Prevalence of Behavioral Flags in the Electronic Health Record among Black and White Patients Visiting the Emergency Department

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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 195601 eligible patients (110890 [56.7%] female patients; 113638 Black patients [58.1%]; 81963 White patients [41.9%]; median [IQR] age, 42 [28-60] years), with 426858 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

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APA

Agarwal, A. K., Seeburger, E., O’Neill, G., Nwakanma, C. C., Marsh, L. E., Soltany, K. A., … Friedman, A. B. (2023). Prevalence of Behavioral Flags in the Electronic Health Record among Black and White Patients Visiting the Emergency Department. JAMA Network Open, 6(1), E2251734. https://doi.org/10.1001/jamanetworkopen.2022.51734

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