Evidence map›Paper›PMID 40116928›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2025

Interoperability of health-related social needs data at US hospitals.

Sahil Sandhu, Michael Liu, Laura M Gottlieb, A Jay Holmgren, Lisa S Rotenstein, Matthew S Pantell

Abstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Sahil SandhuHarvard Medical School, Boston, MA 02115, United States.ORCID 0000-0001-6458-5253
Michael LiuHarvard Medical School, Boston, MA 02115, United States.
Laura M GottliebSocial Interventions Research and Evaluation Network, University of California, San Francisco, San Francisco, CA 94143, United States.ORCID 0000-0003-2669-4066
A Jay HolmgrenDivision of Clinical Informatics and Digital Transformation, University of California, San Francisco, San Francisco, CA 94118, United States.ORCID 0000-0002-7939-6831
Lisa S RotensteinDivision of Clinical Informatics and Digital Transformation, University of California, San Francisco, San Francisco, CA 94118, United States.
Matthew S PantellSocial Interventions Research and Evaluation Network, University of California, San Francisco, San Francisco, CA 94143, United States.

Funding

AHRQ HHS 1K08HS028473-01A1AHRQ HHS 1P30HS029762AHRQ HHS K08 HS028473AHRQ HHS P30 HS029762National Institutes of Health Loan Repayment 9L40HD106442-02A1NICHD NIH HHS L40 HD106442NIH HHS 9L40HD106442-02A1Society for Pediatric Research BridgingSociety for Pediatric Research Bridging to Success
6 · The paper itself

Abstract

objectiveTo measure hospital engagement in interoperable exchange of health-related social needs (HRSN) data. MATERIALS AND

methodsThis study combined national data from the 2022 American Hospital Association (AHA) Annual Survey, AHA IT Supplement, and the Centers for Medicare and Medicaid Services Impact File. Multivariable logistic regression was used to identify hospital characteristics associated with receiving HRSN data from external organizations.

resultsOf 2502 hospitals, 61.4% reported electronically receiving HRSN data from external sources, most commonly from health information exchange organizations. Hospitals participating in accountable care organizations or patient-centered medical homes and hospitals using Epic or Cerner electronic health records (EHRs) were more likely to receive external HRSN data. In contrast, for-profit hospitals and public hospitals were less likely to participate in HRSN data exchange. DISCUSSION: Hospital ownership, participation in value-based care models, and EHR vendor capabilities are important drivers in advancing HRSN data exchange.

conclusionAdditional policy and technological support may be needed to enhance HRSN data interoperability.

Indexed as

Electronic Health RecordsHealth Information ExchangeHealth Information InteroperabilityHospitalsHumansUnited Stateselectronic health recordshealth information exchangehealth-related social needsinteroperabilitysocial determinants of health

Identifiers

PMID40116928
PMCPMC12012371

What OpenQuestion holds

Textmetadata
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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.