Evidence map›Paper›PMID 40556683›Full record

ArticleFrontiers in human neuroscience2025

Implementation of mobile EEG for resting-state and visual evoked potentials in young children in rural Ethiopia.

Theresa I Chin, Winko W An, Kalkidan Yibeltal, Firehiwot Workneh, Stephen Pihl, Sarah K G Jensen, Gellila Asmamaw, Nebiyou Fasil, Atsede Teklehaimanot, Krysten North and 4 more

Registry-linked trialAbstract read
In one paragraph

Article in Frontiers in human neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06296238 (Nutrition and Inflammation in Pregnancy), which is not on this map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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.

NCT06296238 completednot on this map

Nutrition and Inflammation in Pregnancy: Impacts on Early Human Brain Development in Ethiopia

TypeobservationalSponsorBrown UniversityRan2023 to 2024Enrolled463ConditionsPrenatal Exposure Delayed Effects
3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

14 authors.

Theresa I ChinDivision of Biology and Medicine, Warren Alpert Medical School of Brown University, Providence, RI, United States.
Winko W AnHarvard Medical School, Boston, MA, United States.
Kalkidan YibeltalDepartment of Reproductive Health and Population, Addis Continental Institute of Public Health, Addis Ababa, Ethiopia.
Firehiwot WorknehDepartment of Epidemiology and Biostatistics, Addis Continental Institute of Public Health, Addis Ababa, Ethiopia.
Stephen PihlBoston Children's Hospital, Boston, MA, United States.
Sarah K G JensenHarvard Medical School, Boston, MA, United States.
Gellila AsmamawDepartment of Epidemiology and Biostatistics, Addis Continental Institute of Public Health, Addis Ababa, Ethiopia.
Nebiyou FasilDepartment of Global Health and Health Policy, Addis Continental Institute of Public Health, Addis Ababa, Ethiopia.
Atsede TeklehaimanotCollege of Health Science, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia.
Krysten NorthHarvard Medical School, Boston, MA, United States.
Sonya V Troller-RenfreeDepartment of Human Development, Teachers College, Columbia University, New York, NY, United States.
Charles A NelsonHarvard Medical School, Boston, MA, United States.
Yemane BerhaneDepartment of Epidemiology and Biostatistics, Addis Continental Institute of Public Health, Addis Ababa, Ethiopia.
Anne Cc LeeDivision of Biology and Medicine, Warren Alpert Medical School of Brown University, Providence, RI, United States.

Funding

Genetic Analysis and Manipulation Core (GAEC)P50HD105351 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI Hisashi Umemori · 2021 to 2026
$9.4M
Nutrition and Inflammation in Pregnancy: Impacts on Early Human Brain DevelopmentR01HD106106 · NICHD · BROWN UNIVERSITY · PI Anne Shee CC Lee · 2022 to 2026
$3.5M
Effect of iodized salt in pregnancy and lactation on infant neurodevelopment in rural EthiopiaR01HD107475 · NICHD · BRIGHAM AND WOMEN'S HOSPITAL · PI SARA CHERKERZIAN, Anne Shee CC Lee · 2022 to 2026
$3.4M
NICHD NIH HHS P50 HD105351NICHD NIH HHS R01 HD106106NICHD NIH HHS R01 HD107475
6 · The paper itself

Abstract

Children living in low- and middle-income countries (LMIC) are at disproportionately higher risk of neurodevelopmental delays due to exposure to adverse biological and environmental hazards. In infancy, global developmental assessments, such as the Bayley Scales, are insensitive, do not strongly correlate with later cognitive outcomes, and require adaptation for different populations and cultural contexts. Electroencephalography (EEG) objectively measures electrical brain activity and may provide early neural markers predictive of long-term cognitive outcomes. The visual evoked potential (VEP) interrogates the efficiency of visual cortical processing and reflects neural processing speed. Mobile EEG enables the assessment of neural processing in settings where such technologies were historically inaccessible. This paper describes the experiences and lessons learned from implementing mobile EEG and VEP in rural Amhara, Ethiopia as part of the Longitudinal Infant Growth and Development (LIDG) study (NCT06296238). We describe adaptations and strategies to address and optimize data capture (e.g., dry electrode tips to improve scalp contact, tailored protocols, and adequate equipment specifications), environmental challenges (e.g., space constraints, lack of water supply, power outage) and cultural factors (e.g., hair type) unique to the study setting and population. Our formative research underscored the importance of creating awareness among community members (e.g., mothers, fathers, and religious leaders) and local clinicians to improve community engagement and buy-in. Culturally sensitive child behavior management techniques were also critical to ensure EEG completion and high data quality. With community sensitization, we had high consent rates for EEG/VEP (>90%). We completed EEG recordings within an average ± standard deviation of 20 ± 11 minutes. After data processing, approximately 90% and 70% of participants met predefined data quality thresholds for resting EEG and VEP, respectively. Implementing mobile EEG/VEP was feasible and acceptable in rural Ethiopia, with a relatively high proportion of recordings meeting quality standards.

Indexed as

electroencephalography (EEG)low- and middle-income countries (LMIC)neurodevelopmentnutritionvisual evoked potential (VEP)

Identifiers

PMID40556683
PMCPMC12186157

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Registered trials

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.