Evidence map›Paper›PMID 36414837›Full record

ReviewCognitive, affective & behavioral neuroscience2023

Racial disparities in EEG research and their implications for our understanding of the maternal brain.

Francesca Penner, Kathryn M Wall, Kathleen W Guan, Helen J Huang, Lietsel Richardson, Angel S Dunbar, Ashley M Groh, Helena J V Rutherford

Open access · bronzeAbstract readReview
In one paragraph

Review in Cognitive, affective & behavioral neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
6.7field-weighted citation impact, top 3% 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

20 citing papers in PubMed, 30 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Review
  8. Social Determinants of Health and Early Brain Development.Pediatric clinics of North America · 2025
    Review
  9. Article
  10. Article
  11. A Call to Integrate Measures of Environmental Context into Research on Maternal Brain Health.International journal of environmental research and public health · 2025
    Review
  12. Article
  13. Protective role of parenthood on age-related brain function in mid- to late-life.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Bioethical and critical consciousness in clinical translational neuroscience.Journal of clinical and translational science · 2025
    Review
  19. Article
  20. Non-invasive brain imaging to advance the understanding of human balance.Current opinion in biomedical engineering · 2023
    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

8 authors at 4 institutions in 1 country.

Francesca PennerYale Child Study Center, Yale University, New Haven, CT, USA.
Kathryn M WallYale Child Study Center, Yale University, New Haven, CT, USA.
Kathleen W GuanYale Child Study Center, Yale University, New Haven, CT, USA.
Helen J HuangMechanical and Aerospace Engineering, University of Central Florida, Orlando, FL, USA.
Lietsel RichardsonBurnett School of Biomedical Sciences, University of Central Florida, Orlando, FL, USA.
Angel S DunbarDepartment of African American Studies, University of Maryland, College Park, MD, USA.
Ashley M GrohDepartment of Psychological Sciences, University of Missouri, Columbia, MO, USA.
Helena J V RutherfordYale Child Study Center, Yale University, New Haven, CT, USA. helena.rutherford@yale.edu.ORCID 0000-0001-8680-1535
Yale University · USUniversity of Central Florida · USUniversity of Maryland, College Park · USUniversity of Missouri · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
TRAINING PROGRAM IN CHILDHOOD NEUROPSYCHIATRIC DISORDERST32MH018268 · NIMH · YALE UNIVERSITY · PI Michael H Bloch, MICHAEL J CROWLEY · 1985 to 2026
$11.0M
Adaptation of brain and body responses to perturbations during gait in young and older adultsR01AG054621 · NIA · UNIVERSITY OF CENTRAL FLORIDA · PI HUANG, HELEN J · 2017 to 2021
$1.5M
NIA NIH HHS R01 AG054621NIMH NIH HHS T32 MH018268
6 · The paper itself

Abstract

Racial disparities in maternal health are alarming and persistent. Use of electroencephalography (EEG) and event-related potentials (ERPs) to understand the maternal brain can improve our knowledge of maternal health by providing insight into mechanisms underlying maternal well-being, including implications for child development. However, systematic racial bias exists in EEG methodology-particularly for Black individuals-and in psychological and health research broadly. This paper discusses these biases in the context of EEG/ERP research on the maternal brain. First, we assess the racial/ethnic diversity of existing ERP studies of maternal neural responding to infant/child emotional expressions, using papers from a recent meta-analysis, finding that the majority of mothers represented in this research are of White/European ancestry and that the racially and ethnically diverse samples that are present are limited in terms of geography. Therefore, our current knowledge base in this area may be biased and not generalizable across racially diverse mothers. We outline factors underlying this problem, beginning with the racial bias in EEG equipment that systematically excludes individuals of African descent, and also considering factors specific to research with mothers. Finally, we highlight recent innovations to EEG hardware to better accommodate diverse hairstyles and textures, and other important steps to increase racial and ethnic representativeness in EEG/ERP research with mothers. We urge EEG/ERP researchers who study the maternal brain-including our own research group-to take action to increase racial diversity so that this research area can confidently inform understanding of maternal health and contribute to minimizing maternal health disparities.

Indexed as

MothersRacial GroupsBrainChildElectroencephalographyFemaleHumansInfantDiversityEEG/ERPInclusivityMaternal brainRacial disparitySystemic racism

Identifiers

PMID36414837
PMCPMC9684773
OpenAlexW4309674061

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.