July 10th, 2024

Estimated Childhood Lead Exposure from Drinking Water in Chicago

A study in Chicago used machine learning to assess childhood lead exposure from water, revealing disparities in screening and exposure. Results emphasized health risks, lead levels in different areas, and challenges in removing lead pipes.

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Estimated Childhood Lead Exposure from Drinking Water in Chicago

The study conducted in Chicago aimed to estimate childhood lead exposure from drinking water, focusing on children under 6 years old. The research utilized machine learning models to predict the risk of lead exposure and identified racial disparities in lead screening and exposure. The results indicated varying levels of lead exposure across different census blocks, with a particular emphasis on the impact on racially minoritized individuals. The study also highlighted the potential health implications of lead exposure, referencing previous research on the cognitive effects of elevated blood lead levels in children. Additionally, the investigation shed light on the prevalence of lead-contaminated drinking water in Chicago and the challenges associated with the removal of lead pipes in the city. The findings underscore the importance of addressing lead exposure in drinking water to safeguard the health and well-being of children, especially in communities facing disparities in screening and exposure rates.

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By @snozolli - 3 months
Each test contained at least 3 distinct measurements of lead concentrations: ... a third draw after 5 minutes of flushing.

That reminded me of the scandal where Flint, Michigan officials told people to run the tap before testing it, greatly downplaying the problem.

State employees were charged in 2016:

https://www.nytimes.com/interactive/2016/04/21/us/flint-lead...

More state employees (?), including the ex-governor, were charged in 2021:

http://npr.org/2021/01/14/956924155/ex-michigan-gov-rick-sny...

And apparently nobody was convicted of anything:

http://bridgemi.com/michigan-environment-watch/no-conviction...

By @anitil - 3 months
There's an interesting 'The Studies Show' episode on the link between lead and IQ [0]. The gist being that at low level exposure there's a lot of uncertainty about whether there is any association with adverse outcomes, because any effect is effectively swamped by other effects. I thought it was relevant/interesting because the paper uses the EPA guidance maximum contaminant level goal of 0, while for example talking about low and mild exposure in the same context as chronic kidney disease.

[0] - https://www.thestudiesshowpod.com/p/episode-37-lead-and-iq

By @xnx - 3 months
Is it not possible to reline these lead pipes in situ? It seems that would be nearly as good at a fraction of the cost.