Evidence map›Paper›PMID 42148041›Full record

ReviewEnvironmental health perspectives2026

Workflow for Statistical Analysis of Environmental Mixtures.

Bonnie R Joubert, Glenn Palmer, David Dunson, Marianthi-Anna Kioumourtzoglou, Brent A Coull

Abstract readReview
In one paragraph

Review in Environmental health perspectives, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Bonnie R JoubertNational Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina 27709, United States.
Glenn PalmerDepartment of Statistical Science, Duke University, Durham, North Carolina 27708, United States.
David DunsonDepartment of Statistical Science, Duke University, Durham, North Carolina 27708, United States.
Marianthi-Anna KioumourtzoglouDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York 10032, United States.
Brent A CoullDepartment of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States.

Funding

Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI JAIME ELIZABETH HART · 1985 to 2026
$44.6M
Statistical Services and Methods Development ResourceU2CES026555 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI GENNINGS, CHRIS · 2015 to 2025
$26.4M
Spatial patterns of metals and metal mixtures in drinking waterP42ES030990 · NIEHS · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI LU, QUAN · 2020 to 2024
$8.3M
NIEHS NIH HHS P30 ES000002NIEHS NIH HHS P42 ES030990NIEHS NIH HHS U2C ES026555
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Environmental ExposureEnvironmental PollutantsWorkflowData Interpretation, StatisticalHumansEnvironmental Pollutants

Identifiers

PMID42148041
PMCPMC13151037

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.