Evidence map›Paper›PMID 41490482›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Income insufficiency impacts early brain development in infants facing increased psychosocial adversity: A network-based approach.

Haerin Chung, Carol L Wilkinson, Asher Liu, Alex Job Said, Brianna Francis, Gabriela Cañaveral, Kathleen Conroy, Helen Tager-Flusberg, Charles A Nelson

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Income insufficiency impacts early brain development in infants facing increased psychosocial adversity: A network-based approach.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  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

9 authors.

Haerin Chung *Division of Developmental Medicine, Boston Children's Hospital, Boston, MA 02115.ORCID 0000-0002-1428-5866
Carol L Wilkinson *Division of Developmental Medicine, Boston Children's Hospital, Boston, MA 02115.ORCID 0000-0002-4694-8564
Asher LiuDivision of Developmental Medicine, Boston Children's Hospital, Boston, MA 02115.ORCID 0009-0009-0339-4977
Alex Job SaidDivision of Developmental Medicine, Boston Children's Hospital, Boston, MA 02115.
Brianna FrancisDivision of Developmental Medicine, Boston Children's Hospital, Boston, MA 02115.
Gabriela CañaveralDivision of Developmental Medicine, Boston Children's Hospital, Boston, MA 02115.
Kathleen ConroyHarvard Medical School, Boston, MA 02115.
Helen Tager-FlusbergDepartment of Psychological and Brain Sciences, Boston University, Boston, MA 02115.ORCID 0000-0002-8768-5414
Charles A NelsonDivision of Developmental Medicine, Boston Children's Hospital, Boston, MA 02115.

Funding

Predicting ASD and Other Developmental Outcomes in the First Year of Life Using EEG in a Diverse Community-Based Sample (Revision)R01NS120986 · NINDS · BOSTON CHILDREN'S HOSPITAL · PI CHARLES Alexander NELSON, Helen Tager-Flusberg · 2022 to 2026
$4.9M
Molecular mechanisms of aging in the intrinsic laryngeal musclesR03DC007983 · NIDCD · UNIVERSITY OF KENTUCKY · PI MCMULLEN, COLLEEN A · 2006 to 2009
$249k
Eagles Autism Foundation (EAF) Eagles Autism FoundationHHS | NIH | National Institute of Neurological Disorders and Stroke (NINDS) R01NS120986-01A1HHS | NIH (NIH) K23DC07983NIDCD NIH HHS R03 DC007983NINDS NIH HHS R01 NS120986
6 · The paper itself

Abstract

Early adversity is associated with brain changes that negatively impact development, social-emotional functioning, and academic achievement. The multifaceted nature of adversity complicates efforts to isolate specific factors that affect brain development and developmental outcomes. In the present study, we leverage parent survey data and longitudinal electroencephalography (EEG) data collected from infants during 4-, 9-, and 12-mo well-child visits at a large hospital-based urban primary care clinic serving predominantly low-income families (293 infants, 667 EEGs). Using a network framework, we aimed to identify specific socioeconomic and psychological factors associated with differences in infant brain development. We find that mothers who report to be income insufficient were more likely to have lower educational attainment, report low-income, experience higher levels of stress, and encounter more adverse life events. Controlling for these variables, income insufficiency was specifically associated with delayed brain development in the first year of life; infants developing in a household where parents felt their income was inadequate to support the family's needs exhibited slower rates of change in alpha peak frequency, alpha power, and beta power. Together, these findings provide a framework of understanding and visualizing how early adversity impacts neurodevelopment and provides evidence for the potential utility of maternal income sufficiency as an additional screening tool to accelerate identification of populations most vulnerable and in need for early intervention.

Indexed as

BrainChild DevelopmentIncomePovertyAdultElectroencephalographyFemaleHumansInfantLongitudinal StudiesMaleMothersSocioeconomic FactorsStress, PsychologicaladversityEEGincome sufficiencyinfancyneurodevelopment

Identifiers

PMID41490482
PMCPMC12799155

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.