Evidence map›Paper›PMID 36403024›Full record

ArticleBMC health services research2022

Prevalence of social risk factors and social needs in a Medicaid Accountable Care Organization (ACO).

Katherine H Schiavoni, Kristy Helscel, Christine Vogeli, Anne N Thorndike, Rebecca E Cash, Carlos A Camargo, Margaret E Samuels-Kalow

Abstract read
In one paragraph

Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.

0numbers the graph read from it
0cells of the map it votes in
26citing 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

26 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Social risk factors in pediatric gastroenterology.Journal of pediatric gastroenterology and nutrition · 2026
    Article
  5. Observational
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  15. Prevalence of Health Harming Legal Needs of Patients Seeking Care in the Emergency Department.Journal of the American College of Emergency Physicians open · 2025
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Disparities in Care for Patients with Head and Neck Cancer.Surgical oncology clinics of North America · 2024
    Review
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.

Katherine H SchiavoniMass General Brigham, Population Health Management, 299 Revolution Drive, Somerville, MA, 02145, USA. kschiavoni@partners.org.ORCID http://orcid.org/0000-0002-0398-9307
Kristy HelscelMass General Brigham, Population Health Management, 299 Revolution Drive, Somerville, MA, 02145, USA.
Christine VogeliMass General Brigham, Population Health Management, 299 Revolution Drive, Somerville, MA, 02145, USA.
Anne N ThorndikeHarvard Medical School, Boston, MA, USA.
Rebecca E CashHarvard Medical School, Boston, MA, USA.
Carlos A CamargoHarvard Medical School, Boston, MA, USA.
Margaret E Samuels-KalowHarvard Medical School, Boston, MA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth-related social needs (HRSN) are associated with higher chronic disease prevalence and healthcare utilization. Health systems increasingly screen for HRSN during routine care. In this study, we compare the differential prevalence of social risk factors and social needs in a Medicaid Accountable Care Organization (ACO) and identify the patient and practice characteristics associated with reporting social needs in a different domain from social risks.

methodsCross-sectional study of patient responses to HRSN screening February 2019-February 2020. HRSN screening occurred as part of routine primary care and assessed social risk factors in eight domains and social needs by requesting resources in these domains. Participants included adult and pediatric patients from 114 primary care practices. We measured patient-reported social risk factors and social needs from the HRSN screening, and performed multivariable regression to evaluate patient and practice characteristics associated with reporting social needs and concordance to social risks. Covariates included patient age, sex, race, ethnicity, language, and practice proportion of patients with Medicaid and/or Limited English Proficiency (LEP).

resultsTwenty-seven thousand four hundred thirteen individuals completed 30,703 screenings, including 15,205 (55.5%) caregivers of pediatric patients. Among completed screenings, 13,692 (44.6%) were positive for ≥ 1 social risk factor and 2,944 (9.6%) for ≥ 3 risks; 5,861 (19.1%) were positive for social needs and 4,848 (35.4%) for both. Notably, 1,013 (6.0%) were negative for social risks but positive for social needs. Patients who did not identify as non-Hispanic White or were in higher proportion LEP or Medicaid practices were more likely to report social needs, with or without social risks. Patients who were non-Hispanic Black, Hispanic, preferred non-English languages or were in higher LEP or Medicaid practices were more likely to report social needs without accompanying social risks.

conclusionsHalf of Medicaid ACO patients screened for HRSN reported social risk factors or social needs, with incomplete overlap between groups. Screening for both social risks and social needs can identify more individuals with HRSN and increase opportunities to mitigate negative health outcomes.

Indexed as

Accountable Care OrganizationsAdultChildCross-Sectional StudiesHumansMedicaidPrevalenceRisk FactorsUnited StatesCross-sectional studiesHealth-related social needsHealth surveysPopulation health managementPrimary health care

Identifiers

PMID36403024
PMCPMC9675191

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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.