cited by 91 · see citing works
Lessons learnt from the impact of hurricane Harvey on the chemical and process industry
Misuri, A., Moreno, V. C., Quddus, N., & Cozzani, V. (2019) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2019.106521 · Cited by 78 · see citing works
Horney, J. A., Casillas, G. A., Baker, E. S., Stone, K. W., Kirsch, K. R., Camargo, K., Wade, T. L., & McDonald, T. J. (2018) · PLoS ONE · doi:10.1371/journal.pone.0192660 · Cited by 66 · see citing works
Burger, J., & Gochfeld, M. (2011) · American Journal of Public Health · doi:10.2105/ajph.2010.300077 · Cited by 65 · see citing works
Rath, B. A., Young, E. A., Harris, A. E. S., Perrin, K., Bronfin, D. R., Ratard, R. C., VanDyke, R., Goldshore, M. A., & Magnus, M. (2011) · Public Health Reports · doi:10.1177/003335491112600611 · Cited by 51 · see citing works
Flores, A. B., Castor, A., Grineski, S. E., Collins, T. W., & Mullen, C. J. (2020) · Population and Environment · doi:10.1007/s11111-020-00362-6 · Cited by 44 · see citing works
Alexander, A. C., Ali, J. S., McDevitt‐Murphy, M. E., Forde, D. R., Stockton, M. B., Read, M. C., & Ward, K. D. (2016) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-015-0206-8 · Cited by 41 · see citing works
Chow, N. A., Toda, M., Pennington, A. F., Anassi, E., Atmar, R. L., Cox‐Ganser, J. M., da Silva, J., Garcia, B., Kontoyiannis, D. P., Ostrosky‐Zeichner, L., et al. (2019) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6821a1 · Cited by 39 · see citing works
Karaye, I. M., Stone, K. W., Casillas, G. A., Newman, G., & Horney, J. A. (2019) · Environmental Management · doi:10.1007/s00267-019-01204-4 · Cited by 28 · see citing works
Health problems among low-income parents in the aftermath of Hurricane Katrina.
Lowe, S. R., Willis, M. M., & Rhodes, J. E. (2013) · Health Psychology · doi:10.1037/hea0000016 · Cited by 19 · see citing works
Kontoyiannis, D. P., Shah, E. C., Wurster, S., Aitken, S. L., Graviss, L. S., RAAD, I. I., & Chemaly, R. F. (2019) · Open Forum Infectious Diseases · doi:10.1093/ofid/ofz138 · Cited by 19 · see citing works
Wristbands for Research: Using Wearable Sensors to Collect Exposure Data after Hurricane Harvey
Nicole, W. (2018) · Environmental Health Perspectives · doi:10.1289/ehp3131 · Cited by 16 · see citing works
FEMA - Harvey Flood Depths Grid
(FEMA), F. E. M. A. (2018) · HydroShare Resources · doi:10.4211/hs.165e2c3e335d40949dbf501c97827837 · Cited by 16 · see citing works
Health Disparities: Crisis Not Over for Hurricane Victims
Burton, A. (2006) · Environmental Health Perspectives · doi:10.1289/ehp.114-a462 · Cited by 8 · see citing works
Environmental Public Health Impacts of Disasters
Institute of Medicine (2007) · National Academies Press eBooks · doi:10.17226/11840 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [4]Associated Press. Hurricane Harvey’s toxic impact deeper than public told. March 23. 2018. Accessed September 2, 2019.
Cited by
Sorted by citations
Methods in Public Health Environmental Justice Research: a Scoping Review from 2018 to 2021
Casey, J. A., Daouda, M., Babadi, R. S., Do, V., Flores, N. M., Berzansky, I., González, D. J. X., Horne, Y. O. V., & James-Todd, T. M. (2023) · Current Environmental Health Reports · doi:10.1007/s40572-023-00406-7 · Cited by 62 · see citing works
Effects of Extreme Weather on Health in Underserved Communities
Leap, S. R., Soled, D. R., Sampath, V., & Nadeau, K. C. (2024) · Annals of Allergy, Asthma & Immunology · doi:10.1016/j.anai.2024.04.018 · Cited by 43 · see citing works
Harden, B. J., & Slopen, N. B. (2022) · Annual Review of Developmental Psychology · doi:10.1146/annurev-devpsych-121020-031515 · Cited by 29 · see citing works
Cushing, L. J., Ju, Y., Kulp, S., Depsky, N. J., Karasaki, S., Jaeger, J. M., Raval, A., Strauss, B., & Morello-Frosch, R. A. (2023) · Environmental Science & Technology · doi:10.1021/acs.est.2c07481 · Cited by 27 · see citing works
Impacts of disaster exposure on climate adaptation injustice across U.S. cities
Liu, T., & Fan, C. H. (2022) · Sustainable Cities and Society · doi:10.1016/j.scs.2022.104371 · Cited by 21 · see citing works
Berberian, A. G., Morello-Frosch, R. A., Karasaki, S., & Cushing, L. J. (2024) · Environmental Science & Technology · doi:10.1021/acs.est.3c10797 · Cited by 21 · see citing works
Pollution, Health, and Disaster
Dietrich, A. S. (2021) · Environment and Society · doi:10.3167/ares.2021.120104 · Cited by 6 · see citing works
When apologies become meaningful: Perceptions of apologies in environmental justice communities
Perez, M. J., Crist, J. D., Kirsch, K. R., Salter, P. S., & Horney, J. A. (2021) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2021.101675 · Cited by 6 · see citing works
Polycyclic Aromatic Hydrocarbons in Houston Parks After Hurricane Harvey
Casillas, G. A., Johnson, N. M., Chiu, W. A., Ramirez, J. M., McDonald, T. J., & Horney, J. A. (2021) · Environmental Justice · doi:10.1089/env.2020.0073 · Cited by 4 · see citing works
Cognitive Interview Validation of a Novel Household Hazard Vulnerability Assessment Instrument
Amberson, T., Ndayishimiye, O., Cloud, Q. Y., & Castner, J. (2023) · Western Journal of Nursing Research · doi:10.1177/01939459231217935 · Cited by 5 · see citing works
Mental Health and Well-Being for Patients and Clinicians
Senay, E., Levine, R. L., Shepherd, J. M., Rizzo, A., Yitshak‐Sade, M., Carrión, D., Liu, B., Lewis, J. L., Wright, R. J., Sorensen, C. J., et al. (2022) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0000000000002655 · Cited by 3 · see citing works
Self-citationInvestigating the Impacts of EPA Emergency Fuel Waivers on Air Quality after Hurricane Sandy
Kim, S., Shahandashti, M., & Yaşar, M. (2023) · ASCE Inspire · doi:10.1061/9780784485163.071
Environmental justice issues in oil and gas development
Lieberman‐Cribbin, W., & Taioli, E. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-31506-0.00004-7
Self-citation
- Authors
- Lieberman-Cribbin, W., Liu, B., Sheffield, P., Schwartz, R., & Taioli, E.
- Affiliations
- Icahn School of Medicine at Mount Sinai (US)
- Hofstra University (US)
- Corresponding author
- Taioli, Emanuela
- Venue
- Journal of Exposure Science & Environmental Epidemiology
- Published
- 2021-04-19
- Volume
- 31
- Issue
- 3
- Pages
- 454-460
- ISSN
- 1559-0631 (ISSN-L)
- 1559-064X
- PMC
- PMC8992005
- OpenAlex
- W3154898539
- Cited by
- 13
- References
- 28
- Citations by year
- 2026: 1 · 2024: 2 · 2023: 4 · 2022: 3 · 2021: 3
- FWCI
- 4.16
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Exposure Science & Environmental Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Environmental Health Sciences (P30ES023515)
- Topics
- Social Sciences › Sociology and Political Science › Environmental Justice and Health Disparities
- Health Sciences › Health Professions › Emergency Medical Services › Disaster Response and Management
- Social Sciences › Sociology and Political Science › Disaster Management and Resilience
- Keywords
- Hurricane Harvey, socioeconomic disparities, socioeconomic status, floods, floodwater, hazardous waste sites, environmental justice, vulnerable populations, racial composition, Houston metropolitan area
- MeSH terms
- Humans, Social Class, Logistic Models, Cyclonic Storms, Floods
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review