Evidence map›Paper›PMID 39976964›Full record

ArticleJAMA network open2025

Inequities in the Application of Behavioral Flags for Hospitalized Pediatric Patients.

April Edwell, Jia Xin Huang, Tasce Bongiovanni, Matthew Pantell

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Racial and Demographic Differences in Use of a Trauma Center Confidential Status Policy.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2026
    Article
  2. 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

4 authors.

April EdwellDepartment of Pediatrics, University of California, San Francisco.
Jia Xin HuangDepartment of Pediatrics, University of California, San Francisco.
Tasce BongiovanniDepartment of Surgery, University of California, San Francisco.
Matthew PantellDepartment of Pediatrics, University of California, San Francisco.

Funding

Research Training in Pediatric Critical Care MedicineT32HD049303 · NICHD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI JEFFREY R FINEMAN · 2006 to 2026
$3.1M
NICHD NIH HHS T32 HD049303
6 · The paper itself

Abstract

Importance: Behavioral flags in the electronic health record (EHR) may introduce bias and perpetuate structural racism and discrimination. Descriptions of differences in the way that markers of behavioral risk are communicated will help clarify the inequities that pediatric patients and their families experience in the hospital. Objective: To assess whether racially and socioeconomically marginalized pediatric patients and families are more likely than their counterparts to be assigned a behavioral flag in their EHR. Design, Setting, and Participants: This retrospective cohort study used EHR data for pediatric patients (aged <18 years) hospitalized from June 2012 to July 2021 across care settings at the University of California, San Francisco health care facilities, an academic quaternary care hospital system that includes 2 pediatric inpatient facilities. The analysis was completed from December 29, 2022, to November 22, 2024. Main Outcome and Measures: The primary outcome of interest was any of the following behavioral flags placed in a patient's EHR: witnessed substance abuse, history of inappropriate behavior, security, violent behavior, dismissal from practice, and child protective services (CPS) hold. The primary variables were patients' race, ethnicity, insurance status, and primary language. Results: Of 55 865 pediatric encounters (52.2% among males; median patient age at the first encounter, 3 years [IQR, 0-12 years]), 236 (0.4%) had behavioral flags. Compared with encounters among patients who identified as White, encounters among patients who identified as Black or African American were more likely to have a behavioral flag (incidence rate ratio [IRR], 2.07; 95% CI, 1.32-3.25). Behavioral flags were also more likely among encounters of individuals with government insurance compared with those with private insurance (IRR, 2.60; 95% CI, 1.85-3.65). Black or African American patients younger than 1 year (IRR, 3.53; 95% CI, 1.80-6.91) and aged 1 to 7 years (IRR, 2.87; 95% CI, 1.34-6.15) had a higher likelihood of flag placement compared with their White counterparts. Conclusions and Relevance: This cohort study found significant inequities in incidence of behavioral flags in the EHR among racially and socioeconomically marginalized pediatric patients. This finding was most pronounced for Black or African American patients younger than 8 years, suggesting that this phenomenon may be a response to Black families rather than specific patient behavior.

Indexed as

Child, HospitalizedElectronic Health RecordsHealthcare DisparitiesAdolescentChildChild, PreschoolFemaleHospitalizationHumansInfantMaleRacismRetrospective StudiesSan Francisco

Identifiers

PMID39976964
PMCPMC11843364

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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.