Evidence map›Paper›PMID 41916994›Full record

ArticleNature communications2026

Disparities in childhood human capital investments in the United States.

David Blazar, Michel Boudreaux, Steven Klees, Jennifer King Rice, Marvin Titus, Jiehui Zhao

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

David BlazarCollege of Education, University of Maryland, College Park, MD, USA. dblazar@umd.edu.ORCID 0000-0001-5596-1552
Michel BoudreauxSchool of Public Health, University of Maryland, College Park, MD, USA.
Steven KleesCollege of Education, University of Maryland, College Park, MD, USA.
Jennifer King RiceOffice of the President, University of Maryland, College Park, MD, USA.
Marvin TitusCollege of Education, University of Maryland, College Park, MD, USA.
Jiehui ZhaoCollege of Education, University of Maryland, College Park, MD, USA.ORCID 0000-0002-0690-9798

Funding

Spencer Foundation 202000128
6 · The paper itself

Abstract

We analyze data from 10 nationally representative surveys in the United States (2010-2023) to track public, private, and family time investments in children, all theorized to enhance human capital. Average per-child investments from birth to age 18 total $502,152 (2024 USD), with overall disparities by household income and race/ethnicity of 6% to 15%. Early childhood shows the largest gaps-often over 50%-driven mainly by housing and child care. Investment levels converge substantially around age five due to near-universal public schooling, which serves over 90% of children, compared with far lower access to publicly supported early care (roughly 25%) and housing subsidies (less than 5%). Like early childhood, though, later-childhood investments exhibit differences in the types of services and resources children from different backgrounds receive (e.g., compulsory versus compensatory education, office-based versus emergency health services, whole fruit versus fruit juice). Accounting for parent and family time-focused investments (e.g., informal educational activities, meals) narrows disparities by income and race/ethnicity when valued at a constant wage. Disparities increase 50-100% when valued at caregivers' age- and education-specific wages, likely overstating differences in the quality of family time.

Indexed as

ChildChild, PreschoolEthnicityFemaleHumansIncomeInfantInfant, NewbornMaleSocioeconomic Disparities in HealthSocioeconomic FactorsUnited States

Identifiers

PMID41916994
PMCPMC13039141

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.