ArticleJAMA network open2023
Prevalence of Behavioral Flags in the Electronic Health Record Among Black and White Patients Visiting the Emergency Department.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- 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 · 2026Article
- Difficult Patient Behaviors in the Hospital Setting: A Narrative Review.Journal of general internal medicine · 2026Review
- Navigating Uncertainty: Sustaining Health Equity in a Shifting Landscape.Journal of general internal medicine · 2026Article
- Teaching anti-racism at the bedside: perspectives from patients and clinician educators.BMC medical education · 2025Article
- Identifying Bias at Scale in Clinical Notes Using Large Language Models.Mayo Clinic proceedings. Digital health · 2025Article
- Redefining High Emergency Department Utilization for Sickle Cell Disease.JAMA network open · 2025Article
- Behavioral Health Flag Use by Race and Ethnicity in a Pediatric Emergency Department.JAMA network open · 2025Article
- Health Care Practitioner Bias and Access to Inpatient Rehabilitation Services Among Survivors of Violence.JAMA network open · 2025Article
- Hospital Security Searches Among Patients With Substance-Related Encounters.JAMA network open · 2025Article
- Scoping Review and Clinical Guidance: Disparities in the Care of Youth With Agitation or Aggression in the Emergency Department.JAACAP open · 2025Review
- Inequities in the Application of Behavioral Flags for Hospitalized Pediatric Patients.JAMA network open · 2025Article
- Use of Body Armor by EMS Clinicians, Workplace Violence, and Racial and Ethnic Disparities in Care.JAMA network open · 2025Article
- Racial/Ethnic differences in emergency department triage assignment among visits for substance use.PloS one · 2025Article
- Disparities Associated With Electronic Behavioral Alerts for Safety and Violence Concerns in the Emergency Department.Annals of emergency medicine · 2024Article
- A Qualitative Study of Racial, Ethnic, and Cultural Experiences of Minority Clinicians During Agitation Care in the Emergency Department.Annals of emergency medicine · 2024Article
- Sociodemographic Disparities in Queue Jumping for Emergency Department Care.JAMA network open · 2023Article
- Qualitative Perspectives of Emergency Nurses on Electronic Health Record Behavioral Flags to Promote Workplace Safety.JAMA network open · 2023Article
- Emergency department workplace violence: Clinician-endorsed strategies informing prevention mandates.Nursing outlookArticle
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Behavioral flags in the electronic health record (EHR) are designed to alert clinicians of potentially unsafe or aggressive patients. These flags may introduce bias, and understanding how they are used is important to ensure equitable care. Objective: To investigate the incidence of behavioral flags and assess whether there were differences between Black and White patients and whether the flags were associated with differences in emergency department (ED) clinical care. Design, Setting, and Participants: This was a retrospective cohort study of EHR data of adult patients (aged ≥18 years) from 3 Philadelphia, Pennsylvania, EDs within a single health system between January 1, 2017, and December 31, 2019. Secondary analyses excluded patients with sickle cell disease and high ED care utilization. Data were analyzed from February 1 to April 4, 2022. Main Outcomes and Measures: The primary outcome of interest was the presence of an EHR behavioral flag. Secondary measures included variation of flags across sex, race, age, insurance status, triage status, ED clinical care metrics (eg, laboratory, medication, and radiology orders), ED disposition (discharge, admission, or observation), and length of key intervals during ED care. Results: Participating EDs had 195 601 eligible patients (110 890 [56.7%] female patients; 113 638 Black patients [58.1%]; 81 963 White patients [41.9%]; median [IQR] age, 42 [28-60] years), with 426 858 ED visits. Among these, 683 patients (0.3%) had a behavioral flag notification in the EHR (3.5 flags per 1000 patients), and it was present for 6851 ED visits (16 flagged visits per 1000 visits). Patient differences between those with a flag and those without included male sex (56.1% vs 43.3%), Black race (71.2% vs 56.7%), and insurance status, particularly Medicaid insurance (74.5% vs 36.3%). Flag use varied across sites. Black patients received flags at a rate of 4.0 per 1000 patients, and White patients received flags at a rate of 2.4 per 1000 patients (P < .001). Among patients with a flag, Black patients, compared with White patients, had longer waiting times to be placed in a room (median [IQR] time, 28.0 [10.5-89.4] minutes vs 18.2 [7.2-75.1] minutes; P < .001), longer waiting times to see a clinician (median [IQR] time, 42.1 [18.8-105.5] minutes vs 33.3 [15.3-84.5] minutes; P < .001), and shorter lengths of stay (median [IQR] time, 274 [135-471] minutes vs 305 [154-491] minutes; P = .01). Black patients with a flag underwent fewer laboratory (eg, 2449 Black patients with 0 orders [43.4%] vs 441 White patients with 0 orders [36.7%]; P < .001) and imaging (eg, 3541 Black patients with no imaging [62.7%] vs 675 White patients with no imaging [56.2%]; P < .001) tests compared with White patients with a flag. Conclusions and Relevance: This cohort study found significant differences in ED clinical care metrics, including that flagged patients had longer wait times and were less likely to undergo laboratory testing and imaging, which was amplified in Black patients.
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