Evidence map›Paper›PMID 42550509›Full record

ArticleJAMA network open2026

Epidemiology of Health-Related Social Needs Screening and Positivity in a Multistate Health System.

Bhavik P Patel, Brian Bayes, Vanessa Madden, Yingying Lu, Jaime Dircksen, Zakiya Suleiman, Ryan Berger, Lindsey Lazo, Kirtana Arcot, Daniel J Roth and 3 more

Abstract read
In one paragraph

Article in JAMA network open, 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

13 authors.

Bhavik P PatelDepartment of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Brian BayesPalliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Vanessa MaddenPalliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Yingying LuPalliative and Advanced Illness Research Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Jaime DircksenTrinity Health, Livonia, Michigan.
Zakiya SuleimanTrinity Health, Livonia, Michigan.
Ryan BergerTrinity Health, Livonia, Michigan.
Lindsey LazoTrinity Health, Livonia, Michigan.
Kirtana ArcotTrinity Health, Livonia, Michigan.
Daniel J RothTrinity Health, Livonia, Michigan.
Jaya AysolaDepartment of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Scott D HalpernDepartment of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Rachel KohnDepartment of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.

Funding

Training in Critical Care Health Policy ResearchT32HL098054 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI Scott D Halpern · 2010 to 2026
$8.2M
NHLBI NIH HHS T32 HL098054
6 · The paper itself

Abstract

Importance: Health systems increasingly screen for health-related social needs (HRSNs), which are modifiable social factors associated with health outcomes. However, screening selection biases and HRSN burdens are poorly characterized. Objective: To evaluate patient characteristics associated with HRSN screening completion, positivity, and assistance requests. Design, Setting, and Participants: This retrospective cohort study of adults with screening-eligible outpatient or inpatient encounters in a 22-state, 92-hospital system was performed from January 1, 2020, to November 30, 2024. Data were analyzed from June 7, 2025, to February 4, 2026. Exposure: Patient sociodemographic characteristics. Main Outcomes and Measures: Unadjusted standardized mean differences and adjusted logistic regression were used to identify characteristics associated with screening completion. Multivariable regression and marginal standardization were used to identify characteristics associated with positivity for any HRSN, total HRSN burden, and assistance requests. Results: Among 1 893 331 eligible adults, 696 925 (36.8%) were 65 years or older (median age, 57 [IQR, 38-71] years), 1 138 792 (60.1%) were female, 8437 (0.4%) were American Indian or Alaska Native, 60 884 (3.2%) were Asian, 257 391 (13.6%) were Black, 4193 (0.2%) were Native Hawaiian or Other Pacific Islander, and 1 561 702 (82.5%) were White; 87 641 (4.6%) were of Hispanic or Latino ethnicity, and 916 449 (48.4%) had Medicare or Medicaid coverage. A total of 1 135 136 participants (60.0%) completed screening and 334 399 (29.5%) reported at least 1 HRSN. Unadjusted differences between screened and unscreened patients were not significant (standardized mean difference, ≤0.20). In adjusted analyses, Black patients (odds ratio [OR], 0.85; 95% CI, 0.79-0.91) and Medicaid beneficiaries (OR, 0.87; 95% CI, 0.80-0.95) had lower odds of being screened, and Hispanic or Latino patients had higher odds (OR, 1.11; 95% CI, 1.01-1.23). Outpatient underscreening was attenuated in inpatient settings for Black patients and Medicaid beneficiaries. The adjusted probabilities of any positive screen were higher among Black (absolute risk difference [ARD], 12.6%; 95% CI, 9.5%-15.7%), American Indian or Alaska Native (ARD, 10.6%; 95% CI, 9.2%-11.9%), and Native Hawaiian or Other Pacific Islander (ARD, 7.2%; 95% CI, 2.1%-12.2%) patients and among Medicare (ARD, 13.1%; 95% CI, 9.7%-16.5%) and Medicaid (ARD, 18.7%; 95% CI, 16.1%-21.2%) beneficiaries compared with White and commercially insured patients. Black patients (ARD, 9.4%; 95% CI, 6.5%-12.3%) and Medicaid beneficiaries (ARD, 16.9%; 95% CI, 16.0%-17.9%) had higher adjusted probabilities of at least 3 positive domains. Among those with at least 3 positive domains, Black patients (ARD, 21.9%; 95% CI, 16.5%-27.2%), Medicare (ARD, 7.0%; 95% CI, 5.1%-8.8%), and Medicaid (ARD, 12.2%; 95% CI, 10.9%-13.6%) beneficiaries had higher assistance requests. Conclusions and Relevance: In this cohort study across inpatient and outpatient settings, HRSN screening had a substantial reach largely free of selection. Nearly 30% of screened patients demonstrated needs, with higher rates among patients who were members of racial and ethnic minority groups and publicly insured. This study provides support for inpatient HRSN screening workflows, even as policy mandates evolve, to preserve equitable reach for patient groups with disproportionately high social needs.

Indexed as

Mass ScreeningAdultAgedAmerican Indian or Alaska NativeAsianBlack or African AmericanFemaleHispanic or LatinoHumansMaleMedicaidMiddle AgedNative Hawaiian or Pacific IslanderRetrospective StudiesUnited StatesWhite

Identifiers

PMID42550509
PMCPMC13439432

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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.