ArticleThe Science of the total environment2017
The drinking water contamination crisis in Flint: Modeling temporal trends of lead level since returning to Detroit water system.
Article in The Science of the total environment, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
10 citing papers in PubMed, 37 citations in OpenAlex.
- Explainable machine-learning-based predictions of blood lead levels and school drinking water contamination among children: a case study in Washington DC.Scientific reports · 2025Article
- Article
- Assessment of Lead in Drinking Water from Multiple Drinking Water Sampling Programs for a Midsize City.Environmental science & technology · 2023Article
- Exploring the Impacts of Full-Scale Distribution System Orthophosphate Corrosion Control Implementation on the Microbial Ecology of Hydrologically Connected Urban Streams.Microbiology spectrum · 2022Article
- Water lead exposure risk in Flint, Michigan after switchback in water source: Implications for lead service line replacement policy.Environmental research · 2020Article
- How geostatistics can help you find lead and galvanized water service lines: The case of Flint, MI.The Science of the total environment · 2017Article
- Monitoring the aftermath of Flint drinking water contamination crisis: Another case of sampling bias?The Science of the total environment · 2017Article
- A discussion about public health, lead and Legionella pneumophila in drinking water supplies in the United States.The Science of the total environment · 2017Review
- The Flint Water Crisis: A Coordinated Public Health Emergency Response and Recovery Initiative.Journal of public health management and practice : JPHMPArticle
- Troubling heroes: Reframing the environmental justice contributions of the Flint water crisis.WIREs. WaterArticle
Corrections and comments
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Authors and funding
1 author at 1 institution in 1 country.
Funding
Abstract
Since Flint returned to its pre-crisis source of drinking water close to 25,000 water samples have been collected and tested for lead and copper in >10,000 residences. This paper presents the first analysis and time trend modeling of lead data, providing new insights about the impact of this intervention. The analysis started with geocoding all water lead levels (WLL) measured during an 11-month period following the return to the Detroit water supply. Each data was allocated to the corresponding tax parcel unit and linked to secondary datasets, such as the composition of service lines, year built, or census tract poverty level. Only data collected on residential parcels within the City limits were used in the analysis. One key feature of Flint data is their collection through two different sampling initiatives: (i) voluntary or homeowner-driven sampling whereby concerned citizens decided to acquire a testing kit and conduct sampling on their own (non-sentinel sites), and (ii) State-controlled sampling where data were collected bi-weekly at selected sites after training of residents by technical teams (sentinel sites). Temporal trends modeled from these two datasets were found to be statistically different with fewer sentinel data exceeding WLL thresholds ranging from 10 to 50μg/L. Even after adjusting for housing characteristics the odds ratio (OR) of measuring WLL above 15μg/L at non-sentinel sites is significantly >1 (OR=1.480) and it increases with the threshold (OR=2.055 for 50μg/L). Joinpoint regression showed that the city-wide percentage of WLL data above 15μg/L displayed four successive trends since the return to Detroit Water System. Despite the recent improvement in water quality, the culprit for differences between sampling programs needs to be identified as it impacts exposure assessment and might influence whether there is compliance or not with the Lead and Copper Rule.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.