Evidence map›Paper›PMID 42898772›Full record

ArticleInternational journal of population data science2026

Who and How Many? Using Integrated Health and Education Data to Study Early Care Experiences of Children in the US.

Quentin H Riser, Heather L Rouse, Hannah Kim, Cassandra J Dorius, Jessica Bruning, Ji Young Choi, William T Abraham

Abstract read
In one paragraph

Article in International journal of population data science, 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

7 authors.

Quentin H RiserInstitute for Research on Poverty, University of Wisconsin-Madison.
Heather L RouseHuman Development and Family Studies, Iowa State University.
Hannah KimHuman Development and Family Studies, Iowa State University.
Cassandra J DoriusHuman Development and Family Studies, Iowa State University.
Jessica BruningHuman Development and Family Studies, Iowa State University.
Ji Young ChoiHuman Development and Family Studies, Iowa State University.
William T AbrahamHuman Development and Family Studies, Iowa State University.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fragmentation across early care and education (ECE) systems in the United States obscures how many children access services and how these experiences shape school readiness. This study leverages Iowa's Integrated Data System for Decision-Making (I2D2), which links health, social determinants of health (SDOH), and education records, to provide one of the first unduplicated counts of ECE participation statewide. Drawing on a matched cohort of 27,321 children eligible for kindergarten in 2017-2018, we examine three aims: (1) describe patterns of centre-based ECE participation; (2) assess associations between child/family characteristics and participation; and (3) evaluate links between ECE and kindergarten suspensions and attendance. Results indicate that 73% of children participated in at least one ECE program prior to school entry, with substantial overlap across public and private preschool, and subsidised or unsubsidised child care. ECE participation varied as a function of poverty, race/ethnicity, maternal education, and cumulative early-life risks. ECE participation was associated with better kindergarten attendance but not suspension. Findings underscore both the promise of integrated data for advancing equity-driven research and the need for policies that target families with the greatest barriers to ECE access.

Indexed as

Child CareChild Day Care CentersEarly Intervention, EducationalChild, PreschoolFemaleHumansIowaMaleSocial Determinants of HealthUnited StatesEarly Care and EducationEducational EquityIntegrated Data SystemsSchool ReadinessSocial Determinants of Health

Identifiers

PMID42898772
PMCPMC13678713

What OpenQuestion holds

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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.