Evidence map›Paper›PMID 37391608›Full record

ArticleJournal of exposure science & environmental epidemiology2024

Regional and racial/ethnic inequalities in public drinking water fluoride concentrations across the US.

Rose Hefferon, Dana E Goin, Jeremy A Sarnat, Anne E Nigra

Open access · hybridAbstract read
In one paragraph

Article in Journal of exposure science & environmental epidemiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
1.1field-weighted citation impact, top 25% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 10 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Identifying differences in U.S. exposure to ubiquitous carcinogens.International journal of hygiene and environmental health · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 3 institutions in 1 country.

Rose HefferonDepartment of Environmental Health, Emory University Rollins School of Public Health, Atlanta, GA, USA.
Dana E GoinProgram on Reproductive Health and the Environment, Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Francisco, CA, USA.
Jeremy A SarnatDepartment of Environmental Health, Emory University Rollins School of Public Health, Atlanta, GA, USA.
Anne E NigraDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA. aen2136@cumc.columbia.edu.ORCID 0000-0002-5033-0345
Emory University · USColumbia University Irving Medical Center · USUniversity of California, San Francisco · US

Funding

True Metal fac coreP30ES009089 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Steven N. Chillrud · 1998 to 2026
$44.7M
Research Experience and Training Coordination CoreP42ES033719 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Ana Navas-Acien · 2022 to 2026
$11.9M
Development CoreP2CHD058486 · NICHD · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI MATTHEW J NEIDELL · 2014 to 2026
$4.3M
Public Drinking Water Contaminants and Infant Health: Advancing Environmental JusticeDP5OD031849 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI NIGRA, ANNE E · 2021 to 2025
$2.0M
Evaluating the effect of water fluoridation on adverse birth outcomesR00ES033274 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GOIN, DANA E · 2023 to 2025
$747k
NICHD NIH HHS P2C HD058486NIEHS NIH HHS P30 ES009089NIEHS NIH HHS P42 ES033719NIEHS NIH HHS R00 ES033274NIH HHS DP5 OD031849
6 · The paper itself

Abstract

backgroundAlthough the US Centers for Disease Control and Prevention (CDC) considers fluoridation of community water systems (CWSs) to be a major public health achievement responsible for reducing dental disease, recent epidemiologic evidence suggests that chronic exposure to population-relevant levels of fluoride may also be associated with adverse child neurodevelopmental outcomes. To our knowledge, a nationally representative database of CWS fluoride concentration estimates that can be readily linked to US epidemiologic cohorts for further study is not publicly available. Our objectives were to evaluate broad regional and sociodemographic inequalities in CWS fluoride concentrations across the US, and to determine if county-level racial/ethnic composition was associated with county-level CWS fluoride.

methodsWe generated CWS-level (N = 32,495) and population weighted county-level (N = 2152) fluoride concentration estimates using over 250,000 routine compliance monitoring records collected from the US Environmental Protection Agency's (EPA) Third Six Year Review (2006-2011). We compared CWS-level fluoride distributions across subgroups including region, population size served, and county sociodemographic characteristics. In county-level spatial error models, we also evaluated geometric mean ratios (GMRs) of CWS fluoride per 10% higher proportion of residents belonging to a given racial/ethnic subgroup.

results4.5% of CWSs (serving >2.9 million residents) reported mean 2006-2011 fluoride concentrations ≥1500 µg/L (the World Health Organization's guideline for drinking water quality). Arithmetic mean, 90 IMPACT STATEMENT: We find that over 2.9 million US residents are served by public water systems with average fluoride concentrations exceeding the World Health Organization's guidance limit. We also find significant inequalities in community water system fluoride concentration estimates (2006-2011) across the US, especially for Hispanic/Latino communities who also experience elevated arsenic and uranium in regulated public drinking water systems. Our fluoride estimates can be leveraged in future epidemiologic studies to assess the potential association between chronic fluoride exposure and related adverse outcomes.

Indexed as

ArsenicDrinking WaterGroundwaterChildDatabases, FactualFluoridesHumansUnited StatesArsenicDrinking WaterFluoridesDrinking waterEnvironmental justiceFluoride

Identifiers

PMID37391608
PMCPMC10756931
OpenAlexW4382751835

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.