Evidence map›Paper›PMID 40168021›Full record

ArticleJAMA network open2025

Social Risk and Acute Health Care Utilization Among Insured Adults.

Morgan Clennin, Mario Schootman, Emma L Tucher, Liza M Reifler, Suma Vupputuri, Meagan Brown, John Adams, Stacie L Daugherty

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

8 authors.

Morgan ClenninInstitute for Health Research, Kaiser Permanente Colorado, Aurora.
Mario SchootmanDepartment of Medicine, College of Medicine, University of Arkansas for Medical Sciences, Little Rock.
Emma L TucherDivision of Research, Kaiser Permanente Northern California, Pasadena.
Liza M ReiflerInstitute for Health Research, Kaiser Permanente Colorado, Aurora.
Suma VupputuriMid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, Maryland.
Meagan BrownKaiser Permanente Washington Health Research Institute, Seattle.
John AdamsDepartment of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California.
Stacie L DaughertyInstitute for Health Research, Kaiser Permanente Colorado, Aurora.

Funding

Expanding Translational Research in ArkansasUL1TR003107 · NCATS · UNIV OF ARKANSAS FOR MED SCIS · PI JAMES, LAURA P · 2019 to 2023
$21.6M
Healthcare Organizational Structural Conditions and the Health of People Recently Released from PrisonR01HL164106 · NHLBI · KAISER FOUNDATION RESEARCH INSTITUTE · PI Stacie Luther Daugherty · 2022 to 2026
$4.2M
Characteristics of COVID-19 in transgender peopleR01AG066956 · NIA · EMORY UNIVERSITY · PI GOODMAN, MICHAEL · 2021 to 2025
$3.5M
Using artificially intelligent text messaging technology to improve American Heart Association's Life's Simple 7 Health Behaviors: LS7 Bot + BackupUG3HL168504 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI BULL, SHEANA S, HO, P. MICHAEL · 2023 to 2023
$796k
Risk-Based Primary Prevention of Heart FailureR21HL165376 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KHAN, SADIYA SANA · 2022 to 2023
$255k
American Heart Association-American Stroke Association 938627NCATS NIH HHS UL1 TR003107NHLBI NIH HHS L60 HL170452NHLBI NIH HHS R01 HL164106NHLBI NIH HHS R21 HL165376NHLBI NIH HHS UG3 HL168504NIA NIH HHS R01 AG066956
6 · The paper itself

Abstract

Importance: Millions of Americans are impacted by adverse social risk factors such as financial strain, housing instability, and food insecurity. A better understanding of if and how these factors are associated with acute care utilization is needed. Objective: To examine the association between exposure to social risk factors and emergency department (ED) visits and hospitalizations among a sample of insured adults. Design, Setting, and Participants: This cohort study used US health data from a national initiative that employed a multistage, stratified sampling framework across 8 regional markets of an integrated health care delivery system. Eligible participants were insured adults who responded to health surveys. Population-based samples were taken proportionate to the sex and age distribution of each market. Exposures: Validated survey questions captured social risk exposure (positive screening for financial strain, housing instability, and/or food insecurity) during the past year; across 2 survey waves (2020, 2022). Self-reported social risk was categorized into mutually exclusive risk levels, social risk vs no social risk. Main Outcomes and Measures: Primary outcome was acute health care utilization defined as time to the first event (ED visit, hospitalization) observed following the first survey completion (January 2020 to July 2023). Weighted Cox proportional hazards regression examined the association between social risk and subsequent care utilization, adjusting for demographic and clinical covariates. Results: The analytic cohort included 9785 survey respondents. The weighted cohort data (mean age, 48.4 years [95% CI, 47.9-48.9 years]) included 54.1% female respondents (95% CI, 52.3%-55.9%); 14.6% of the sample were Asian (95% CI, 13.3%-16.0%), 8.1% Black (95% CI, 7.3%-9.1%), 27.1% Hispanic (95% CI, 25.5%-28.8%), and 43.6% non-Hispanic White (95% CI, 41.2%-44.7%); and 50.3% reported exposure to 1 or more social risk factor. During the follow-up period (median [IQR], 3.48 [3.01-3.50] years), 25.4% (95% CI, 22.9%-28.1%) and 10.3% (95% CI, 8.9%-11.9%) of the cohort experienced an ED visit and hospitalization, respectively. Utilization rates varied by level of social risk exposure. Respondents who reported any social risk had a 21% higher risk of an ED visit compared with those with no social risk exposure (adjusted hazard ratio [HR], 1.21 [95% CI, 1.03-1.41]). Social risk was not associated with hospitalizations (adjusted HR, 1.05 [95% CI, 0.84-1.32]). Conclusions and Relevance: In this cohort of 9785 adults, the significant association between social risk and time to first ED event warrants future study to determine if improved social risk are associated with lower ED utilization.

Indexed as

Emergency Service, HospitalHospitalizationPatient Acceptance of Health CareAdultCohort StudiesFemaleFood InsecurityHumansInsurance, HealthMaleMiddle AgedRisk FactorsUnited States

Identifiers

PMID40168021
PMCPMC11962667

What OpenQuestion holds

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LicenceCC BY
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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.