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Carlson EB, Barlow MR, Palmieri PA, Shieh L, Mellman TA, Cooksey E, Parker J, Williams M, Spain DA. Performance replication of the Hospital Mental Health Risk Screen in ethnoracially diverse U.S. patients admitted through emergency care. PLoS One 2024; 19:e0311256. [PMID: 39352883 PMCID: PMC11444411 DOI: 10.1371/journal.pone.0311256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Patients admitted to hospitals after emergency care for injury or acute illness are at risk for later mental health problems. The American College of Surgeons Committee on Trauma Standards for care of injured patients call for mental health risk screening, and the Hospital Mental Health Risk Screen (HMHRS) accurately identified at-risk patients in a developmental study that included patients from five ethnoracial groups. Replication of these findings is essential, because initial positive results for predictive screens can fail to replicate if the items were strongly related to outcomes in the development sample but not in a new sample from the population the screen was intended for. STUDY DESIGN Replication of the predictive performance of the 10-item HMHRS was studied prospectively in ethnoracially diverse patients admitted after emergency care for acute illness or injury in three hospitals across the U.S. RESULTS Risk screen scores and follow-up mental health outcomes were obtained for 452 of 631 patients enrolled (72%). A cut score of 10 on the HMHRS correctly identified 79% of the patients who reported elevated levels of depression, anxiety, and PTSD symptoms two months post-admission (sensitivity) and 72% of the patients whose symptoms were not elevated (specificity). HMHRS scores also predicted well for patients with acute illness, for patients with injuries, and for patients who reported an Asian American/Pacific Islander, Black, Latinx, Multirace, or White identity. CONCLUSIONS Predictive performance of the HMHRS was strong overall and within all five ethnoracial subgroups. Routine screening could reduce suffering and health care costs, increase health and mental health equity, and foster preventive care research and implementation. The performance of the HMHRS should be studied in other countries and in other populations of recent trauma survivors, such as survivors of disaster or mass violence.
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Affiliation(s)
- Eve B Carlson
- Dissemination and Training Division, Department of Veterans Affairs, National Center for Posttraumatic Stress Disorder, VA Palo Alto Health Care System, Menlo Park, California, United States of America
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, United States of America
| | - M Rose Barlow
- Dissemination and Training Division, Department of Veterans Affairs, National Center for Posttraumatic Stress Disorder, VA Palo Alto Health Care System, Menlo Park, California, United States of America
| | - Patrick A Palmieri
- Traumatic Stress Center, Summa Health, Akron, Ohio, United States of America
| | - Lisa Shieh
- Division of Hospital Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, California, United States of America
| | - Thomas A Mellman
- Department of Psychiatry and Behavioral Sciences, Howard University College of Medicine, Washington, DC, United States of America
| | - Erika Cooksey
- Center of Excellence in Trauma and Violence Prevention, Howard University College of Medicine, Washington, DC, United States of America
| | - Jada Parker
- Department of Surgery, Howard University College of Medicine, Washington, DC, United States of America
| | - Mallory Williams
- Center of Excellence in Trauma and Violence Prevention, Howard University College of Medicine, Washington, DC, United States of America
- Department of Surgery, Howard University College of Medicine, Washington, DC, United States of America
| | - David A Spain
- Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America
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Carlson EB, Palmieri PA, Barlow MR, Macia K, Bruns BR, Shieh L, Spain DA. Development and Initial Performance of the Hospital Mental Health Risk Screen. J Am Coll Surg 2024; 238:147-156. [PMID: 38038350 PMCID: PMC10786439 DOI: 10.1097/xcs.0000000000000904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/05/2023] [Accepted: 10/02/2023] [Indexed: 12/02/2023]
Abstract
BACKGROUND Patients hospitalized after emergency care are at risk for later mental health problems such as depression, anxiety, and posttraumatic stress disorder symptoms. The American College of Surgeons Committee on Trauma standards for verification require Level I and II trauma centers to screen patients at high risk for mental health problems. This study aimed to develop and examine the performance of a novel mental health risk screen for hospitalized patients based on samples that reflect the diversity of the US population. STUDY DESIGN We studied patients admitted after emergency care to 3 hospitals that serve ethnically, racially, and socioeconomically diverse populations. We assessed risk factors during hospitalization and mental health symptoms at follow-up. We conducted analyses to identify the most predictive risk factors, selected items to assess each risk, and determined the fewest items needed to predict mental health symptoms at follow-up. Analyses were conducted for the entire sample and within 5 ethnic and racial subgroups. RESULTS Among 1,320 patients, 10 items accurately identified 75% of patients who later had elevated levels of mental health symptoms and 71% of those who did not. Screen performance was good to excellent within each of the ethnic and racial groups studied. CONCLUSIONS The Hospital Mental Health Risk Screen accurately predicted mental health outcomes overall and within ethnic and racial subgroups. If performance is replicated in a new sample, the screen could be used to screen patients hospitalized after emergency care for mental health risk. Routine screening could increase health and mental health equity and foster preventive care research and implementation.
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Affiliation(s)
- Eve B Carlson
- From the Dissemination and Training Division, National Center for Posttraumatic Stress Disorder (Carlson, Barlow, Macia), VA Palo Alto Health Care System, Department of Veterans Affairs, Menlo Park, CA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA (Carlson)
| | | | - M Rose Barlow
- From the Dissemination and Training Division, National Center for Posttraumatic Stress Disorder (Carlson, Barlow, Macia), VA Palo Alto Health Care System, Department of Veterans Affairs, Menlo Park, CA
| | - Kathryn Macia
- From the Dissemination and Training Division, National Center for Posttraumatic Stress Disorder (Carlson, Barlow, Macia), VA Palo Alto Health Care System, Department of Veterans Affairs, Menlo Park, CA
- Center for Innovation to Implementation (Macia), VA Palo Alto Health Care System, Department of Veterans Affairs, Menlo Park, CA
| | - Brandon R Bruns
- Department of Surgery, University of Maryland School of Medicine and R. Adams Cowley Shock Trauma Center, Baltimore, MD (Bruns)
| | - Lisa Shieh
- Department of Medicine, Division of Hospital Medicine (Shieh), Stanford University School of Medicine, Stanford, CA
| | - David A Spain
- Department of Surgery (Spain), Stanford University School of Medicine, Stanford, CA
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