Evidence map›Paper›PMID 41645562›Full record

ReviewDevelopmental psychobiology2026

Developing Best Practices for Inclusion in fNIRS Research: Equity for Participants With Afro-Textured Hair.

Abria S Simmons, Gavkhar Abdurokhmonova, Ellie K Taylor-Robinette, Rachel R Romeo

Abstract readReview
In one paragraph

Review in Developmental psychobiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Review
  5. 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.

Abria S SimmonsUniversity of Maryland, College Park, Maryland, USA.
Gavkhar AbdurokhmonovaUniversity of Maryland, College Park, Maryland, USA.
Ellie K Taylor-RobinetteUniversity of Maryland, College Park, Maryland, USA.
Rachel R RomeoUniversity of Maryland, College Park, Maryland, USA.

Funding

Language Input as a Mechanism Underlying Socioeconomic Disparities in Neurocognitive DevelopmentR00HD103873 · NICHD · UNIV OF MARYLAND, COLLEGE PARK · PI ROMEO, RACHEL RENE · 2022 to 2024
$1.1M
NICHD NIH HHS R00 HD103873
6 · The paper itself

Abstract

Functional near-infrared spectroscopy (fNIRS) is a popular optical neuroimaging method; however, participants with Afro-textured (i.e., dark, coarse, curly) hair are often excluded due to difficulty obtaining sensor-scalp contact. Grounded in lived experience and sociocultural literature, we aimed to develop and evaluate culturally responsive best practices for participant interaction and hair preparation to increase Black participant inclusion in fNIRS research. First, we developed an intake survey, guidelines for researcher staffing and training, and a suite of customizable hair preparation techniques that prioritize participant comfort and hair integrity. We then evaluated these techniques with 19 Black participants (11 adults, eight children) with varying hair types/styles; methods included braiding cornrows around the intended optode montage, using gels and clips to part hair, and various ways of increasing tension to promote sensor-scalp contact. On average, signal quality improved by 50%, with the greatest improvements in anterior regions. While signal quality was not perfect, it was generally improved to the point of acceptability and inclusion in a racially/ethnically diverse dataset (with hair type/color as covariates). We conclude with recommendations for increasing awareness of racial bias in neuroimaging, greater diversity in research teams, and a more inclusive approach for working with diverse populations.

Indexed as

Black or African AmericanFunctional NeuroimagingHairPatient SelectionAdultChildDiversity, Equity, InclusionFemaleHumansMaleSpectroscopy, Near-InfraredYoung AdultAfro‐textured hairbest practicesfNIRSinclusion

Identifiers

PMID41645562
PMCPMC12877426

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Registered trials

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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.