Evidence map›Paper›PMID 42276595›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2026

From exchange to action: how hospitals receive and use health-related social needs data from external sources.

Chelsea Richwine, Wei Chang, Bradley Iott

Abstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 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

3 authors.

Chelsea RichwineOffice of the National Coordinator for Health Information Technology, United States Department of Health and Human Services, Washington, DC, United States.ORCID 0000-0001-9558-3437
Wei ChangOffice of the National Coordinator for Health Information Technology, United States Department of Health and Human Services, Washington, DC, United States.ORCID 0000-0003-4248-3816
Bradley IottDivision of General Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, United States.ORCID 0000-0001-9784-0521

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo understand how hospitals receive and use data on patients' health-related social needs (HRSN) from external sources, and how methods of receipt relate to use. MATERIALS AND

methodsUsing 2024 nationally representative survey data on hospitals (N = 2146) we described external sources of receiving HRSN data and variation by hospital characteristics, and how methods of receipt relate to uses of data to support patient care.

resultsIn 2024, 70% of hospitals received HRSN data from external sources-via health information exchanges (HIEs) (51%), electronic health record (EHR) vendor networks (40%), national networks (36%), referral platforms (28%), other healthcare organizations (24%) and community-based organizations (20%). Large, urban, system-affiliated, non-profit and government-owned hospitals, value-based care participants, and those with an Epic EHR had higher rates of receiving HRSN data from any source compared to their counterparts. About half of hospitals reported using data received for various purposes (e.g., referrals, discharge planning). Hospitals that received data via HIEs or EHR vendor networks or directly from other organizations were more likely to use data across measured uses. Hospitals that received data via referral platform were more likely to use data for referrals, informing community needs, and population health analytics. DISCUSSION: Many hospitals receive HRSN data from external sources, often through existing connections to health information networks, which was associated with greater internal and downstream use.

conclusionEfforts to improve bi-directional exchange between health and social service organizations may enable hospitals to more effectively identify and address patients' HRSN.

Indexed as

Health Information ExchangeHospitalsDigital HealthElectronic Health RecordsHumansUnited Statesdata sharinghealth information exchangehealth information technologyHealth-related social needsinteroperabilitysocial determinants of health

Identifiers

PMID42276595
PMCPMC13580729

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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.