Evidence map›Paper›PMID 37022726›Full record

ArticleEnvironmental health perspectives2023

Evaluating Chemical Mixtures in Epidemiological Studies to Inform Regulatory Decisions.

David A Savitz, Anne M Hattersley

Open access · diamondAbstract read
In one paragraph

Article in Environmental health perspectives, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
4.4field-weighted citation impact, top 5% 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

18 citing papers in PubMed, 28 citations in OpenAlex.

  1. Review
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  7. Association of PFAS, Metals, Phthalate and Organophosphate Metabolites with Depression Among U.S. Adults.International journal of environmental research and public health · 2026
    Article
  8. Review
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  10. Consequential (and inconsequential) environmental epidemiology.Environmental epidemiology (Philadelphia, Pa.) · 2025
    Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors at 2 institutions in 1 country.

David A SavitzDepartment of Epidemiology, Brown University School of Public Health, Brown University, Providence, Rhode Island, USA.
Anne M HattersleyGlobal Safety Surveillance and Analysis, Procter & Gamble, Cincinnati, Ohio, USA.
Brown University · USProcter & Gamble (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEpidemiological studies are increasingly going beyond the evaluation of health effects of individual chemicals to consider chemical mixtures. To our knowledge, the advantages and disadvantages of addressing chemical mixtures for informing regulatory decisions-as opposed to obtaining a more comprehensive understanding of etiology-has not been carefully considered.

objectivesWe offer a framework for the study of chemical mixtures in epidemiological research intended to inform regulatory decisions. We identify DISCUSSION: The principal advantage of considering mixtures is to obtain a more complete understanding of the role of the chemical environment as a determinant of health. Incorporating other exposures may improve the assessment of the net effect of the chemicals of interest. However, the increased complexity and potential loss of generalizability may limit the value of studies of mixtures, especially for mixtures based on mode of action or shared health outcomes. Our recommended strategy is to successively assess the marginal contribution of individual chemicals, joint effects with other specific chemicals, and hypothesis-driven evaluation of mixtures rather than applying hypothesis-free data exploration methods. Although more ambitious statistical approaches to mixtures may, in time, be helpful for guiding regulation, the authors believe conventional methods for assessing individual and combined effects of chemicals remain preferable. https://doi.org/10.1289/EHP11899.

Indexed as

Environmental ExposureEnvironmental MonitoringEnvironmental PollutionEpidemiologic StudiesRisk Assessment

Identifiers

PMID37022726
PMCPMC10078806
OpenAlexW4362658233

What OpenQuestion holds

Textmetadata
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.