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Giummarra MJ, Reeder S, Williams S, Devlin A, Knol R, Ponsford J, Arnold CA, Konstantatos A, Gabbe BJ, Clarke H, Katz J, Mitchell F, Robinson E, Zatzick D. Stepped collaborative care for pain and posttraumatic stress disorder after major trauma: a randomized controlled feasibility trial. Disabil Rehabil 2024; 46:3643-3659. [PMID: 37706486 PMCID: PMC10937328 DOI: 10.1080/09638288.2023.2254235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 06/29/2023] [Accepted: 08/27/2023] [Indexed: 09/15/2023]
Abstract
PURPOSE To examine feasibility and acceptability of providing stepped collaborative care case management targeting posttraumatic stress disorder (PTSD) and pain symptoms after major traumatic injury. MATERIALS AND METHODS Participants were major trauma survivors in Victoria, Australia, at risk of persistent pain or PTSD with high baseline symptoms. Participants were block-randomized, stratified by compensation-status, to the usual care (n = 15) or intervention (n = 17) group (46% of eligible patients). The intervention was adapted from existing stepped collaborative care interventions with input from interdisciplinary experts and people with lived experience in trauma and disability. The proactive case management intervention targeted PTSD and pain management for 6-months using motivational interviewing, cognitive behavioral therapy strategies, and collaborative care. Qualitative interviews explored intervention acceptability. RESULTS Intervention participants received a median of 7 h case manager contact and reported that they valued the supportive and non-judgmental listening, and timely access to effective strategies, resources, and treatments post-injury from the case manager. Participants reported few disadvantages from participation, and positive impacts on symptoms and recovery outcomes consistent with the reduction in PTSD and pain symptoms measured at 1-, 3- and 6-months. CONCLUSIONS Stepped collaborative care was low-cost, feasible, and acceptable to people at risk of PTSD or pain after major trauma.IMPLICATIONS FOR REHABILITATIONAfter hospitalization for injury, people can experience difficulty accessing timely support to manage posttraumatic stress, pain and other concerns.Stepped case management-based interventions that provide individualized support and collaborative care have reduced posttraumatic stress symptom severity for patients admitted to American trauma centers.We showed that this model of care could be adapted to target pain and mental health in the trauma system in Victoria, Australia.The intervention was low cost, acceptable and highly valued by most participants who perceived that it helped them use strategies to better manage post-traumatic symptoms, and to access clinicians and treatments relevant to their needs.
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Affiliation(s)
- Melita J. Giummarra
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Alfred Health, Caulfield, Australia
- Central Clinical School, Monash University, Melbourne, Australia
| | - Sandra Reeder
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Central Clinical School, Monash University, Melbourne, Australia
| | - Scott Williams
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Alfred Health, Caulfield, Australia
| | - Anna Devlin
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Rose Knol
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Department of Social Work, Alfred Health, Melbourne, Australia
| | - Jennie Ponsford
- School of Psychological Sciences, Monash University, Clayton, Australia
- Monash-Epworth Rehabilitation Research Centre, Epworth Hospital, Richmond, Australia
| | - Carolyn A. Arnold
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Alfred Health, Caulfield, Australia
- Academic Board of Anaesthesia & Perioperative Medicine, School of Medicine Nursing & Health Sciences, Monash University, Clayton, Australia
| | - Alex Konstantatos
- Department of Anaesthesia, The Alfred Hospital, Melbourne, Australia
| | - Belinda J. Gabbe
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Health Data Research UK, Swansea University Medical School, Singleton Park, Swansea University, Swansea, UK
| | - Hance Clarke
- Department of Anaesthesia and Pain Management, Toronto General Hospital, University Health Network, Toronto, Canada
- Department of Anaesthesiology and Pain Medicine, University of Toronto, Toronto, Canada
- Transitional Pain Service, Toronto General Hospital, University Health Network, Toronto, Canada
| | - Joel Katz
- Department of Anaesthesia and Pain Management, Toronto General Hospital, University Health Network, Toronto, Canada
- Department of Anaesthesiology and Pain Medicine, University of Toronto, Toronto, Canada
- Transitional Pain Service, Toronto General Hospital, University Health Network, Toronto, Canada
- Department of Psychology, York University, Toronto, Canada
| | - Fiona Mitchell
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Patient and Carer Coinvestigators with Lived Experience of Trauma, Australia
| | - Elizabeth Robinson
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Patient and Carer Coinvestigators with Lived Experience of Trauma, Australia
| | - Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of WA School of Medicine, Seattle, WA, USA
- Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle, WA, USA
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Walsh K, Short N, Ji YY, An XM, Witkemper KD, Lechner M, Bell K, Black J, Buchanan J, Ho J, Reed G, Platt M, Riviello R, Martin SL, Liberzon I, Rauch SAM, Bollen K, McLean SA. Development of a brief bedside tool to screen women sexual assault survivors for risk of persistent posttraumatic stress six months after sexual assault. J Psychiatr Res 2024; 174:54-61. [PMID: 38615545 PMCID: PMC11151166 DOI: 10.1016/j.jpsychires.2024.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 03/31/2024] [Accepted: 04/03/2024] [Indexed: 04/16/2024]
Abstract
This study aims to develop and validate a brief bedside tool to screen women survivors presenting for emergency care following sexual assault for risk of persistent elevated posttraumatic stress symptoms (PTSS) six months after assault. Participants were 547 cisgender women sexual assault survivors who presented to one of 13 sexual assault nurse examiner (SANE) programs for medical care within 72 h of a sexual assault and completed surveys one week and six months after the assault. Data on 222 potential predictors from the SANE visit and the week one survey spanning seven broadly-defined risk factor domains were candidates for inclusion in the screening tool. Elevated PTSS six months after assault were defined as PCL-5 > 38. LASSO logistic regression was applied to 20 randomly selected bootstrapped samples to evaluate variable importance. Logistic regression models comprised of the top 10, 20, and 30 candidate predictors were tested in 10 cross-validation samples drawn from 80% of the sample. The resulting instrument was validated in the remaining 20% of the sample. AUC of the finalized eight-item prediction tool was 0.77 and the Brier Score was 0.19. A raw score of 41 on the screener corresponds to a 70% risk of elevated PTSS at 6 months. Similar performance was observed for elevated PTSS at one year. This brief, eight-item risk stratification tool consists of easy-to-collect information and, if validated, may be useful for clinical trial enrichment and/or patient screening.
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Affiliation(s)
- Kate Walsh
- Department of Psychology, University of Wisconsin-Madison, Madison, WI, USA; Department of Gender & Women's Studies, University of Wisconsin-Madison, Madison, WI, USA
| | - Nicole Short
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Anesthesiology, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychology, University of Nevada, Las Vegas, NV, USA
| | - Yin Yao Ji
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychiatry, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Xin Ming An
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Anesthesiology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Kristen D Witkemper
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychiatry, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Megan Lechner
- University of Colorado Health Memorial Hospital, Colorado Springs, CO, USA
| | - Kathy Bell
- Tulsa Forensic Nursing, Tulsa Police Department, Tulsa, OK, USA
| | | | | | - Jeffrey Ho
- Hennepin Assault Response Team (HART), Hennepin Healthcare, Minneapolis, MN, USA
| | | | | | | | - Sandra L Martin
- Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Israel Liberzon
- Department of Psychiatry and Behavioral Sciences Texas A&M University, Bryan, TX, USA
| | - Sheila A M Rauch
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA; Veterans Affairs Atlanta Healthcare System, Atlanta, GA, USA
| | - Kenneth Bollen
- Department of Psychology and Neuroscience, Department of Sociology, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Sociology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Samuel A McLean
- Institute for Trauma Recovery, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Psychiatry, University of North Carolina at Chapel Hill, North Carolina, USA; Department of Emergency Medicine, University of North Carolina at Chapel Hill, North Carolina, USA.
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Brandolino A, Biesboer EA, Leissring M, Weber R, Timmer-Murillo S, deRoon-Cassini TA, Schroeder ME. A comparison of the psychometric properties of a person-administered vs. automated screening tool for posttraumatic stress disorder (PTSD) in traumatically injured patients. Injury 2024; 55:111507. [PMID: 38531719 DOI: 10.1016/j.injury.2024.111507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 02/08/2024] [Accepted: 03/11/2024] [Indexed: 03/28/2024]
Abstract
BACKGROUND The American College of Surgeons Committee on Trauma (ACS-CoT) mandated that trauma centers have mental health screening and referral protocols in place by 2023. This study compares the Injured Trauma Survivor Screen (ITSS) and the Automated Electronic Medical Record (EMR) Screen to assess their performance in predicting risk for posttraumatic stress disorder (PTSD) within the same sample of trauma patients to inform trauma centers' decision when selecting a tool to best fit their current clinical practice. METHODS This was a secondary analysis of three prospective cohort studies of traumatically injured patients (N = 255). The ITSS and Automated EMR Screen were compared using receiver operating characteristic curves to predict risk of subsequent PTSD development. PTSD diagnosis at 6-month follow-up was assessed using the Clinician Administered PTSD Scale for DSM-5. RESULTS Just over half the sample screened positive on the ITSS (57.7%), while 67.8% screened positive on the Automated EMR Screen. The area under the curve (AUC) for the two screens was not significantly different (ITSS AUC = 0.745 versus Automated EMR Screen AUC = 0.694, p = 0.21), similar performance in PTSD risk predication within the same general trauma population. The ITSS and Automated EMR Screen had similar sensitivities (86.5%, 89.2%), and specificities (52.5%, 40.9%) respectively at their recommended cut-off points. CONCLUSION Both screens are psychometrically comparable. Therefore, trauma centers considering screening tools for PTSD risk to comply with the ACS-CoT 2023 mandate should consider their local resources and patient population. Regardless of screen selection, screening must be accompanied by a referral process to address the identified risk.
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Affiliation(s)
- Amber Brandolino
- Data Analytics & Informatics, Comprehensive Injury Center, Medical College of Wisconsin, Milwaukee, WI, United States; Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States.
| | - Elise A Biesboer
- Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States.
| | - Morgan Leissring
- Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States.
| | - Rachel Weber
- Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States.
| | - Sydney Timmer-Murillo
- Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States.
| | - Terri A deRoon-Cassini
- Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States.
| | - Mary E Schroeder
- Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States.
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Shoyer J, Ruggiero KJ, Abu K, Birk N, Conde C, Ryan P, Knutzen T, Engstrom A, Russo J, Wang J, Zatzick DF. Engaging and following physical injury survivors at risk for developing posttraumatic stress disorder symptoms: A 25 site US national study. Injury 2024; 55:111426. [PMID: 38423897 PMCID: PMC11023765 DOI: 10.1016/j.injury.2024.111426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 01/12/2024] [Accepted: 02/11/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION Early intervention for patients at risk for Posttraumatic Stress Disorder (PTSD) relies upon the ability to engage and follow trauma-exposed patients. Recent requirements by the American College of Surgeons Committee on Trauma (College) have mandated screening and referral for patients with high levels of risk for the development of PTSD or depression. Investigations that assess factors associated with engaging and following physically injured patients may be essential in assessing outcomes related to screening, intervention, and referral. METHODS This investigation was a secondary analysis of data collected as part of a United States level I trauma center site randomized clinical trial. All 635 patients were ages ≥18 and had high PTSD symptom levels (i.e., DSM-IV PTSD Checklist score ≥35) at the time of the baseline trauma center admission. Baseline technology use, demographic, and injury characteristics were collected for patients who were followed up with over the course of the year after physical injury. Regression analyses were used to assess the associations between technology use, demographic and injury characteristics, and the attainment of follow-up outcome assessments. RESULTS Thirty-one percent of participants were missing one or more 3-, 6- or 12-month follow-up outcome assessments. Increased risk of missing one or more outcome assessments was associated with younger age (18-30 versus ≥55 Relative Risks [RR] = 1.78, 95 % Confidence Interval [CI] = 1.09, 2.91), lack of cell phone (RR = 1.32, 95 % CI = 1.01, 1.72), no internet access (RR = 1.47, 95 % CI = 1.01, 2.16), public versus private insurance (RR = 1.47, 95 % CI = 1.12, 1.92), having no chronic medical comorbidities (≥4 versus none, RR = 0.28, 95 % CI = 0.20, 0.39), and worse pre-injury mental health function (RR = 0.99, 95 % CI = 0.98, 0.99). CONCLUSIONS This multisite investigation suggests that younger and publicly insured and/or uninsured patients with barriers to cell phone and internet access may be particularly vulnerable to lapses in trauma center follow-up. Clinical research informing trauma center-based screening, intervention, and referral procedures could productively explore strategies for patients at risk for not engaging and adhering to follow-up care and outcome assessments.
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Affiliation(s)
- Jake Shoyer
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Kenneth J Ruggiero
- Departments of Nursing and Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, USA
| | - Khadija Abu
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Navneet Birk
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Cristina Conde
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Paige Ryan
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Tanya Knutzen
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Allison Engstrom
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Jin Wang
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Douglas F Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
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Birk N, Russo J, Heagerty P, Parker L, Moloney K, Bulger E, Whiteside L, Moodliar R, Engstrom A, Wang J, Palinkas L, Abu K, Zatzick D. Can Baseline Patient Clinical and Demographic Characteristics Predict Response to Early Posttraumatic Stress Disorder Interventions After Physical Injury? Psychiatry 2024; 87:134-148. [PMID: 38497603 PMCID: PMC11116057 DOI: 10.1080/00332747.2024.2323367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
OBJECTIVE A growing evidence base supports stepped care interventions for the early treatment of posttraumatic stress disorder (PTSD) after physical injury. Few investigations have examined the characteristics of patients who do and do not respond to these interventions. METHOD This investigation was a secondary analysis that used previously collected data from three randomized clinical trials of stepped care interventions (patient N = 498). The study hypothesized that a subgroup of patients would manifest persistent PTSD symptoms regardless of randomization to intervention or control conditions, and that characteristics present at the time of baseline injury hospitalization could distinguish patients who would develop persistent symptoms from potential treatment responders. Regression analyses identified baseline patient clinical and demographic characteristics that were associated with persistent PTSD symptoms over the 6-months post-injury. Additional analyses identified treatment attributes of intervention patients who were and were not likely to demonstrate persistent symptoms. RESULTS A substantial subgroup of patients (n = 222, 44.6%) demonstrated persistent PTSD symptoms over time. Greater numbers of pre-injury trauma, pre-injury PTSD symptoms, elevated early post-injury PTSD symptoms, unemployment, and non-White race identified patients with persistent symptoms. Patients with ≥3 of these baseline risk characteristics demonstrated diminished treatment responses when compared to patients with <3 characteristics. Intervention patients with ≥3 risk characteristics were less likely to engage in treatment and required greater amounts of interventionist time. CONCLUSIONS Injured trauma survivors have readily identifiable characteristics at the time of hospitalization that can distinguish responders to PTSD stepped care interventions versus patients who may be treatment refractory.
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Affiliation(s)
- Navneet Birk
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Patrick Heagerty
- Department of Biostatistics University of Washington School of Medicine, Seattle, Washington, USA
| | - Lea Parker
- Department of Psychology Drexel University College of Arts and Sciences, Philadelphia, Pennsylvania, USA
| | - Kathleen Moloney
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Eileen Bulger
- Department of Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Lauren Whiteside
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington, USA
| | - Rddhi Moodliar
- Department of Psychology, University of California, Los Angeles, California, USA
| | - Allison Engstrom
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Jin Wang
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Lawrence Palinkas
- Department of Public Health and Longevity Science, University of California, San Diego, California, USA
| | - Khadijah Abu
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
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Bird CM, Kate Webb E, Cole SW, Tomas CW, Knight JM, Timmer-Murillo SC, Larson CL, deRoon-Cassini TA, Torres L. Experiences of racial discrimination and adverse gene expression among black individuals in a level 1 trauma center sample. Brain Behav Immun 2024; 116:229-236. [PMID: 38070623 PMCID: PMC10872243 DOI: 10.1016/j.bbi.2023.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 11/28/2023] [Accepted: 12/04/2023] [Indexed: 12/19/2023] Open
Abstract
Up to 40 % of individuals who sustain traumatic injuries are at risk for posttraumatic stress disorder (PTSD) and the conditional risk for developing PTSD is even higher for Black individuals. Exposure to racial discrimination, including at both interpersonal and structural levels, helps explain this health inequity. Yet, the relationship between racial discrimination and biological processes in the context of traumatic injury has yet to be fully explored. The current study examined whether racial discrimination is associated with a cumulative measure of biological stress, the gene expression profile conserved transcriptional response to adversity (CTRA), in Black trauma survivors. Two-weeks (T1) and six-months (T2) post-injury, Black participants (N = 94) provided a blood specimen and completed assessments of lifetime racial discrimination and PTSD symptoms. Mixed effect linear models evaluated the relationship between change in CTRA gene expression and racial discrimination while adjusting for age, gender, body mass index (BMI), smoking history, heavy alcohol use history, and trauma-related variables (mechanism of injury, lifetime trauma). Results revealed that for individuals exposed to higher levels of lifetime racial discrimination, CTRA significantly increased between T1 and T2. Conversely, CTRA did not increase significantly over time in individuals exposed to lower levels of lifetime racial discrimination. Thus, racial discrimination appeared to lead to a more sensitized biological profile which was further amplified by the effects of a recent traumatic injury. These findings replicate and extend previous research elucidating the processes by which racial discrimination targets biological systems.
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Affiliation(s)
| | - E Kate Webb
- McLean Hospital, Division of Depression and Anxiety Disorders, Belmont, MA USA; Harvard Medical School, Department of Psychiatry, Boston, MA USA
| | - Steven W Cole
- Cousins Center for Psychoneuroimmunology, Jane & Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA 90095, USA
| | - Carissa W Tomas
- Division of Epidemiology and Social Sciences, Institute for Health and Equity, Medical College of Wisconsin, WI, USA
| | - Jennifer M Knight
- Department of Trauma and Surgery, Medical College of Wisconsin, WI, USA
| | | | - Christine L Larson
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | | | - Lucas Torres
- Department of Psychology, Marquette University, Milwaukee, WI, USA
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Abu K, Bedard-Gilligan M, Moodliar R, Bulger EM, Hernandez A, Knutzen T, Shoyer J, Birk N, Conde C, Engstrom A, Ryan P, Wang J, Russo J, Zatzick DF. Can stepped collaborative care interventions improve post-traumatic stress disorder symptoms for racial and ethnic minority injury survivors? Trauma Surg Acute Care Open 2024; 9:e001232. [PMID: 38287923 PMCID: PMC10824071 DOI: 10.1136/tsaco-2023-001232] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 01/07/2024] [Indexed: 01/31/2024] Open
Abstract
Objectives No large-scale randomized clinical trial investigations have evaluated the potential differential effectiveness of early interventions for post-traumatic stress disorder (PTSD) among injured patients from racial and ethnic minority backgrounds. The current investigation assessed whether a stepped collaborative care intervention trial conducted at 25 level I trauma centers differentially improved PTSD symptoms for racial and ethnic minority injury survivors. Methods The investigation was a secondary analysis of a stepped wedge cluster randomized clinical trial. Patients endorsing high levels of distress on the PTSD Checklist (PCL-C) were randomized to enhanced usual care control or intervention conditions. Three hundred and fifty patients of the 635 randomized (55%) were from non-white and/or Hispanic backgrounds. The intervention included care management, cognitive behavioral therapy elements and, psychopharmacology addressing PTSD symptoms. The primary study outcome was PTSD symptoms assessed with the PCL-C at 3, 6, and 12 months postinjury. Mixed model regression analyses compared treatment effects for intervention and control group patients from non-white/Hispanic versus white/non-Hispanic backgrounds. Results The investigation attained between 75% and 80% 3-month to 12-month follow-up. The intervention, on average, required 122 min (SD=132 min). Mixed model regression analyses revealed significant changes in PCL-C scores for non-white/Hispanic intervention patients at 6 months (adjusted difference -3.72 (95% CI -7.33 to -0.10) Effect Size =0.25, p<0.05) after the injury event. No significant differences were observed for white/non-Hispanic patients at the 6-month time point (adjusted difference -1.29 (95% CI -4.89 to 2.31) ES=0.10, p=ns). Conclusion In this secondary analysis, a brief stepped collaborative care intervention was associated with greater 6-month reductions in PTSD symptoms for non-white/Hispanic patients when compared with white/non-Hispanic patients. If replicated, these findings could serve to inform future American College of Surgeon Committee on Trauma requirements for screening, intervention, and referral for PTSD and comorbidities. Level of evidence Level II, secondary analysis of randomized clinical trial data reporting a significant difference. Trial registration number NCT02655354.
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Affiliation(s)
- Khadija Abu
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Michelle Bedard-Gilligan
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Rddhi Moodliar
- Department of Psychology, University of California Los Angeles, Los Angeles, California, USA
| | - Eileen M Bulger
- Department of Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Alexandra Hernandez
- Department of Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Tanya Knutzen
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Jake Shoyer
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Navneet Birk
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Cristina Conde
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Allison Engstrom
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Paige Ryan
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Jin Wang
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Joan Russo
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Douglas F Zatzick
- Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
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8
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Knutzen T, Bulger E, Iles-Shih M, Hernandez A, Engstrom A, Whiteside L, Birk N, Abu K, Shoyer J, Conde C, Ryan P, Wang J, Russo J, Heagerty P, Palinkas L, Zatzick D. Stepped collaborative care versus American College of Surgeons Committee on Trauma required screening and referral for posttraumatic stress disorder: Clinical trial protocol. Contemp Clin Trials 2024; 136:107380. [PMID: 37952714 PMCID: PMC11025340 DOI: 10.1016/j.cct.2023.107380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 10/13/2023] [Accepted: 11/03/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND Each year in the US, approximately 1.5-2.5 million individuals are so severely injured that they require inpatient hospital admissions. The American College of Surgeons Committee on Trauma (College) now requires that trauma centers have in place protocols to identify and refer hospitalized patients at risk injury psychological sequelae. Literature review revealed no investigations that have identified optimal screening, intervention, and referral procedures in the wake of the College requirement. METHODS The single-site pragmatic trial investigation will individually randomize 424 patients (212 intervention and 212 control) to a brief stepped care intervention versus College required mental health screening and referral control conditions. Blinded follow-up interviews at 1-, 3-, 6-, and 12-months post-injury will assess the symptoms of PTSD and related comorbidity for all patients. The emergency department information exchange (EDIE) will be used to capture population-level automated emergency department and inpatient utilization data for the intent-to-treat sample. The investigation aims to test the primary hypotheses that intervention patients will demonstrate significant reductions in PTSD symptoms and emergency department/inpatient utilization when compared to control patients. The study incorporates a Rapid Assessment Procedure-Informed Clinical Ethnography (RAPICE) implementation process assessment. CONCLUSIONS The overarching goal of the investigation is to advance the sustainable delivery of high-quality trauma center mental health screening, intervention, and referral procedures for diverse injury survivors. An end-of-study policy summit will harness pragmatic trial data to inform the capacity for US trauma centers to implement high-quality acute care mental health screening, intervention and referral services for diverse injured patient populations. TRIAL REGISTRATION Clinicaltrials.govNCT05632770.
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Affiliation(s)
- Tanya Knutzen
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Eileen Bulger
- Department of Surgery, University of Washington School of Medicine, Seattle, USA.
| | - Matt Iles-Shih
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Alexandra Hernandez
- Department of Surgery, University of Washington School of Medicine, Seattle, USA.
| | - Allison Engstrom
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Lauren Whiteside
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington, USA.
| | - Navneet Birk
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Khadija Abu
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Jake Shoyer
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Cristina Conde
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Paige Ryan
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Jin Wang
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
| | - Patrick Heagerty
- Department of Biostatistics, University of Washington School of Public Health, Seattle, USA.
| | - Larry Palinkas
- Herbert Wertheim School of Public Health and Longevity Science, University of California, San Diego, USA.
| | - Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA.
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9
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Espeleta HC, Litvitskiy NS, Higgins K, Ridings LE, Bravoco O, Jones S, Ruggiero KJ, Davidson T. Implementation of a stepped care program to address posttraumatic stress disorder and depression in a Level II trauma center. Injury 2023; 54:110922. [PMID: 37422365 PMCID: PMC10528678 DOI: 10.1016/j.injury.2023.110922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 06/12/2023] [Accepted: 06/27/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND The Trauma Resilience and Recovery Program (TRRP) is a technology enhanced model of care that includes education, screening, and service referrals to address posttraumatic stress disorder and depression following traumatic injury. TRRP has shown high rates of engagement at a Level I trauma center, but Level II centers have fewer resources and face more challenges to addressing patients' mental health needs. METHODS We utilized clinical administrative data to examine engagement in TRRP in a Level II trauma center with 816 adult trauma activation patients. RESULTS Most patients (86%) enrolled in TRRP, but only 30% completed screens during a 30-day follow-up call. Three-quarters of patients who endorsed clinically significant symptoms accepted treatment recommendations/referrals. CONCLUSIONS Engagement at each step of the model was lower than previously reported in a Level I center. Differences likely correspond to lower rates of mental health symptoms in the trauma patients at this setting. We discuss program adaptations that may be needed to improve patient engagement.
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Affiliation(s)
- Hannah C Espeleta
- College of Nursing, Medical University of South Carolina, 99 Jonathan Lucas Street Charleston, SC 29425, USA.
| | - Nicole S Litvitskiy
- College of Nursing, Medical University of South Carolina, 99 Jonathan Lucas Street Charleston, SC 29425, USA
| | - Kristen Higgins
- College of Nursing, Medical University of South Carolina, 99 Jonathan Lucas Street Charleston, SC 29425, USA
| | - Leigh E Ridings
- College of Nursing, Medical University of South Carolina, 99 Jonathan Lucas Street Charleston, SC 29425, USA
| | - Olivia Bravoco
- College of Nursing, Medical University of South Carolina, 99 Jonathan Lucas Street Charleston, SC 29425, USA
| | - Seon Jones
- Trident Medical Center, 9291 Medical Plaza Dr. Suite B, Charleston, SC 29406, USA
| | - Kenneth J Ruggiero
- College of Nursing, Medical University of South Carolina, 99 Jonathan Lucas Street Charleston, SC 29425, USA
| | - Tatiana Davidson
- College of Nursing, Medical University of South Carolina, 99 Jonathan Lucas Street Charleston, SC 29425, USA
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10
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Brier ZMF, Hidalgo JE, Espeleta HC, Davidson T, Ruggiero KJ, Price M. Assessment of Traumatic Stress Symptoms During the Acute Posttrauma Period. FOCUS (AMERICAN PSYCHIATRIC PUBLISHING) 2023; 21:239-246. [PMID: 37404969 PMCID: PMC10316216 DOI: 10.1176/appi.focus.20230001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
A substantial majority of adults in the United States will experience a potentially traumatic event (PTE) in their lifetime. A considerable proportion of those individuals will go on to develop posttraumatic stress disorder (PTSD). Distinguishing between those who will develop PTSD and those who will recover, however, remains as a challenge to the field. Recent work has pointed to the increased potential of identifying individuals at greatest risk for PTSD through repeated assessment during the acute posttrauma period, the 30-day period after the PTE. Obtaining the necessary data during this period, however, has proven to be a challenge. Technological innovations such as personal mobile devices and wearable passive sensors have given the field new tools to capture nuanced in vivo changes indicative of recovery or nonrecovery. Despite their potential, there are numerous points for clinicians and research teams to consider when implementing these technologies into acute posttrauma care. The limitations of this work and considerations for future research in the use of technology during the acute posttrauma period are discussed.
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Affiliation(s)
- Zoe M F Brier
- Department of Psychological Science, University of Vermont, Burlington (Brier, Hidalgo, Price); Department of Psychiatry and Behavioral Sciences (Brier) and College of Nursing (Espeleta, Davidson, Ruggiero), Medical University of South Carolina, Charleston
| | - Johanna E Hidalgo
- Department of Psychological Science, University of Vermont, Burlington (Brier, Hidalgo, Price); Department of Psychiatry and Behavioral Sciences (Brier) and College of Nursing (Espeleta, Davidson, Ruggiero), Medical University of South Carolina, Charleston
| | - Hannah C Espeleta
- Department of Psychological Science, University of Vermont, Burlington (Brier, Hidalgo, Price); Department of Psychiatry and Behavioral Sciences (Brier) and College of Nursing (Espeleta, Davidson, Ruggiero), Medical University of South Carolina, Charleston
| | - Tatiana Davidson
- Department of Psychological Science, University of Vermont, Burlington (Brier, Hidalgo, Price); Department of Psychiatry and Behavioral Sciences (Brier) and College of Nursing (Espeleta, Davidson, Ruggiero), Medical University of South Carolina, Charleston
| | - Kenneth J Ruggiero
- Department of Psychological Science, University of Vermont, Burlington (Brier, Hidalgo, Price); Department of Psychiatry and Behavioral Sciences (Brier) and College of Nursing (Espeleta, Davidson, Ruggiero), Medical University of South Carolina, Charleston
| | - Matthew Price
- Department of Psychological Science, University of Vermont, Burlington (Brier, Hidalgo, Price); Department of Psychiatry and Behavioral Sciences (Brier) and College of Nursing (Espeleta, Davidson, Ruggiero), Medical University of South Carolina, Charleston
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11
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Feasibility of Risk Factor-Based Screening for Posttraumatic Stress Disorder in Trauma. J Trauma Nurs 2023; 30:27-33. [PMID: 36633342 DOI: 10.1097/jtn.0000000000000696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) following traumatic injury can have severe psychiatric consequences. Current recommendations from the American College of Surgeons Committee on Trauma require implementing PTSD screening but specify neither who should be screened nor how. It is unknown whether narrowed screening selection criteria could identify an acceptable proportion of patients with PTSD. OBJECTIVE This study aimed to determine the feasibility of implementing risk factor-based PTSD screening in trauma patients by evaluating the sensitivity and clinical practicality. METHODS This is a prospective diagnostic study of a consecutive series of general ward patients at an urban Level I trauma center from December 2021 to March 2022. Screening indications included (a) interpersonal injury, (b) surgery, (c) intracranial hemorrhage, (d) less than 30 years of age, or (e) clinical suspicion. The protocol was assessed by measuring the proportion of positive screens captured by only clinical suspicion to estimate sensitivity and by qualitatively evaluating barriers to implementation. RESULTS Among the 200 patients screened, the number of patients who screened positive was 51 (25.5%). Eight patients were screened on clinical suspicion alone, seven (87.5%) of whom had positive screens, compared with 44 of the 192 (22.9%) patients who were screened for indications. Thus, 7 of 51 (13.7%; 95% confidence interval: 6.8%-26.7%) patients with PTSD-level symptoms would not have been screened on the basis of their risk factors. There were also practical difficulties in implementation. CONCLUSION Limiting PTSD screening to only those injured patients with additional risk factors would have reduced overall sensitivity at our center. Consequently, we have implemented universal screening instead.
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Ortiz D, Perkins AJ, Fuchita M, Gao S, Holler E, Meagher AD, Mohanty S, French DD, Lasiter S, Khan B, Boustani M, Zarzaur B. Pre-Existing Anxiety and Depression in Injured Older Adults: An Under-Recognized Comorbidity With Major Health Implications. ANNALS OF SURGERY OPEN 2022; 3:e217. [PMID: 36590891 PMCID: PMC9780044 DOI: 10.1097/as9.0000000000000217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/25/2022] [Indexed: 01/03/2023] Open
Abstract
To compare differences in baseline depression and anxiety screenings between older injured patients with pre-existing diagnoses and those without. Background Little is known about the prevalence and impact of psychiatric comorbidities on early postinjury depression and anxiety in nonneurologically injured older adults. Methods This was a retrospective post-hoc analysis of data from the Trauma Medical Home, a multicenter randomized controlled trial (R01AG052493-01A1) that explored the effect of a collaborative care model on postinjury recovery for older adults compared to usual care. Results Nearly half of the patients screened positive for at least mild depressive symptoms as measured by the Patient Health Questionnaire-9. Forty-one percent of the patients screened positive for at least mild anxiety symptoms as measured by the Generalized Anxiety Disorder Scale. Female patients with a history of concurrent anxiety and depression, greater injury severity scores, and higher Charlson scores were more likely to have mild anxiety at baseline assessment. Patients with a history of depression only, a prior history of depression and concurrent anxiety, and higher Charlson scores (greater medical comorbidity) had greater odds of at least mild depression at the time of hospital discharge after traumatic injury. Conclusions Anxiety and depression are prevalent in the older adult trauma population, and affect women disproportionately. A dual diagnosis of depression and anxiety is particularly morbid. Mental illness must be considered and addressed with the same importance as other medical diagnoses in patients with injuries.
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Affiliation(s)
- Damaris Ortiz
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN
- Sidney and Lois Eskenazi Hospital Smith Level One Trauma Center, Indianapolis, IN
| | - Anthony J Perkins
- Center of Health Innovation and Implementation Science, Center for Translational Science and Innovation, Indianapolis, IN
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN
| | - Mikita Fuchita
- Division of Critical Care, Department of Anesthesiology, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO
| | - Sujuan Gao
- Center of Health Innovation and Implementation Science, Center for Translational Science and Innovation, Indianapolis, IN
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN
| | - Emma Holler
- Department of Epidemiology and Biostatistics, Indiana University, Bloomington, IN
| | - Ashley D Meagher
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN
- Indiana University Health, Methodist Hospital Level One Trauma Center, Indianapolis, IN
| | - Sanjay Mohanty
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN
- Indiana University Health, Methodist Hospital Level One Trauma Center, Indianapolis, IN
| | - Dustin D French
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Center for Health Services and Outcomes Research, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Veterans Affairs Health Services Research and Development Service, Chicago, IL
| | - Sue Lasiter
- School of Nursing and Health Studies, Health Sciences District, University of Missouri, Kansas City, MO
| | - Babar Khan
- Sidney and Lois Eskenazi Hospital Smith Level One Trauma Center, Indianapolis, IN
- Center of Health Innovation and Implementation Science, Center for Translational Science and Innovation, Indianapolis, IN
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
| | - Malaz Boustani
- Center of Health Innovation and Implementation Science, Center for Translational Science and Innovation, Indianapolis, IN
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
| | - Ben Zarzaur
- Department of Surgery, University of Wisconsin School of Medicine, Madison, WI
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13
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Ameratunga S, Samaranayaka A, Wyeth EH, Davie G, Lilley R, Wilson S, Kokaua J, Derrett S. Prevalence and predictors of post-traumatic stress symptoms in 2200 hospitalised and non-hospitalised injured New Zealanders. Aust N Z J Psychiatry 2022; 56:1344-1356. [PMID: 34823376 DOI: 10.1177/00048674211060747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Post-traumatic stress disorder following injuries unrelated to mass casualty events has received little research attention in New Zealand. Internationally, most studies investigating predictors of post-injury post-traumatic stress disorder focus on hospitalised patients although most survivors are not hospitalised. We compared the prevalence and predictors of symptoms suggestive of post-traumatic stress disorder 12 months following injury among hospitalised and non-hospitalised entitlement claimants in New Zealand's Accident Compensation Corporation. This government-funded universal no-fault insurance scheme replaced tort-based compensation for injuries in 1974 since when civil litigation (which can bias post-traumatic stress disorder estimates) has been rare. METHODS A total of 2220 Accident Compensation Corporation claimants aged 18-64 years recruited to the Prospective Outcomes of Injury Study were interviewed at 12 months post-injury to identify symptoms suggestive of post-traumatic stress disorder using the Impact of Events Scale. Multivariable models examined the extent to which baseline sociodemographic, injury, health status and service interaction factors predicted the risk of post-traumatic stress disorder symptoms among hospitalised and non-hospitalised groups. RESULTS Symptoms suggestive of post-traumatic stress disorder were reported by 17% of hospitalised and 12% of non-hospitalised participants. Perceived threat to life at the time of the injury doubled this risk among hospitalised (adjusted relative risk: 2.0; 95% confidence interval: 1.2-3.2) and non-hospitalised (relative risk: 1.8; 95% confidence interval: 1.2-2.8) participants. Among hospitalised participants, other predictors included female gender, Pacific and 'other' minority ethnic groups, pre-injury depressive symptoms, financial insecurity and perceived inadequacies in healthcare interactions, specifically information and time to discuss problems. Among non-hospitalised survivors, predictors included smoking, hazardous drinking, assault and poor expectations of recovery. CONCLUSION One in six hospitalised and one in eight non-hospitalised people reported post-traumatic stress disorder symptoms 12 months following injury. Perceived threat to life was a strong predictor of this risk in both groups. Identifying early predictors of post-traumatic stress disorder, regardless of whether the injury required hospitalisation, could help target tailored interventions that can reduce longer-term psychosocial morbidity.
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Affiliation(s)
- Shanthi Ameratunga
- Section of Epidemiology and Biostatistics, School of Population Health, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand.,Department of Epidemiology and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Ari Samaranayaka
- Biostatistics Centre, Division of Health Sciences, University of Otago, Dunedin, New Zealand
| | - Emma H Wyeth
- Ngāi Tahu Māori Health Research Unit, Department of Preventive and Social Medicine, University of Otago, Dunedin, New Zealand
| | - Gabrielle Davie
- Injury Prevention Research Unit, Department of Preventive and Social Medicine, University of Otago, Dunedin, New Zealand
| | - Rebbecca Lilley
- Injury Prevention Research Unit, Department of Preventive and Social Medicine, University of Otago, Dunedin, New Zealand
| | - Suzanne Wilson
- Injury Prevention Research Unit, Department of Preventive and Social Medicine, University of Otago, Dunedin, New Zealand
| | - Jesse Kokaua
- Centre for Pacific Health, Va'a o Tautai, Division of Health Sciences, University of Otago, Dunedin, New Zealand
| | - Sarah Derrett
- Ngāi Tahu Māori Health Research Unit, Department of Preventive and Social Medicine, University of Otago, Dunedin, New Zealand.,Injury Prevention Research Unit, Department of Preventive and Social Medicine, University of Otago, Dunedin, New Zealand
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14
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Nguyen J, Whiteside LK, Bulger EM, Veach L, Moloney K, Russo J, Nehra D, Wang J, Zatzick DF. Post-traumatic stress disorder (PTSD) symptoms and alcohol and drug use comorbidity at 25 US level I trauma centers. Trauma Surg Acute Care Open 2022; 7:e000913. [PMID: 35979039 PMCID: PMC9358953 DOI: 10.1136/tsaco-2022-000913] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 07/13/2022] [Indexed: 11/06/2022] Open
Abstract
Background Questions regarding the extent to which post-traumatic stress disorder (PTSD) is comorbid with alcohol and drug use are particularly germane in an era when the American College of Surgeons Committee on Trauma (ACS-COT) is considering policy requiring screening, intervention and/or referral services for patients presenting with psychological sequalae of traumatic injury. Literature review revealed few multisite trauma-center-based investigations that have assessed the association between PTSD symptoms and alcohol and drug use comorbidities in injured patients. Methods This investigation was a secondary analysis of baseline data collected prior to randomization in a 25-site trauma center pragmatic clinical trial. All 635 patients included in the investigation had elevated PTSD symptom levels at the time of trauma center admission. Self-report questionnaire screening, laboratory toxicology results, and electronic health record data were combined to assess the frequencies of alcohol, stimulant (i.e., amphetamine and cocaine), opioid and marijuana use comorbidities for injured patients. Logistic regression was used to assess the associations between demographic and injury characteristics and alcohol and drug use comorbidity. Results The frequency of patients with one or more alcohol or substance use comorbidity was between 62% and 79%. Over 50% of patients were positive for one or more alcohol or cannabis comorbidity. Approximately 26% of patients were positive for stimulants and 10% for opioid comorbidity. Discussion This multisite investigation suggests that between 62% and 79% of hospitalized injury survivors with elevated PTSD symptoms have one or more alcohol or drug use comorbidity. Orchestrated ACS-COT policy and trauma center service delivery development should incorporate the key finding that a substantial majority of patients with high levels of psychological distress (eg, elevated PTSD symptoms) may have alcohol and drug use comorbidities. Level of evidence Level II (epidemiological investigation of untreated controls from a multisite randomized clinical trial) Trial registration number NCT02655354.
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Affiliation(s)
- Jefferson Nguyen
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Lauren K Whiteside
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington, USA
| | - Eileen M Bulger
- Department of Surgery, University of Washington, Seattle, Washington, USA
| | - Laura Veach
- Department of Surgery, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Kathleen Moloney
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Deepika Nehra
- Department of Surgery, University of Washington, Seattle, Washington, USA
| | - Jin Wang
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Douglas F Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
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15
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Timmer-Murillo SC, Schramm A, deRoon-Cassini TA. Life threat during assaultive trauma: Critical posttraumatic stress disorder risk factors for injured patients. J Trauma Acute Care Surg 2022; 92:848-854. [PMID: 35468115 PMCID: PMC9181289 DOI: 10.1097/ta.0000000000003543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Rates of posttraumatic stress disorder (PTSD) among injury survivors are higher relative to the general population, supporting the need to identify those most at risk for PTSD following injury given negative impact of PTSD on recovery. Perceived life threat and assaultive trauma are consistent risk factors for subsequent PTSD development, although less work has explored them in combination. The current study evaluated whether trauma type (assaultive vs. nonassaultive) and perceived life threat, together, led to greater PTSD symptoms 1 month and 6 months postinjury. METHODS Participants included adult injured trauma survivors admitted to a level 1 trauma center. While hospitalized, perceived life threat during trauma was assessed and mechanism of injury was collected via record review and was collapsed into two categories: assaultive and nonassaultive. The Clinician-Administered PTSD Scale (Diagnostic and Statistical Manual of Mental Disorders [Fifth Edition]) was administered at 1 month (N = 137) and 6 months (N = 220) after injury. RESULTS The four symptoms clusters of PTSD (intrusions, avoidance, hyperarousal, and negative mood/cognitions) were examined using four 2 (time) × 2 (life threat) × 2 (trauma type) mixed methods analyses of variance to assess differences based on risk factors and time. Results showed significant interaction effects of life threat, trauma type, and time for intrusive symptoms and avoidance symptoms. Individuals with life threat during assaultive traumas maintained heightened intrusive symptoms across time and increased avoidance at 6 months. On the other hand, participants with either life threat or assaultive traumas had decreased symptoms at 6 months. CONCLUSION Experiencing assaultive trauma and life threat led to greater symptoms of PTSD. Individuals with assaultive traumas who experienced life threat may represent a specific at-risk group following injury. Avoidance can protract functional impairment and impede access to care, negatively impacting recovery. This study highlights a need to assess for these peritrauma factors during hospitalization and supports early intervention targeting avoidance and intrusive symptoms in this group. LEVEL OF EVIDENCE Prognostic/Epidemiologic, Level IV.
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Affiliation(s)
- Sydney C Timmer-Murillo
- From the Division of Trauma and Acute Care Surgery, Medical College of Wisconsin, Wauwatosa, Wisconsin
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16
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Kumodzi T, Kassam-Adams N, Vargas L, Reilly PM, Richmond TS. Comparison of two screeners predicting the future development of depression and posttraumatic stress disorder in Black men after serious injury. Injury 2022; 53:1678-1683. [PMID: 35042600 PMCID: PMC9086140 DOI: 10.1016/j.injury.2022.01.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 12/21/2021] [Accepted: 01/05/2022] [Indexed: 02/02/2023]
Abstract
Background To assess the predictive performance of two established, short clinical screeners in predicting the future development of post-injury depression and PTSD. Methods This was a prospective, cohort design with a 3-month follow-up. Black adult male trauma patients were enrolled at an urban, Level 1 trauma center. The Penn Richmond Screener and the Posttraumatic Adjustment Scale (PAS) were collected in-hospital. Participants were categorized as depressed using the Quick Inventory of Depressive Symptoms-Self Report and as positive for PTSD using the PTSD Check List - 5 (PCL-5) at 3-months post-discharge. Sensitivity, specificity, PPV and NPV of each screener were calculated. We used receiver operating curve (ROC) analyses to calculate the area under the curve (AUC) with 95% CI to assess predictive performance of each screener. Results A cohort of 623 hospitalized, injured Black men were enrolled during acute hospitalization. 503 participants (80.6%) were retained at 3-months and formed the analytic sample. Mean age was 36.8 years (SD 15.4), 53.1% of injuries were intentional; median injury severity score was 9. At 3 months, 35.3% had moderate to severe depression, 32.7% had significant PTSD symptoms, and 22.4% met criteria for both depression and PTSD. Penn Richmond Screener: sensitivity 0.68, specificity 0.56, and AUC 0.62 for PTSD, and sensitivity 0.64, specificity 0.63, and AUC 0.64 for depression. PAS: sensitivity 0.59, specificity 0.73, and AUC 0.66 for PTSD, and sensitivity 0.75, specificity 0.49, and AUC 0.62 for depression. Conclusions This study validated the performance of both screeners within the same population, allowing a direct comparison. Two predictive screeners, developed through different methods and in different countries, showed comparable predictive ability. These findings indicate that risk markers for adverse psychological consequences of traumatic injury share some core similarities across populations and countries.
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Affiliation(s)
- Trina Kumodzi
- Biobehavioral Health Sciences Department, School of Nursing, University of Pennsylvania, 418 Curie Blvd. Fagin Hall, Philadelphia, PA 19104 United States; Penn Injury Science Center, University of Pennsylvania, 418 Curie Blvd. Fagin Hall, Philadelphia, PA 19104 United States; Firearm Injury among Children and Teens Consortium, University of Michigan North Campus Research Complex, 2800 Plymouth Road, Ann Arbor, MI 48109, United States.
| | - Nancy Kassam-Adams
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, 13th Floor Philadelphia, PA 19146, United States; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania 2716 South Street, 13th Floor Philadelphia, PA 19146, United States.
| | - Laura Vargas
- Biobehavioral Health Sciences Department, School of Nursing, University of Pennsylvania, 418 Curie Blvd. Fagin Hall, Philadelphia, PA 19104 United States; Penn Injury Science Center, University of Pennsylvania, 418 Curie Blvd. Fagin Hall, Philadelphia, PA 19104 United States.
| | - Patrick M Reilly
- Penn Injury Science Center, University of Pennsylvania, 418 Curie Blvd. Fagin Hall, Philadelphia, PA 19104 United States; Department of Surgery, Perelman School of Medicine, University of Pennsylvania 3440 Market Street, Suite 101 Philadelphia, PA 19104, United States.
| | - Therese S Richmond
- Biobehavioral Health Sciences Department, School of Nursing, University of Pennsylvania, 418 Curie Blvd. Fagin Hall, Philadelphia, PA 19104 United States; Penn Injury Science Center, University of Pennsylvania, 418 Curie Blvd. Fagin Hall, Philadelphia, PA 19104 United States.
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Leroy A, Cottencin O, Labreuche J, Mascarel P, De Pourtales MA, Molenda S, Paget V, Lemogne C, Bougerol T, Gregory T, Chantelot C, Demarty AL, Meyer S, Warembourg F, Duhem S, Vaiva G. Four Questions Nurses Can Ask to Predict PTSD 1 Year After a Motor Vehicle Crash. J Trauma Nurs 2022; 29:70-79. [PMID: 35275108 DOI: 10.1097/jtn.0000000000000638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND The role of nurses in screening for posttraumatic stress disorder is crucial in trauma units. OBJECTIVES To create and evaluate an easy and brief tool for nurses to predict chronic posttraumatic stress disorder 1 year after a motor vehicle crash. METHODS We performed a 1-year follow-up multicenter study from 2007 to 2015, including 274 patients injured in a motor vehicle crash who were hospitalized in an orthopedic trauma unit. Nurses administered the DEPITAC questionnaire. Posttraumatic stress disorder was measured by the Post-Traumatic Stress Disorder Checklist of symptoms during the first year following the crash. A multivariable logistic regression model was implemented to select items significantly associated with posttraumatic stress disorder to improve the DEPITAC questionnaire. Predictive performance to predict posttraumatic stress disorder 1 year after the motor vehicle crash was examined for these different models. RESULTS Of 274 patients studied, a total of 75.9% completed the questionnaire at 1 year of follow-up. We found that only two questions and two simple elements of the patient's medical record (other injury or a person dying during the crash, perception of vital threat, number of children, and length of stay in trauma) predicted posttraumatic stress disorder 1 year after a motor vehicle crash. CONCLUSIONS The brevity of this evaluation, simple scoring rules, and screening test performance suggest that this new screening tool can be easily administered in the acute care setting by nurses.
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Affiliation(s)
- Arnaud Leroy
- Univ Lille, INSERM, CHU Lille, Lille Neuroscience & Cognition Centre (U-1772), Lille, France (Drs Leroy, Cottencin, and Vaiva); CHU Lille, Hôpital Fontan, Service de Psychiatrie de l'adulte, Lille, France (Drs Leroy, Molenda, Warembourg, and Vaiva, Ms Demarty, and Mr Duhem); Centre National de Ressource et de Résilience, Lille, France (Drs Leroy, Molenda, and Vaiva and Mr Duhem); CHU Lille, Hôpital Fontan, Service d'addictologie, Lille, France (Dr Cottencin); CHU-Lille Biostatistics Department, Lille, France (Mr Labreuche); CUMP Océan Indien, Etablissement Public de Santé Mentale de la Réunion, La Réunion, France (Dr Mascarel); CHU Grenoble Department of Psychiatry, Grenoble, France (Ms De Pourtales and Dr Bougerol); Department of Consultation Liaison Psychiatry, European Georges Pompidou Hospital, Paris, France (Ms De Pourtales and Dr Lemogne); Paris Aide aux Victimes, Paris, France (Ms Paget); Université de Paris, INSERM U1266, Institute de Psychiatrie et Neuroscience de Paris, France (Dr Lemogne); Service de Psychiatrie de l'adulte, AP-HP, Hôpital Hôtel-Dieu, France (Dr Lemogne); Department of orthopaedic surgery and trauma, Avicenne Hospital, APHP, university Sorbonne-Paris Nord, France (Dr Gregory); CHU-Lille Trauma Unit, University of Lille, Lille, France (Dr Chantelot); and Univ Lille, Inserm, CHU Lille, CIC1403-Clinical Investigation Center, Lille, France (Mss Demarty and Meyer and Mr Duhem)
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18
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Zafari H, Kosowan L, Zulkernine F, Signer A. Diagnosing post-traumatic stress disorder using electronic medical record data. Health Informatics J 2021; 27:14604582211053259. [PMID: 34818936 DOI: 10.1177/14604582211053259] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
This study proposes a predictive model that uses structured data and unstructured narrative notes from Electronic Medical Records to accurately identify patients diagnosed with Post-Traumatic Stress Disorder (PTSD). We utilize data from primary care clinicians participating in the Manitoba Primary Care Research Network (MaPCReN) representing 154,118 patients. A reference sample of 195 patients that had their PTSD diagnosis confirmed using a manual chart review of structured data and narrative notes, and PTSD negative patients is used as the gold standard data for model training, validation and testing. We assess structured and unstructured data from eight tables in the MaPCReN namely, patient demographics, disease case, examinations, medication, billing records, health condition, risk factors, and encounter notes. Feature engineering is applied to convert data into proper representation for predictive modeling. We explore serial and parallel mixed data models that are trained on both structured and unstructured data to identify PTSD. Model performances were calculated based on a highly skewed hold-out test dataset. The serial model that uses both structured and text data as input, yielded the highest values in sensitivity (0.77), F-measure (0.76), and AUC (0.88) and the parallel model that uses both structured and text data as the input obtained the highest positive predicted value (PPV) (0.75). Diseases such as PTSD are difficult to diagnose. Information recorded in the chart note over multiple visits of the patients with the primary care physicians has higher predictive power than structured data and combining these two data types can increase the predictive capabilities of machine learning models in diagnosing PTSD. While the deep-learning model outperformed the traditional ensemble model in processing text data, the ensemble classifier obtained better results in ingesting a combination of features obtained from both data types in the serial mixed model. The study demonstrated that unstructured encounter notes enhance a model's ability to identify patients diagnosed with PTSD. These findings can enhance quality improvement, research, and disease surveillance related to PTSD in primary care populations.
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Melita J G, Joanna F D, Alex C, Jennie P, Shanthi A, Belinda J G. An evaluation of the association between fault attribution and healthcare costs and trajectories in the first three years after transport injury. Injury 2021; 52:3309-3319. [PMID: 34593247 DOI: 10.1016/j.injury.2021.09.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 09/12/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND People with complex medical and psychosocial issues have high healthcare needs. This registry-based cohort study sought to quantify the association between external fault attribution, recorded during compensation claim lodgement, and the cost and patterns of healthcare utilisation. METHODS 6,144 survivors of transport-related major trauma between 1 July 2010 and 30 June 2016 were extracted from the Victorian State Trauma Registry (VSTR) and linked to treatment payments from the Transport Accident Commission (TAC). Associations between fault and healthcare costs were examined with Generalised Linear Regression. Healthcare trajectories were identified using Group-Based Multi-Trajectory Modelling and included medical treatments from a physician, or pain, mental health and physical therapy treatments for the first three years post-injury. Trajectories were validated against the EQ-5D-3L health status summary score using mixed linear regression. RESULTS While injury severity had the strongest association with healthcare use, people who attributed fault to another had 9% higher healthcare costs. Six multi-trajectory groups were identified: 36% had low treatments over time; 25% had a rapid decline from high medical and physical therapy by 12-months; 12% had moderate to high medical and physical therapy that declined by 2-3 years; 11% had a gradual decline in medical treatment, an early increase in physical therapy but low pain and mental health treatment; 8% had high or increasing medical and physical therapy, moderate mental health therapy and low pain treatment; and 7% had moderate-high treatment across all domains. All groups had poorer health status compared with the group with low treatment levels, and people who attributed fault to another had higher risk of following trajectories with higher levels of treatment versus the low treatment group (beta=0.34, SE=0.12, p=0.01). CONCLUSION These findings highlight the need to provide pro-active multidisciplinary care coordination for people with complex needs after injury to better optimise recovery.
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Affiliation(s)
- Giummarra Melita J
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Caulfield Pain Management and Research Centre, Caulfield Hospital, Caulfield, VIC, Australia.
| | - Dipnall Joanna F
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Collie Alex
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Ponsford Jennie
- School of Psychological Sciences, Monash University, Clayton, VIC, Australia; Monash-Epworth Rehabilitation Research Centre, Epworth Hospital, Richmond, VIC, Australia
| | - Ameratunga Shanthi
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Section of Epidemiology & Biostatistics, School of Population Health, University of Auckland, Auckland, New Zealand; Population Health Directorate, Counties Manukau District Health Board, South Auckland, New Zealand
| | - Gabbe Belinda J
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Health Data Research UK, Swansea University Medical School, Singleton Park, Swansea University, Swansea, Wales, UK, SA2 8PP
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20
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Bird CM, Webb EK, Schramm AT, Torres L, Larson C, deRoon-Cassini TA. Racial Discrimination is Associated with Acute Posttraumatic Stress Symptoms and Predicts Future Posttraumatic Stress Disorder Symptom Severity in Trauma-Exposed Black Adults in the United States. J Trauma Stress 2021; 34:995-1004. [PMID: 33715212 PMCID: PMC9123835 DOI: 10.1002/jts.22670] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 02/16/2021] [Accepted: 02/19/2021] [Indexed: 12/20/2022]
Abstract
In the United States, Black residents exposed to a traumatic event are at an increased risk of developing posttraumatic stress disorder (PTSD) and experiencing more severe symptoms compared to their non-Hispanic White counterparts. Although previous work has suggested a link between racial discrimination and PTSD symptoms, no studies have assessed this association in a sample of traumatic injury survivors. The current study investigated whether (a) past racial discrimination was associated with acute posttraumatic stress symptoms (PTSS) and (b) discrimination prospectively contributed to the prediction of future PTSD symptoms. African American and/or Black patients (N = 113) were recruited from an emergency department in southeastern Wisconsin. Patients in the acute postinjury phase (i.e., 2 weeks posttrauma) completed self-report measures, with PTSD symptoms assessed using the Clinician-Administered PTSD Scale at 6-month follow-up. Bivariate associations indicated past racial discrimination was significantly related to acute PTSS. A multiple regression analysis revealed that pretrauma exposure to racial discrimination significantly predicted PTSD symptoms at follow-up, even after controlling for age, gender, previous psychiatric diagnosis, social support, and lifetime trauma history. Our results suggest that experiences of racial discrimination add significant additional risk for PTSD symptom development following traumatic injury, R2 = .16, F(6, 106) = 3.25, p = .006. Broadly, these findings add to the body of empirical evidence and personal testimonies of Black individuals in White-centric societies asserting that racial discrimination affects mental health and overall well-being and further highlight the recent call for racism to be classified as a public health crisis.
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Affiliation(s)
- Claire M. Bird
- Department of Psychology, Marquette University, Milwaukee, Wisconsin, USA
| | - E. Kate Webb
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
| | - Andrew T. Schramm
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Lucas Torres
- Department of Psychology, Marquette University, Milwaukee, Wisconsin, USA
| | - Christine Larson
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
| | - Terri A. deRoon-Cassini
- Division of Trauma and Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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21
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Nehra D, Bulger EM, Maier RV, Moloney KE, Russo J, Wang J, Anderson K, Zatzick DF. A Prospective US National Trauma Center Study of Firearm Injury Survivors Weapon Carriage and Posttraumatic Stress Disorder Symptoms. Ann Surg 2021; 274:e364-e369. [PMID: 34225296 PMCID: PMC8434993 DOI: 10.1097/sla.0000000000005043] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To describe the demographic, injury-related, and mental health characteristics of firearm injury patients and trace firearm weapon carriage and PTSD symptoms over the year after injury. SUMMARY AND BACKGROUND DATA Based on the increasing incidence of firearm injury and need for novel injury prevention strategies, hospital-based violence intervention programs are being implemented in US trauma centers. There is limited data on the long-term outcomes and risk behaviors of firearm injury survivors to guide this work. METHODS We conducted a secondary analysis of a pragmatic 25-trauma center randomized trial (N = 635). Baseline characteristics of firearm-injured patients (N = 128) were compared with other trauma patients. Mixed model regression was used to identify risk factors for postinjury firearm weapon carriage and PTSD symptoms. RESULTS Firearm injury patients were younger and more likely to be black, male and of lower socioeconomic status, and more likely to carry a firearm in the year before injury. Relative to preinjury, there was a significant drop in firearm weapon carriage at 3- and 6-months postinjury, followed by a return to preinjury levels at 12-months. Firearm injury was significantly and independently associated with an increased risk of postinjury firearm weapon carriage [relative risk = 2.08, 95% confidence interval (1.34, 3.22), P < 0.01] and higher PTSD symptom levels [Beta = 3.82, 95% confidence interval (1.29, 6.35), P < 0.01]. CONCLUSIONS Firearm injury survivors are at risk for firearm carriage and high PTSD symptom levels postinjury. The significant decrease in the high-risk behavior of firearm weapon carriage at 3-6 months postinjury suggests that there is an important postinjury "teachable moment" that should be targeted with preventive interventions. TRIAL REGISTRATION ClinicalTrials.gov NCT02655354.
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Affiliation(s)
- Deepika Nehra
- Department of Surgery, University of Washington School of Medicine, Seattle, USA
| | - Eileen M Bulger
- Department of Surgery, University of Washington School of Medicine, Seattle, USA
| | - Ronald V Maier
- Department of Surgery, University of Washington School of Medicine, Seattle, USA
| | - Kathleen E Moloney
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Jin Wang
- Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle, USA
| | - Kristina Anderson
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
- The Koshka Foundation, Seattle, USA
| | - Douglas F Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
- Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle, USA
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22
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Giummarra MJ, Dipnall JF, Gibson G, Beck B, Gabbe BJ. Health status after penetrating major trauma in Victoria, Australia: a registry-based cohort study. Qual Life Res 2021; 30:3511-3521. [PMID: 34032955 DOI: 10.1007/s11136-021-02876-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/05/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE As few studies have examined long-term health after penetrating injury, this population-based registry study sought to assess health outcomes up to 24 months post-injury. METHODS Major trauma patients with penetrating trauma (2009-2017) were included from the Victorian State Trauma Registry (N = 1,067; 102 died, 208 were lost to follow-up). The EQ-5D-3L was used to measure health status at 6, 12 and 24-months. Mixed linear and logistic regressions were used to examine predictors of summary scores, and problems versus no problems on each health dimension. RESULTS Average health status summary scores were 0.70 (sd = 0.26) at 6 and 12 months, and 0.72 (sd = 0.26) at 24 months post-injury. Prevalence of problems was consistent over time: mobility (24-26%), self-care (17-20%), usual activities (47-50%), pain/discomfort (44-49%), and anxiety/depression (54-56%). Lower health status and reporting problems was associated with middle-older age, female sex, unemployment; pre-injury disability, comorbid conditions; and assault and firearm injury versus cutting/piercing. CONCLUSION Problems with usual activities, pain/discomfort and anxiety or depression are common after penetrating major trauma. Risk factor screening in hospital could be used to identify people at risk of poor health outcomes, and to link people at risk with services in hospital or early post-discharge to improve their longer-term health outcomes.
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Affiliation(s)
- Melita J Giummarra
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia.
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Caulfield, VIC, Australia.
| | - Joanna F Dipnall
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
- Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine , Deakin University, Geelong, VIC, Australia
| | - Georgia Gibson
- Institute for Social Neuroscience, Ivanhoe, VIC, Australia
| | - Ben Beck
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Belinda J Gabbe
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
- Health Data Research UK, Swansea University Medical School, Singleton Park, Swansea University, Swansea, UK, SA2 8PP, Wales
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23
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Zatzick D, Jurkovich G, Heagerty P, Russo J, Darnell D, Parker L, Roberts MK, Moodliar R, Engstrom A, Wang J, Bulger E, Whiteside L, Nehra D, Palinkas LA, Moloney K, Maier R. Stepped Collaborative Care Targeting Posttraumatic Stress Disorder Symptoms and Comorbidity for US Trauma Care Systems: A Randomized Clinical Trial. JAMA Surg 2021; 156:430-474. [PMID: 33688908 DOI: 10.1001/jamasurg.2021.0131] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Importance To date, few multisite investigations have evaluated early interventions for injured patients with posttraumatic stress disorder (PTSD) symptoms. Objective To simultaneously assess the effectiveness and implementation of a brief stepped collaborative care intervention targeting PTSD and comorbidity. Design, Setting, and Participants A stepped-wedge cluster randomized clinical trial was conducted at 25 US level I trauma centers. Participants included hospitalized survivors of physical injury who underwent a 2-step evaluation for PTSD symptoms. Patients reporting high levels of distress on the PTSD Checklist (PCL-C) were randomized (N = 635) per the stepped-wedge protocol to enhanced usual care control (n = 370) or intervention (n = 265) conditions. The study was conducted from January 4, 2016, through November 2018. Data analysis was performed from November 4, 2019, to December 8, 2020. Interventions The Trauma Survivors Outcomes and Support collaborative care intervention included proactive injury case management that assisted patients transitioning from hospital inpatient to outpatient and community settings. The intervention also integrated evidence-based pharmacotherapy and psychotherapeutic elements targeting PTSD symptoms and comorbidity. Main Outcomes and Measures The primary study outcome was PTSD symptoms assessed with the PCL-C at baseline in the surgical ward and at 3, 6, and 12 months postinjury. Secondary outcomes included depressive symptoms, alcohol use, and physical function. Subgroup analyses examined the effect of baseline risk factors for enduring PTSD and quality of protocol implementation on study outcomes. Primary statistical analyses were conducted using the intent-to-treat sample. Results A total of 327 men (51.5%) were included in analysis; mean (SD) age was 39.0 (14.2) years. The investigation attained follow-up of 75% to 80% of the participants at 3 to 12 months. The intervention lasted a mean (SD) of 122 (132) minutes. Mixed model regression analyses revealed statistically significant changes in PCL-C scores for intervention patients compared with control patients at 6 months (difference, -2.57; 95% CI, -5.12 to -0.03; effect size, 0.18; P < .05) but not 12 months (difference, -1.27; 95% CI, -4.26 to 1.73; effect size, 0.08; P = .35). Subgroup analyses revealed larger PTSD treatment effects for patients with 3 or more baseline risk factors for enduring PTSD and for patients, including firearm injury survivors, treated at trauma centers with good or excellent protocol implementation. Intervention effects for secondary outcomes did not attain statistical significance. Conclusions and Relevance A brief stepped collaborative care intervention was associated with significant 6-month but not 12-month PTSD symptom reductions. Greater baseline PTSD risk and good or excellent trauma center protocol implementation were associated with larger PTSD treatment effects. Orchestrated efforts targeting policy and funding should systematically incorporate the study findings into national trauma center requirements and verification criteria. Trial Registration ClinicalTrials.gov Identifier: NCT02655354.
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Affiliation(s)
- Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle.,Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle
| | - Gregory Jurkovich
- Department of Surgery, UC Davis School of Medicine, Sacramento, California
| | - Patrick Heagerty
- Department of Biostatistics, University of Washington School of Public Health, Seattle
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle
| | - Doyanne Darnell
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle
| | - Lea Parker
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle.,Department of Psychology, Drexel University College of Arts and Sciences, Philadelphia, Pennsylvania
| | - Michelle K Roberts
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle.,Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle
| | - Rddhi Moodliar
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle.,Department of Psychology, University of California, Los Angeles
| | - Allison Engstrom
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle
| | - Jin Wang
- Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle
| | - Eileen Bulger
- Department of Surgery, University of Washington School of Medicine, Seattle
| | - Lauren Whiteside
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle
| | - Deepika Nehra
- Department of Surgery, University of Washington School of Medicine, Seattle
| | - Lawrence A Palinkas
- Department of Children, Youth and Families, USC Suzanne Dworak-Peck School of Social Work, Los Angeles, California
| | - Kathleen Moloney
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle
| | - Ronald Maier
- Department of Surgery, University of Washington School of Medicine, Seattle
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24
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Hunt JC, Herrera-Hernandez E, Brandolino A, Jazinski-Chambers K, Maher K, Jackson B, Smith RN, Lape D, Cook M, Bergner C, Schramm AT, Brasel KJ, de Moya MA, deRoon-Cassini TA. Validation of the Injured Trauma Survivor Screen: An American Association for the Surgery of Trauma multi-institutional trial. J Trauma Acute Care Surg 2021; 90:797-806. [PMID: 33797497 DOI: 10.1097/ta.0000000000003079] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Psychological distress is common following a traumatic injury event. The Injured Trauma Survivor Screen (ITSS) was developed at a level 1 trauma center to assess for posttraumatic stress disorder (PTSD) and major depressive episode (MDE) following admission for a traumatic injury. The ITSS sensitivity and specificity were analyzed 1 to 3 and 6 to 9 months postinjury to test the validity across trauma centers. METHOD Four level 1 trauma centers from the East, Midwest, South, and West in the United States recruited 375 eligible adult inpatients (excluded participants included those with moderate or severe traumatic brain injury, whose injury was self-inflicted, were noncommunicative, or were non-English speaking). Baseline sample (White/Caucasian, 63.2%; male, 62.4%; mean (SD) age, 45 (17.11) years; injured by motor vehicle collision, 42.4%) measurements were conducted during index hospitalization. At first follow-up, 69.6% (n = 261) were retained; at second follow-up, 61.3% (n = 230) were retained. Measurements included the ITSS, PTSD Checklist for DSM-5, Center for Epidemiologic Studies Depression Scale-Revised, and Clinician-Administered PTSD Scaled for DSM 5. RESULTS At follow-up 1, the ITSS PTSD subscale had a sensitivity of 75% and specificity of 78.8%, and the MDE subscale had a sensitivity of 80.4% and specificity of 65.6%. At follow-up 2, the PTSD subscale had a sensitivity of 72.7% and specificity of 83.1%, and the MDE subscale had a sensitivity of 76.1% and specificity of 68.3%. A combined risk group using two symptom based measures administered at baseline produced increased specificity. CONCLUSION The nine-item ITSS continues to be an efficient and effective risk screen for PTSD and MDE following traumatic injury requiring hospitalization. This multi-institutional validation study creates a solid foundation for further exploration of the generalizability of this screen's psychometric properties in distinct populations. LEVEL OF EVIDENCE Prognostic study, level III.
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Affiliation(s)
- Joshua C Hunt
- From the Mental Health Division (J.C.H.), Milwaukee VA Medical Center, Milwaukee, Wisconsin; Division of Trauma and Acute Care Surgery, Department of Surgery (E.H.-H., A.B., K.J.-C., A.T.S., M.A.d.M., T.A.d.R.-C.), Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Psychiatry (K.M., B.J.), Virginia Commonwealth University, Richmond, Virginia; Department of Surgery (R.N.S.), School of Medicine, Emory University, Atlanta, Georgia; Department of Surgery (D.L., M.C., K.J.B.), Oregon Health & Science University, Portland, Oregon; and Comprehensive Injury Center (C.B.), Medical College of Wisconsin, Milwaukee, Wisconsin
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25
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Whiteside LK, Vrablik MC, Russo J, Bulger EM, Nehra D, Moloney K, Zatzick DF. Leveraging a health information exchange to examine the accuracy of self-report emergency department utilization data among hospitalized injury survivors. Trauma Surg Acute Care Open 2021; 6:e000550. [PMID: 33553651 PMCID: PMC7845668 DOI: 10.1136/tsaco-2020-000550] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/07/2020] [Accepted: 01/05/2021] [Indexed: 11/09/2022] Open
Abstract
Background Accurate acute care medical utilization history is an important outcome for clinicians and investigators concerned with improving trauma center care. The objective of this study was to examine the accuracy of self-report emergency department (ED) utilization compared with utilization obtained from the Emergency Department Information Exchange (EDIE) in admitted trauma surgery patients with comorbid mental health and substance use problems. Methods This is a retrospective cohort study of 169 injured patients admitted to the University of Washington’s Harborview Level I Trauma Center. Patients had high levels of post-traumatic stress disorder and depressive symptoms, suicidal ideation and alcohol comorbidity. The investigation used EDIE, a novel health technology tool that collects information at the time a patient checks into any ED in Washington and other US states. Patterns of EDIE-documented visits were described, and the accuracy of injured patients’ self-report visits was compared with EDIE-recorded visits during the course of the 12 months prior to the index trauma center admission. Results Overall, 45% of the sample (n=76) inaccurately recalled their ED visits during the past year, with 36 participants (21%) reporting less ED visits than EDIE indicated and 40 (24%) reporting more ED visits than EDIE indicated. Patients with histories of alcohol use problems and major psychiatric illness were more likely to either under-report or over-report ED health service use. Discussion Nearly half of all patients were unable to accurately recall ED visits in the previous 12 months compared with EDIE, with almost one-quarter of patients demonstrating high levels of disagreement. The improved accuracy and ease of use when compared with self-report make EDIE an important tool for both clinical and pragmatic trial longitudinal outcome assessments. Orchestrated investigative and policy efforts could further examine the benefits of introducing EDIE and other information exchanges into routine acute care clinical workflows. Level of evidence II/III. Trial registration number ClinicalTrials.gov NCT02274688.
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Affiliation(s)
- Lauren K Whiteside
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington, USA
| | - Marie C Vrablik
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington, USA
| | - Joan Russo
- Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Eileen M Bulger
- Department of Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Deepika Nehra
- Department of Surgery, University of Washington School of Medicine, Seattle, Washington, USA
| | - Kathleen Moloney
- Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
| | - Douglas F Zatzick
- Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
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26
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Meneses E, Kinslow K, McKenney M, Elkbuli A. Post-Traumatic Stress Disorder in Adult and Pediatric Trauma Populations: A Literature Review. J Surg Res 2020; 259:357-362. [PMID: 33070994 DOI: 10.1016/j.jss.2020.09.023] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 08/25/2020] [Accepted: 09/22/2020] [Indexed: 01/30/2023]
Abstract
Each year, traumatic injuries affect 2.6 million adults in the United States leading to significant health problems. Although many sequelae stem directly from physical manifestations of one's sustained injuries, mental health may also be affected in the form of post-traumatic stress disorder (PTSD). PTSD can lead to decreased physical recovery, social functioning, and quality of life. Several screening tools such as the Injured Trauma Survivor Screen, PTSD CheckList, Primary Care PTSD, and Clinician-Administered PTSD Scale for DSM-5 have been used for initial PTSD screening of the trauma patient. Early screening is important as it serves as the first step in delivering the appropriate mental health care to those in need. Factors that increase the likelihood of developing PTSD include younger age, nonwhite ethnicity, and lower socioeconomic status. Current data on male or female predominance of PTSD in trauma populations is inconsistent. Cognitive behavioral therapy, hypnosis, and psychoeducation have been used to treat symptoms of PTSD. This review discusses the impact PTSD has on the trauma patient and the need for universal screening in this susceptible population. Ultimately, trauma centers should implement such universal screening protocols as to avoid absence, or undertreatment of PTSD, both of which having longstanding consequences.
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Affiliation(s)
- Evander Meneses
- Division of Trauma and Surgical Critical Care, Department of Surgery, Kendall Regional Medical Center, Miami, Florida
| | - Kyle Kinslow
- Division of Trauma and Surgical Critical Care, Department of Surgery, Kendall Regional Medical Center, Miami, Florida
| | - Mark McKenney
- Division of Trauma and Surgical Critical Care, Department of Surgery, Kendall Regional Medical Center, Miami, Florida; Department of Surgery, University of South Florida, Tampa, Florida
| | - Adel Elkbuli
- Division of Trauma and Surgical Critical Care, Department of Surgery, Kendall Regional Medical Center, Miami, Florida.
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Salazar de Pablo G, Studerus E, Vaquerizo-Serrano J, Irving J, Catalan A, Oliver D, Baldwin H, Danese A, Fazel S, Steyerberg EW, Stahl D, Fusar-Poli P. Implementing Precision Psychiatry: A Systematic Review of Individualized Prediction Models for Clinical Practice. Schizophr Bull 2020; 47:284-297. [PMID: 32914178 PMCID: PMC7965077 DOI: 10.1093/schbul/sbaa120] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND The impact of precision psychiatry for clinical practice has not been systematically appraised. This study aims to provide a comprehensive review of validated prediction models to estimate the individual risk of being affected with a condition (diagnostic), developing outcomes (prognostic), or responding to treatments (predictive) in mental disorders. METHODS PRISMA/RIGHT/CHARMS-compliant systematic review of the Web of Science, Cochrane Central Register of Reviews, and Ovid/PsycINFO databases from inception until July 21, 2019 (PROSPERO CRD42019155713) to identify diagnostic/prognostic/predictive prediction studies that reported individualized estimates in psychiatry and that were internally or externally validated or implemented. Random effect meta-regression analyses addressed the impact of several factors on the accuracy of prediction models. FINDINGS Literature search identified 584 prediction modeling studies, of which 89 were included. 10.4% of the total studies included prediction models internally validated (n = 61), 4.6% models externally validated (n = 27), and 0.2% (n = 1) models considered for implementation. Across validated prediction modeling studies (n = 88), 18.2% were diagnostic, 68.2% prognostic, and 13.6% predictive. The most frequently investigated condition was psychosis (36.4%), and the most frequently employed predictors clinical (69.5%). Unimodal compared to multimodal models (β = .29, P = .03) and diagnostic compared to prognostic (β = .84, p < .0001) and predictive (β = .87, P = .002) models were associated with increased accuracy. INTERPRETATION To date, several validated prediction models are available to support the diagnosis and prognosis of psychiatric conditions, in particular, psychosis, or to predict treatment response. Advancements of knowledge are limited by the lack of implementation research in real-world clinical practice. A new generation of implementation research is required to address this translational gap.
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Affiliation(s)
- Gonzalo Salazar de Pablo
- Early Psychosis: Interventions and Clinical-detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, 16 De Crespigny Park, London, UK,Institute of Psychiatry and Mental Health, Department of Child and Adolescent Psychiatry, Hospital General Universitario Gregorio Marañón School of Medicine, Universidad Complutense, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERSAM, Madrid, Spain,Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Erich Studerus
- Division of Personality and Developmental Psychology, Department of Psychology, University of Basel, Basel, Switzerland
| | - Julio Vaquerizo-Serrano
- Early Psychosis: Interventions and Clinical-detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, 16 De Crespigny Park, London, UK,Institute of Psychiatry and Mental Health, Department of Child and Adolescent Psychiatry, Hospital General Universitario Gregorio Marañón School of Medicine, Universidad Complutense, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERSAM, Madrid, Spain,Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Jessica Irving
- Early Psychosis: Interventions and Clinical-detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, 16 De Crespigny Park, London, UK
| | - Ana Catalan
- Early Psychosis: Interventions and Clinical-detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, 16 De Crespigny Park, London, UK,Department of Psychiatry, Basurto University Hospital, Bilbao, Spain,Mental Health Group, BioCruces Health Research Institute, Bizkaia, Spain,Neuroscience Department, University of the Basque Country UPV/EHU, Leioa, Spain
| | - Dominic Oliver
- Early Psychosis: Interventions and Clinical-detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, 16 De Crespigny Park, London, UK
| | - Helen Baldwin
- Early Psychosis: Interventions and Clinical-detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, 16 De Crespigny Park, London, UK
| | - Andrea Danese
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK,Social, Genetic and Developmental Psychiatry Centre, King’s College London, London, UK,National and Specialist CAMHS Clinic for Trauma, Anxiety, and Depression, South London and Maudsley NHS Foundation Trust, London, UK
| | - Seena Fazel
- Department of Psychiatry, University of Oxford, Oxford, UK
| | - Ewout W Steyerberg
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, the Netherlands,Department of Public Health, Erasmus MC, Rotterdam, the Netherlands
| | - Daniel Stahl
- Biostatistics Department, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Paolo Fusar-Poli
- Early Psychosis: Interventions and Clinical-detection Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, 16 De Crespigny Park, London, UK,OASIS Service, South London and Maudsley NHS Foundation Trust, London, UK,Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy,National Institute for Health Research, Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, UK,To whom correspondence should be addressed; tel: +44-0-20-7848-0900, fax:+44-0-20-7848-0976, e-mail:
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Rosenbaum S, Stierli M, McCullagh S, Newby J, Ward PB, Harvey S, Steel Z. An open trial of the RECONNECT exercise program for NSW Police Officers with posttraumatic stress disorder or psychological injury. Health Promot J Austr 2020; 33:28-33. [PMID: 33463832 DOI: 10.1002/hpja.406] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 08/05/2020] [Accepted: 08/11/2020] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE Posttraumatic stress disorder (PTSD) and psychological injuries are debilitating health problems facing police officers. There is increasing interest in the role of exercise as an intervention. We aimed to determine the preliminary effectiveness of the RECONNECT exercise program for NSW Police Officers experiencing PTSD or psychological injury. METHODS An open trial was conducted between 2016 and 2017 across three NSW sites. RECONNECT consisted of twice weekly, supervised exercise sessions for three months. Outcomes were assessed at baseline, week 6 and week 12 (intervention completion) and included PTSD symptoms, depression, anxiety and stress, insomnia severity and alcohol use. Data were analysed using linear mixed models. RESULTS In total, n = 60 Officers were consecutively referred to the program (35% female, mean age 42.0 ± 8.9 years). The majority had a clinical diagnosis of PTSD (n = 48, 80%). A clinically significant reduction in PTSD (Cohen's d = 0.96), depression (d = 0.71), anxiety (d = 0.55) and stress (d = 0.69) symptoms was found from baseline to week 12. Drop-out and lost to follow-up was high. Higher baseline PTSD severity was associated with an increased likelihood to complete postintervention assessment. CONCLUSIONS RECONNECT appears to be effective in reducing symptoms of PTSD. Exercise may be an effective component of PTSD treatment.
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Affiliation(s)
- Simon Rosenbaum
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.,Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
| | - Michael Stierli
- Sergent, New South Wales Police Force, Sydney, NSW, Australia
| | - Steven McCullagh
- Formally with New South Wales Police Force, Sydney, NSW, Australia
| | - Jill Newby
- School of Psychology, University of New South Wales, Sydney, NSW, Australia
| | - Philip B Ward
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.,Schizophrenia Research Unit, South Western Sydney Local Health District & Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
| | - Samuel Harvey
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.,Black Dog Institute, University of New South Wales, Sydney, NSW, Australia
| | - Zachary Steel
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.,St John of God Health Care, Richmond Hospital, Sydney, NSW, Australia
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29
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Timmer-Murillo SC, Hunt JC, Geier T, Brasel KJ, deRoon-Cassini TA. Identification of risk for posttraumatic stress disorder symptom clusters early after trauma. J Health Psychol 2020; 26:2794-2800. [PMID: 32538162 DOI: 10.1177/1359105320934192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The current study examined how the injured trauma survivor screen (ITSS), a hospital-administered screener of posttraumatic stress disorder (PTSD) and depression, differentially predicted PTSD symptom cluster severity. Participants from a Level 1 trauma center (n = 220) completed the ITSS while inpatient and PTSD symptoms were assessed one-month post discharge. Perceived life threat and intentionality of injury were key predictors of avoidance, re-experiencing, and hyperarousal symptom clusters. However, negative alterations in mood and cognition cluster seemed best predicted by mood and cognitive risk factors. Therefore, the ITSS provides utility in differentially predicting symptom clusters and treatment planning after traumatic injury.
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30
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Maples-Keller JL, Post LM, Price M, Goodnight JM, Burton MS, Yasinski CW, Michopoulos V, Stevens JS, Hinrichs R, Rothbaum AO, Hudak L, Houry D, Jovanovic T, Ressler K, Rothbaum BO. Investigation of optimal dose of early intervention to prevent posttraumatic stress disorder: A multiarm randomized trial of one and three sessions of modified prolonged exposure. Depress Anxiety 2020; 37:429-437. [PMID: 32248637 PMCID: PMC7347250 DOI: 10.1002/da.23015] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 12/04/2019] [Accepted: 01/03/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) is linked to a specific event, providing the opportunity to intervene in the immediate aftermath of trauma to prevent the development of this disorder. A previous trial demonstrated that trauma survivors who received three sessions of modified prolonged exposure therapy demonstrated decreased PTSD and depression prospectively compared to assessment only. The present study investigated the optimal dosing of this early intervention to test one versus three sessions of exposure therapy in the immediate aftermath of trauma. METHODS Participants (n = 95) recruited from a Level 1 Trauma Center were randomly assigned in a 1.5:1.5:1 ratio in a parallel-group design to the three conditions: one-session exposure therapy, three-session exposure therapy, and assessment only. Follow-up assessments were conducted by study assessors blind to study condition. RESULTS Mixed-effects model results found no significant differences in PTSD or depression symptoms between the control condition and those who received one or three exposure therapy sessions across 1-12-month follow-up assessment. Results indicate that the intervention did not interfere with natural recovery. Receiver operating characteristic curve analyses on the screening measure used for study inclusion (Predicting PTSD Questionnaire; PPQ) in the larger sample from which the treatment sample was drawn (n = 481) found that the PPQ was a poor predictor of likely PTSD at all follow-up time points (Area under the curve's = 0.55-0.62). CONCLUSIONS This likely impacted study results as many participants demonstrated natural recovery. Recommendations for future early intervention research are reviewed, including strategies to identify more accurately those at risk for PTSD and oversampling more severe trauma types.
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Affiliation(s)
- Jessica L. Maples-Keller
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Loren M. Post
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Matthew Price
- Department of Psychological Science, University of Vermont, Burlington, Vermont
| | - Jessica M. Goodnight
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Mark S. Burton
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Carly W. Yasinski
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Vasiliki Michopoulos
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia,Developmental and Cognitie Neuroscience, Yerkes National Primate Research Center, Atlanta, Georgia
| | - Jennifer S. Stevens
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Rebecca Hinrichs
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Alex O. Rothbaum
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, Ohio
| | - Lauren Hudak
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Debra Houry
- Division of Injury Prevention, National Center for Injury Control and Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Tanja Jovanovic
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
| | - Kerry Ressler
- Department of Psychiatry, Mclean Hospital, Harvard Medical School, Belmont, Massachusetts
| | - Barbara O. Rothbaum
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Emory University, Atlanta, Georgia
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31
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Scheuer H, Engstrom A, Thomas P, Moodliar R, Moloney K, Walen ML, Johnson P, Seo S, Vaziri N, Martinez A, Maier R, Russo J, Sieber S, Anziano P, Anderson K, Bulger E, Whiteside L, Heagerty P, Palinkas L, Zatzick D. A comparative effectiveness trial of an information technology enhanced peer-integrated collaborative care intervention versus enhanced usual care for US trauma care systems: Clinical study protocol. Contemp Clin Trials 2020; 91:105970. [PMID: 32119926 PMCID: PMC9677945 DOI: 10.1016/j.cct.2020.105970] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 02/18/2020] [Accepted: 02/22/2020] [Indexed: 11/18/2022]
Abstract
Annually approximately 2-3 million Americans are so severely injured that they require inpatient hospitalization. The study team, which includes patients, clinical researchers, front-line provider and policy maker stakeholders, has been working together for over a decade to develop interventions that target improvements for US trauma care systems nationally. This pragmatic randomized trial compares a multidisciplinary team collaborative care intervention that integrates front-line trauma center staff with peer interventionists, versus trauma team notification of patient emotional distress with mental health consultation as enhanced usual care. The peer-integrated collaborative care intervention will be supported by a novel emergency department exchange health information technology platform. A total of 424 patients will be randomized to peer-integrated collaborative care (n = 212) and surgical team notification (n = 212) conditions. The study hypothesizes that patient's randomized to peer integrated collaborative care intervention will demonstrate significant reductions in emergency department health service utilization, severity of patient concerns, post traumatic stress disorder symptoms, and physical limitations when compared to surgical team notification. These four primary outcomes will be followed-up at 1- 3-, 6-, 9- and 12-months after injury for all patients. The Rapid Assessment Procedure Informed Clinical Ethnography (RAPICE) method will be used to assess implementation processes. Data from the primary outcome analysis and implementation process assessment will be used to inform an end-of-study policy summit with the American College of Surgeons Committee on Trauma. The policy summit will facilitate acute care practice changes related to patient-centered care transitions over the course of a single 5-year funding cycle. Trial registration: (Clinicaltrials.govNCT03569878).
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Affiliation(s)
- Hannah Scheuer
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Allison Engstrom
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Peter Thomas
- Powers Pyles Sutter & Verville PC, 501 M Street, NW, Seventh Floor, Washington, DC 20005, United States of America.
| | - Rddhi Moodliar
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Kathleen Moloney
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Mary Lou Walen
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Peyton Johnson
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Sara Seo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Natalie Vaziri
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Alvaro Martinez
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Ronald Maier
- Department of Surgery, University of Washington School of Medicine, 410 9th Ave., Seattle, WA 98104, United States of America.
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
| | - Stella Sieber
- Molecular Genomics Core/Microarray Group, National Institute of Environmental Health Sciences, P.O. Box 12233, Mail Drop D2-04, Durham, N.C 27709, United States of America.
| | - Pete Anziano
- Shepherd Center, 2020 Peachtree Road NW, Atlanta, GA 30309-1465, United States of America.
| | - Kristina Anderson
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America; The Koshka Foundation, United States of America.
| | - Eileen Bulger
- Department of Surgery, University of Washington School of Medicine, 410 9th Ave., Seattle, WA 98104, United States of America.
| | - Lauren Whiteside
- Department of Emergency Medicine, University of Washington School of Medicine, 325 9th Ave., Seattle, WA 98104, United States of America.
| | - Patrick Heagerty
- Department of Biostatistics, University of Washington School of Public Health, 1705 NE Pacific St., Seattle, WA 98195, United States of America.
| | - Lawrence Palinkas
- Department of Children, Youth and Families, USC Suzanne Dworak-Peck School of Social Work, 669 W 34(th) St., Los Angeles, CA 90089, United States of America.
| | - Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 325 Ninth Ave., Box 359911, Seattle, WA 98104, United States of America.
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Moodliar R, Russo J, Bedard-Gilligan M, Moloney K, Johnson P, Seo S, Vaziri N, Zatzick D. A Pragmatic Approach to Psychometric Comparisons between the DSM-IV and DSM-5 Posttraumatic Stress Disorder (PTSD) Checklists in Acutely Injured Trauma Patients. Psychiatry 2020; 83:390-401. [PMID: 32762319 PMCID: PMC7858198 DOI: 10.1080/00332747.2020.1762396] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Objective: Prior investigations suggest the relative equivalence of the DSM-IV and DSM-5 versions of the Posttraumatic Stress Disorders (PTSD) Checklist, yet no investigations have assessed the psychometric properties of the scales in pragmatic trials of acutely injured trauma survivors. Method: DSM-IV and DSM-5 versions of the PTSD Checklist were included in follow-up interviews of physically injured patients enrolled longitudinally in a pragmatic clinical trial; pragmatic trials aim to efficiently implement research procedures to inform healthcare system policy changes. Psychometric comparisons of the DSM-IV, DSM-5, and a 20-item blended version of the scale included evaluations of internal consistency, correlational assessments, evaluation of item level agreements, and estimation of DSM-5 cutoffs that optimize electronic health record screening protocols. Results: 128 patients were included in the pragmatic psychometric study. Cronbach's alphas for the 3 versions of the PTSD Checklist ranged from 0.93 to 0.95. Correlations between the 3 scales ranged from 0.79 to 0.99. All 3 measures demonstrated excellent convergent and discriminant properties. Item level agreement ranged from 70-80%. For the DSM-5 and blended versions of the scale, a score of 30 and 24, respectively, best approximated the DSM-IV cutoff of ≥35 that had previously optimized PTSD detection in conjunction with EHR screening. Conclusions: Among injured trauma survivors, the psychometric performance of the DSM-IV PTSD Checklist with the addition of the 4 new DSM-5 PTSD Checklist items is nearly equivalent to the DSM-5 PTSD Checklist. The investigation also suggests that pragmatic psychometric methods can catalyze the rapid translation of research findings into real-world practice settings.
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Affiliation(s)
- Rddhi Moodliar
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA;,
| | - Joan Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Michele Bedard-Gilligan
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Kathleen Moloney
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Peyton Johnson
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Sara Seo
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Natalie Vaziri
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA;,Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle, USA
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Moloney K, Scheuer H, Engstrom A, Schreiber M, Whiteside L, Nehra D, Walen ML, Rivara F, Zatzick D. Experiences and Insights from the Early US COVID-19 Epicenter: A Rapid Assessment Procedure Informed Clinical Ethnography Case Series. Psychiatry 2020; 83:115-127. [PMID: 32338566 PMCID: PMC7438236 DOI: 10.1080/00332747.2020.1750214] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
OBJECTIVE The Coronavirus disease (COVID-19) outbreak has evolved into a pandemic crisis, with King County in Washington State emerging as the early US epicenter. A literature review revealed few reports providing front-line clinical and research teams guidance related to multilevel, rapidly evolving COVID-19 directives. METHOD The Rapid Assessment Procedure Informed Clinical Ethnography (RAPICE) method was used to develop a clinical case series and conduct participant observation during an ongoing comparative effectiveness trial of peer-integrated, patient-centered interventions after traumatic injury. Participants were patients enrolled in the intervention arm of the ongoing trial, as well as front-line clinicians, patient peer interventionists, and clinical research team members implementing the trial. All participants were exposed to the Washington State COVID-19 outbreak. RESULTS Primary and secondary COVID-19 prevention strategies were feasibly integrated into ongoing care coordination and behavioral interventions for at-risk patients. Beyond the compilation of case studies, as an iterative method, RAPICE data collection naturalistically evolved to include observations of intervention team activity occurring within the larger pandemic epicenter context. A daily clinical research team huddle that flexibly accommodated virtual participation was also feasibly implemented. CONCLUSIONS Primary and secondary COVID-19 prevention strategies can be feasibly integrated into ongoing clinical interventions during the pandemic. Routine, proactive clinical and research team communication that transparently addresses ethical tensions and health-sustaining activities may promote well-being for providers grappling with rapidly evolving pandemic directives. Proactive assessments of individual provider vulnerabilities for severe COVID-19 related respiratory illness may also be a crucial element of the health care system pandemic responses.
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Affiliation(s)
- Kathleen Moloney
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Hannah Scheuer
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Allison Engstrom
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Merritt Schreiber
- Department of Pediatrics, David Geffen School of Medicine at UCLA, Los Angeles, USA
| | - Lauren Whiteside
- Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle, USA,Department of Emergency Medicine,University of Washington School of Medicine, Seattle, US
| | - Deepika Nehra
- Department of Surgery, University of Washington School of Medicine, Seattle, USA
| | - Mary Lou Walen
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA
| | - Frederick Rivara
- Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle, USA,Department of Pediatrics, University of Washington School of Medicine, Seattle, USA
| | - Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, USA,Harborview Injury Prevention and Research Center, University of Washington School of Medicine, Seattle, USA,
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Jaramillo S, Suffoletto B, Callaway C, Pacella-LaBarbara M. Early Screening for Posttraumatic Stress Disorder and Depression Among Injured Emergency Department Patients: A Feasibility Study. Acad Emerg Med 2019; 26:1232-1244. [PMID: 31179590 PMCID: PMC7294865 DOI: 10.1111/acem.13816] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 06/03/2019] [Accepted: 06/05/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Despite the risk of developing posttraumatic stress disorder (PTSD) and associated comorbidities after physical injury, few emergency departments (EDs) in the United States screen for the presence of psychological symptoms and conditions. Barriers to systematic screening could be overcome by using a tool that is both comprehensive and brief. This study aimed to determine 1) the feasibility of screening for posttraumatic sequelae among adults with minor injury in the ED and 2) the relationship between ED screening and later psychological symptoms and poor quality of life (QOL) at 6 weeks postinjury. METHODS In the EDs of two Level I trauma centers, we enrolled injured patients (n = 149) who reported serious injury and/or life threat in the past 24 hours. Subjects completed the Posttraumatic Adjustment Scale (PAS) to screen for PTSD and depression in the ED, and 6 weeks later they completed assessments for symptoms of PTSD, depression, and trauma-specific QOL (T-QoL). RESULTS Our retained sample at 6 weeks was 84 adults (51.2% male; mean ± SD age = 33 ± 11.88 years); 38% screened positive for PTSD, and 76% screened positive for depression in the ED. Controlling for age, hospital admission, and ED pain score, regression analyses revealed that a positive ED screen for both PTSD and depression was significantly associated with 6 weeks PTSD (p = 0.027, 95% confidence interval [CI] = 0.92 to 15.14) and depressive symptoms (p = 0.001, 95% CI = 2.20 to 7.74), respectively. Further, a positive ED screen for depression (p = 0.043, 95% CI = -16.66 to -0.27) and PTSD (p = 0.015, 95% CI = -20.35 to -2.24) was significantly associated with lower T-QoL. CONCLUSIONS These results suggest that it is feasible to identify patients at risk for postinjury sequelae in the ED; screening for mental health risk may identify patients in need of early intervention and further monitoring.
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Affiliation(s)
- Stephany Jaramillo
- Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Brian Suffoletto
- Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Clifton Callaway
- Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Maria Pacella-LaBarbara
- Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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35
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Pain, Anxiety, and Depression in the First Two Years Following Transport-Related Major Trauma: A Population-Based, Prospective Registry Cohort Study. PAIN MEDICINE 2019; 21:291-307. [DOI: 10.1093/pm/pnz209] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Abstract
Objectives
This study aimed to characterize the population prevalence of pain and mental health problems postinjury and to identify risk factors that could improve service delivery to optimize recovery of at-risk patients.
Methods
This population-based registry cohort study included 5,350 adult survivors of transport-related major trauma injuries from the Victorian State Trauma Registry. Outcome profiles were generated separately for pain and mental health outcomes using the “pain or discomfort” and “anxiety or depression” items of the EuroQol Five Dimensions Three-Level questionnaire at six, 12, and 24 months postinjury. Profiles were “resilient” (no problems at every follow-up), “recovered” (problems at six- and/or 12-month follow-up that later resolved), “worsening” (problems at 12 and/or 24 months after no problems at six and/or 12 months), and “persistent” (problems at every follow-up).
Results
Most participants had persistent (pain/discomfort, N = 2,171, 39.7%; anxiety/depression, N = 1,428, 26.2%) and resilient profiles (pain/discomfort, N = 1,220, 22.3%; anxiety/depression, N = 2,055, 37.7%), followed by recovered (pain/discomfort, N = 1,116, 20.4%; anxiety/depression, N = 1,025, 18.8%) and worsening profiles (pain/discomfort, N = 956, 17.5%; anxiety/depression, N = 948, 17.4%). Adjusted multinomial logistic regressions showed increased risk of problems (persistent, worsening, or resolved) vs no problems (resilient) in relation to female sex, middle age, neighborhood disadvantage, pre-injury unemployment, pre-injury disability, and spinal cord injury. People living in rural areas, motorcyclists, pedal cyclists, and people with head, chest, and abdominal injuries had lower risk of problems.
Discussion
Targeted interventions delivered to people with the risk factors identified may help to attenuate the severity and impact of pain and mental health problems after transport injury.
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deRoon-Cassini TA, Hunt JC, Geier TJ, Warren AM, Ruggiero KJ, Scott K, George J, Halling M, Jurkovich G, Fakhry SM, Zatzick D, Brasel KJ. Screening and treating hospitalized trauma survivors for posttraumatic stress disorder and depression. J Trauma Acute Care Surg 2019; 87:440-450. [PMID: 31348404 PMCID: PMC6668348 DOI: 10.1097/ta.0000000000002370] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Traumatic injury affects over 2.6 million U.S. adults annually and elevates risk for a number of negative health consequences. This includes substantial psychological harm, the most prominent being posttraumatic stress disorder (PTSD), with approximately 21% of traumatic injury survivors developing the disorder within the first year after injury. Posttraumatic stress disorder is associated with deficits in physical recovery, social functioning, and quality of life. Depression is diagnosed in approximately 6% in the year after injury and is also a predictor of poor quality of life. The American College of Surgeons Committee on Trauma suggests screening for and treatment of PTSD and depression, reflecting a growing awareness of the critical need to address patients' mental health needs after trauma. While some trauma centers have implemented screening and treatment or referral for treatment programs, the majority are evaluating how to best address this recommendation, and no standard approach for screening and treatment currently exists. Further, guidelines are not yet available with respect to resources that may be used to effectively screen and treat these disorders in trauma survivors, as well as who is going to bear the costs. The purpose of this review is: (1) to evaluate the current state of the literature regarding evidence-based screens for PTSD and depression in the hospitalized trauma patient and (2) summarize the literature to date regarding the treatments that have empirical support in treating PTSD and depression acutely after injury. This review also includes structural and funding information regarding existing postinjury mental health programs. Screening of injured patients and timely intervention to prevent or treat PTSD and depression could substantially improve health outcomes and improve quality of life for this high-risk population. LEVEL OF EVIDENCE: Review, level IV.
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Affiliation(s)
- Terri A deRoon-Cassini
- From the Division of Trauma and Acute Care Surgery, Department of Surgery (T. A. d-C., T. D., T.J.G., M.H.), Milwaukee, Wisconsin; Baylor University Medical Center (A.M.W.), Baylor Scott and White Medical Psychology Consultants, Dallas, Texas; Medical University of South Carolina (K.J.R.), Departments of Nursing and Psychiatry, Charleston, South Carolina; University of Florida College of Medicine-Jacksonville, Department of Surgery, Division of Acute Care Surgery, Critical Care, TraumaOne (K.S.), Jacksonville, Florida; Parkland Health and Hospital System (J.G.), Rees-Jones Trauma Center, Dallas, Texas; University of California Davis Health (G.J.), Department of Surgery, Sacramento, California; Reston Hospital Center (S.M.F.), Trauma Surgery, Reston, Virginia; University of Washington School of Medicine (D.Z.), Department of Psychiatry and Behavioral Sciences, Seattle, Washington; and Oregon Health and Science University (K.J.B.), Department of Surgery, Portland, Oregon
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Racial Disparities in Outpatient Mental Health Service Use Among Children Hospitalized for Traumatic Brain Injury. J Head Trauma Rehabil 2019; 33:177-184. [PMID: 29194176 DOI: 10.1097/htr.0000000000000348] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To examine racial differences in mental health service utilization after hospitalization for traumatic brain injury (TBI) among children with Medicaid insurance. DESIGN AND MAIN MEASURES Retrospective analysis of the MarketScan Multi-State Medicaid database from 2007 to 2012 was performed. Outpatient mental health service utilization (psychiatric and psychological individual and group services) was compared at TBI hospitalization, from discharge to 3 months and from 4 to 12 months after discharge, between children of non-Hispanic white (NHW), non-Hispanic black (NHB), Hispanic, and "Other" racial groups. Multivariable mixed-effects Poisson regression models with robust standard errors were utilized. RESULTS A total of 5674 children (aged <21 years) were included in the study. There were no differences by race/ethnicity in mental health service utilization during hospitalization. At 3 months postdischarge, NHB children and children in the "Other" racial category were significantly less likely to receive outpatient mental health services than NHW children (NHB relative risk [RR] = 0.84; 95% confidence interval [CI], 0.72-0.98; Other RR = 0.72; 95% CI, 0.57-0.90). At 12 months, all racial minority children were significantly less likely to receive outpatient mental health services than NHW children (NHB RR = 0.84; 95% CI, 0.75-0.94; Hispanic RR = 0.72; 95% CI, 0.55-0.94; Other RR = 0.71; 95% CI, 0.60-0.84). CONCLUSIONS Racial disparities in utilization of outpatient mental health services exist for minority children hospitalized for TBI and insured by Medicaid. Future research should focus on improving transitions of care from inpatient to outpatient services for these children.
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Buchanan L, Bushroe K, Malthaner L, McCarthy T, Zhao S, Hade E, Leonard JC. Test Accuracy of the Screening Tool for Early Predictors of Post-traumatic Stress Disorder for Post-injury Mental Health in a Managed-Medicaid Population. J Pediatr 2019; 210:127-133. [PMID: 31056203 DOI: 10.1016/j.jpeds.2019.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 02/07/2019] [Accepted: 03/12/2019] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To determine the Screening Tool for Early Predictors of Post-Traumatic Stress Disorder (STEPP) test accuracy in identifying children with new mental health diagnoses and psychotropic medications prescribed within 12 months after unintentional injuries in a managed-Medicaid population. STUDY DESIGN We conducted a secondary analysis of a retrospective cohort that investigated mental health diagnoses and psychotropic medications pre- and post-injury in children ≤18 years of age treated at a pediatric trauma center from 2005 to 2015 (n = 2208). For this study, we analyzed children with STEPP scores from their injury admission (n = 85). For children without previous mental health diagnoses or psychotropic prescriptions, we calculated the sensitivity, specificity, and positive and negative predictive values for the child and parent STEPP. RESULTS Of 78 children without previous diagnoses, 12 had post-injury mental health diagnoses. Of 68 children without previous psychotropic medication use, 10 had psychotropic medications prescribed. The child STEPP sensitivity was 8.3% for mental health diagnoses (95% CI 0.2, 38.5) and 10% for psychotropic medications (95% CI 0.3, 44.5). The child STEPP specificity was 77.3% for mental health diagnoses (95% CI 65.3, 86.7) and 75.9% for psychotropic medication (95% CI 62.8, 86.1). CONCLUSIONS We found that the STEPP performed poorly in identifying children who received new mental health diagnoses and new psychotropic medications following injury.
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Affiliation(s)
- Lindsay Buchanan
- Department of Clinical Social Work, Nationwide Children's Hospital, Columbus, OH
| | - Kylie Bushroe
- Department of Pediatrics, St. Louis Children's Hospital and Washington University in St. Louis, St. Louis, MO
| | - Lauren Malthaner
- The Research Institute at Nationwide Children's Hospital, Columbus, OH
| | - Tara McCarthy
- Telemedicine Department, Children's National Health System, Washington, DC
| | - Songzhu Zhao
- Center for Biostatistics, Department of Biomedical Informatics, The Ohio State University, Columbus, OH
| | - Erinn Hade
- Center for Biostatistics, Department of Biomedical Informatics, The Ohio State University, Columbus, OH
| | - Julie C Leonard
- The Research Institute at Nationwide Children's Hospital, Columbus, OH; Division of Emergency Medicine, Nationwide Children's Hospital and The Ohio State University College of Medicine, Columbus, OH
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Wafa MH, Viprey M, Magaud L, Haesebaert J, Leaune E, Poulet E, Bied C, Schott AM. Identification of biopSychoSocial factors predictive of post-traUmatic stress disorder in patients admitted to the Emergency department after a trauma (ISSUE): protocol for a multicenter prospective study. BMC Psychiatry 2019; 19:163. [PMID: 31146712 PMCID: PMC6543570 DOI: 10.1186/s12888-019-2154-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 05/20/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Traumatic exposure is a frequent issue in patients visiting emergency departments (EDs). Some patients will subsequently develop post-traumatic stress disorder (PTSD) while other will not. The problem is under-diagnosed in EDs and no standardized management is provided to prevent PTSD. Most studies focused on a particular group of trauma whereas we need a global approach to further develop interventions for detecting and treating patients at high risk. We aim to assess the prevalence of traumatic exposure and situation at high risk of further PTSD and identify pre and peri-traumatic biopsychosocial factors predisposing individuals to PTSD in the general context of EDs. METHODS This comprehensive multicenter study will have two steps. The first step will be a cross-sectional study on moderate and high risk of PTSD prevalence among EDs visitors with a recent history of trauma. All patients aged 18-70 years, presenting with a recent history of trauma (< 1 month) in one of the six EDs in the Auvergne-Rhône-Alpes region (≈1/10° of the French population) will be included over a 1-month period and approximately 1500 subjects are expected in this cross-sectional step. The risk of PTSD will be assessed using the Impact of Event Scale Revised (IES-R). Self-administered questionnaires will be used to measure acute stress (IES-R), and a number of potential bio-psycho-social risk factors. Demographic and physical health-related data will be collected from medical file. Second step will be a prospective cohort study within a sub-sample of 400 patients enrolled in step 1, randomly selected with stratification on sex, age, ED, and IES-R score. At 3 months, PTSD will be defined by a ≥ 33 score at PTSD Check List for DSM-5 (PCL-5) through a telephone interview. We will evaluate definite PTSD biopsychosocial predictive factors using a multivariate logistic regression model and describe evolution of PTSD at 3 months. DISCUSSION This is the first study to assess PTSD predictors prospectively with a biopsychosocial approach within a cohort representative of EDs visitors. The results will inform the development of dedicated interventions to decrease the risk of subsequent PTSD. TRIAL REGISTRATION ClinicalTrials.gov: NCT03615014 ; ISSUE protocol 2nd version was approved on 07/08/2018.
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Affiliation(s)
| | - Marie Viprey
- 0000 0001 2172 4233grid.25697.3fHESPER EA 7425, Univ Lyon, Université Claude Bernard Lyon 1, Lyon, France ,0000 0001 2163 3825grid.413852.9Pôle de santé publique, Hospices Civils de Lyon, Lyon, France
| | - Laurent Magaud
- 0000 0001 2172 4233grid.25697.3fHESPER EA 7425, Univ Lyon, Université Claude Bernard Lyon 1, Lyon, France ,0000 0001 2163 3825grid.413852.9Pôle de santé publique, Hospices Civils de Lyon, Lyon, France
| | - Julie Haesebaert
- 0000 0001 2172 4233grid.25697.3fHESPER EA 7425, Univ Lyon, Université Claude Bernard Lyon 1, Lyon, France ,0000 0001 2163 3825grid.413852.9Pôle de santé publique, Hospices Civils de Lyon, Lyon, France
| | - Edouard Leaune
- PsyR2 Team, U 1028, INSERM and UMR 5292, CNRS, Center for Neuroscience Research of Lyon (CRNL), CH Le Vinatier, Lyon-1 University, Bron, France ,SHU, CH Le Vinatier, Lyon 1 Université, Bron, France
| | - Emmanuel Poulet
- PsyR2 Team, U 1028, INSERM and UMR 5292, CNRS, Center for Neuroscience Research of Lyon (CRNL), CH Le Vinatier, Lyon-1 University, Bron, France ,0000 0001 2198 4166grid.412180.eDepartment of Psychiatry Emergencies, CHU Lyon, Hôpital Edouard Herriot, Lyon, France
| | - Clemence Bied
- 0000 0001 2198 4166grid.412180.eDepartment of Psychiatry Emergencies, CHU Lyon, Hôpital Edouard Herriot, Lyon, France
| | - Anne-Marie Schott
- 0000 0001 2172 4233grid.25697.3fHESPER EA 7425, Univ Lyon, Université Claude Bernard Lyon 1, Lyon, France ,0000 0001 2163 3825grid.413852.9Pôle de santé publique, Hospices Civils de Lyon, Lyon, France
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Six-month follow-up of the injured trauma survivor screen: Clinical implications and future directions. J Trauma Acute Care Surg 2019; 85:263-270. [PMID: 29672441 DOI: 10.1097/ta.0000000000001944] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The injured trauma survivor screen (ITSS) has been shown to predict posttraumatic stress disorder (PTSD) and depression risk at 1 month after traumatic injury. This study explored the ability of the ITSS to predict chronic distress after injury, as well as the impact of combining the ITSS with an additional screening measure. METHODS Patients were enrolled following admission to a Level I trauma center. Baseline measurements were collected during initial hospitalization, and follow-up measures were collected an average of 6.5 months after injury. Receiver operating characteristic (ROC) curve analyses were run to determine predictive accuracy, controlling for participants who had mental health intervention and for those who experienced additional potentially psychologically traumatic events since their injury event. RESULTS Utilizing a cut score of 2, the ITSS PTSD scale had a sensitivity of 85.42%, specificity of 67.35%, negative predictive value (NPV) of 91.9% and positive predictive value (PPV) of 51.4%. The combined PTSD risk group (risk positive on the baseline ITSS and the PTSD checklist for the Diagnostic and Statistical Manual of Mental Disorders, 5th Edition) had a sensitivity of 72.92%, specificity of 81.63%, NPV of 88.2%, and PPV of 61.6%. Also using a cut score of 2, the ITSS Depression Scale had a sensitivity of 72.50%, specificity of 70.29%, NPV of 91.1%, and PPV of 37.9%. CONCLUSION The nine-item ITSS, which takes approximately 5 minutes to administer, is a stable screening tool for predicting those most at risk for PTSD and/or depression 6 months after admission to a Level I trauma center following traumatic injury. The combined PTSD risk group data provide evidence that symptom evaluation by a psychologist can improve specificity. These results further inform the recommendation of the American College of Surgeons Committee on Trauma regarding PTSD and depression screening in trauma centers. LEVEL OF EVIDENCE Prognostic study, level III.
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Iyadurai L, Visser RM, Lau-Zhu A, Porcheret K, Horsch A, Holmes EA, James EL. Intrusive memories of trauma: A target for research bridging cognitive science and its clinical application. Clin Psychol Rev 2019; 69:67-82. [PMID: 30293686 PMCID: PMC6475651 DOI: 10.1016/j.cpr.2018.08.005] [Citation(s) in RCA: 94] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 08/17/2018] [Accepted: 08/17/2018] [Indexed: 01/01/2023]
Abstract
Intrusive memories of a traumatic event can be distressing and disruptive, and comprise a core clinical feature of post-traumatic stress disorder (PTSD). Intrusive memories involve mental imagery-based impressions that intrude into mind involuntarily, and are emotional. Here we consider how recent advances in cognitive science have fueled our understanding of the development and possible treatment of intrusive memories of trauma. We conducted a systematic literature search in PubMed, selecting articles published from 2008 to 2018 that used the terms "trauma" AND ("intrusive memories" OR "involuntary memories") in their abstract or title. First, we discuss studies that investigated internal (neural, hormonal, psychophysiological, and cognitive) processes that contribute to intrusive memory development. Second, we discuss studies that targeted these processes using behavioural/pharmacological interventions to reduce intrusive memories. Third, we consider possible clinical implications of this work and highlight some emerging research avenues for treatment and prevention, supplemented by new data to examine some unanswered questions. In conclusion, we raise the possibility that intrusive memories comprise an alternative, possibly more focused, target in translational research endeavours, rather than only targeting overall symptoms of disorders such as PTSD. If so, relatively simple approaches could help to address the need for easy-to-deliver, widely-scalable trauma interventions.
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Affiliation(s)
| | - Renée M Visser
- MRC Cognition and Brain Sciences Unit, University of Cambridge, UK; University of Amsterdam, Department of Psychology, Amsterdam, The Netherlands
| | - Alex Lau-Zhu
- MRC Cognition and Brain Sciences Unit, University of Cambridge, UK; Kings College London, Institute of Psychiatry, Psychology and Neuroscience, Social, Genetic and Developmental Psychiatry Centre, London, UK
| | - Kate Porcheret
- University of Oxford, Sleep and Circadian Neuroscience Institute, Nuffield Department of Clinical Neurosciences, Oxford, UK
| | - Antje Horsch
- Lausanne University Hospital, Woman-Mother-Child Department, Lausanne, Switzerland; Institute of Higher Education and Research in Healthcare, University of Lausanne, Lausanne University Hospital, Lausanne, Switzerland
| | - Emily A Holmes
- Karolinska Institutet, Division of Psychology, Department of Clinical Neuroscience, Stockholm, Sweden
| | - Ella L James
- MRC Cognition and Brain Sciences Unit, University of Cambridge, UK
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Geier TJ, Hunt JC, Nelson LD, Brasel KJ, deRoon-Cassini TA. Detecting PTSD in a traumatically injured population: The diagnostic utility of the PTSD Checklist for DSM-5. Depress Anxiety 2019; 36:170-178. [PMID: 30597679 PMCID: PMC6373876 DOI: 10.1002/da.22873] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Revised: 11/20/2018] [Accepted: 12/08/2018] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND The posttraumatic stress disorder (PTSD) Checklist for DSM-5 (PCL-5) is among few validated measures of PTSD severity in line with the DSM-5. Validation efforts among veteran samples have recommended cut scores of 33 and 38 to indicate PTSD; cut scores vary across populations depending on factors such as trauma type. The purpose of this study was to evaluate the diagnostic utility of and identify optimal cut scores for the PCL-5 in relation to the gold standard Clinician-Administered PTSD Scale for DSM-5 (CAPS-5) among traumatically injured individuals 6 months after discharge from a level I trauma center. METHODS A total of 251 participants completed the PCL-5 and CAPS-5 6 months after discharge from a level I trauma center following traumatic injury. Receiver operating characteristic curve analyses detailed diagnostic accuracy of the PCL-5 and identified the optimal cut score via Youden's J index. Cut scores were also broken down by intentional versus nonintentional injury. RESULTS The PCL-5 produces satisfactory diagnostic accuracy, with adequate sensitivity and specificity, in a traumatically injured population. Estimates indicate the optimal cut score as >30; the optimal cut score for intentional injuries was >34 and >22 for nonintentional injuries. CONCLUSIONS This investigation provides support for the PCL-5 in detection of PTSD among injured individuals 6 months after discharge from a level I trauma center. PCL-5 specificity and sensitivity suggest clinicians working with this population can feel confident in using this measure over more onerous structured interviews (e.g., CAPS-5). This study signifies a move toward ensuring those experiencing mental health difficulties after traumatic injury are identified and connected to resources.
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Affiliation(s)
- Timothy J Geier
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Joshua C Hunt
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Lindsay D Nelson
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Karen J Brasel
- Department of Surgery, Oregon Health & Science University, Portland, Oregon
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Kendrick D, Baker R, Hill T, Beckett K, Coupland C, Kellezi B, Joseph S, Barnes J, Sleney J, Christie N, Morriss R. Early risk factors for depression, anxiety and post-traumatic distress after hospital admission for unintentional injury: Multicentre cohort study. J Psychosom Res 2018; 112:15-24. [PMID: 30097131 DOI: 10.1016/j.jpsychores.2018.06.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 06/11/2018] [Accepted: 06/11/2018] [Indexed: 10/14/2022]
Abstract
OBJECTIVE To quantify psychological morbidity and identify baseline factors associated with depression, anxiety and post-traumatic distress symptoms up to 12 months post-injury. METHODS Multicentre cohort study of 668 adults, aged 16 to 70, admitted to 4 UK NHS hospital trusts. Data on injury, socio-demographic characteristics and health status was collected at recruitment. Depression, anxiety and post-traumatic distress were measured at 1, 2, 4 and 12 months post-injury. Multilevel linear regression assessed associations between patient and injury characteristics and psychological outcomes over 12 months follow-up. RESULTS Depression, anxiety and post-traumatic distress scores were highest 1 month post-injury, and remained above baseline at 2, 4 and 12 months post-injury. Moderate or severe injuries, previous psychiatric diagnoses, higher pre-injury depression and anxiety scores, middle age (45-64 years), greater deprivation and lower pre-injury quality of life (QoL) were associated with higher depression scores post-injury. Previous psychiatric diagnoses, higher pre-injury depression and anxiety scores, middle age, greater deprivation and lower pre-injury QoL were associated with higher anxiety scores post-injury. Traffic injuries or injuries from being struck by objects, multiple injures (≥3), being female, previous psychiatric diagnoses, higher pre-injury anxiety scores and greater deprivation were associated with higher post-traumatic distress scores post-injury. CONCLUSION A range of risk factors, identifiable shortly after injury, are associated with psychological morbidity occurring up to 12 months post-injury in a general trauma population. Further research is required to explore the utility of these, and other risk factors in predicting psychological morbidity on an individual patient basis.
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Affiliation(s)
- D Kendrick
- Division of Primary Care, School of Medicine, University of Nottingham, NG7 2RD, UK.
| | - R Baker
- Division of Primary Care, School of Medicine, University of Nottingham, NG7 2RD, UK
| | - T Hill
- Division of Primary Care, School of Medicine, University of Nottingham, NG7 2RD, UK
| | - K Beckett
- Centre for Health & Clinical Research, University of the West of England, BS16 1DD, UK
| | - C Coupland
- Division of Primary Care, School of Medicine, University of Nottingham, NG7 2RD, UK
| | - B Kellezi
- Department of Psychology, Nottingham Trent University, NG1 4BU, UK
| | - S Joseph
- School of Education, University of Nottingham, NG8 1BB, UK
| | - J Barnes
- Loughborough Design School, Loughborough University, LE11 3TU, UK
| | - J Sleney
- Department of Sociology, University of Surrey, GU2 7XH, UK
| | - N Christie
- Centre for Transport Studies, University College London, WC1E 6BT, UK
| | - R Morriss
- Division of Psychiatry and Applied Psychology, University of Nottingham, NG7 2TU, UK
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Veach LJ, Shilling EH. Trauma-informed supervision: Counselors in a Level I hospital trauma center. CLINICAL SUPERVISOR 2018. [DOI: 10.1080/07325223.2018.1438324] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Laura J. Veach
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC, USA
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Bourla A, Mouchabac S, El Hage W, Ferreri F. e-PTSD: an overview on how new technologies can improve prediction and assessment of Posttraumatic Stress Disorder (PTSD). Eur J Psychotraumatol 2018; 9:1424448. [PMID: 29441154 PMCID: PMC5804808 DOI: 10.1080/20008198.2018.1424448] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 12/18/2017] [Indexed: 02/01/2023] Open
Abstract
Background: New technologies may profoundly change our way of understanding psychiatric disorders including posttraumatic stress disorder (PTSD). Imaging and biomarkers, along with technological and medical informatics developments, might provide an answer regarding at-risk patient's identification. Recent advances in the concept of 'digital phenotype', which refers to the capture of characteristics of a psychiatric disorder by computerized measurement tools, is one paradigmatic example. Objective: The impact of the new technologies on health professionals practice in PTSD care remains to be determined. The recent evolutions could disrupt the clinical practices and practitioners in their beliefs, ethics and representations, going as far as questioning their professional culture. In the present paper, we conducted an extensive search to highlight the articles which reflect the potential of these new technologies. Method: We conducted an overview by querying PubMed database with the terms [PTSD] [Posttraumatic stress disorder] AND [Computer] OR [Computerized] OR [Mobile] OR [Automatic] OR [Automated] OR [Machine learning] OR [Sensor] OR [Heart rate variability] OR [HRV] OR [actigraphy] OR [actimetry] OR [digital] OR [motion] OR [temperature] OR [virtual reality]. Results: We summarized the synthesized literature in two categories: prediction and assessment (including diagnostic, screening and monitoring). Two independent reviewers screened, extracted data and quality appraised the sources. Results were synthesized narratively. Conclusions: This overview shows that many studies are underway allowing researchers to start building a PTSD digital phenotype using passive data obtained by biometric sensors. Active data obtained from Ecological Momentary Assessment (EMA) could allow clinicians to assess PTSD patients. The place of connected objects, Artificial Intelligence and remote monitoring of patients with psychiatric pathology remains to be defined. These tools must be explained and adapted to the different profiles of physicians and patients. The involvement of patients, caregivers and health professionals is essential to the design and evaluation of these new tools.
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Affiliation(s)
- Alexis Bourla
- Department of Psychiatry, Sorbonne Université, AP-HP, Hôpital Saint-Antoine, Service de Psychiatrie, Paris, France
| | - Stephane Mouchabac
- Department of Psychiatry, Sorbonne Université, AP-HP, Hôpital Saint-Antoine, Service de Psychiatrie, Paris, France
| | - Wissam El Hage
- Clinique Psychiatrique Universitaire, CHRU de Tours, Université François-Rabelais de Tours, Tours, France
| | - Florian Ferreri
- Department of Psychiatry, Sorbonne Université, AP-HP, Hôpital Saint-Antoine, Service de Psychiatrie, Paris, France
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Zatzick D, Russo J, Thomas P, Darnell D, Teter H, Ingraham L, Whiteside LK, Wang J, Guiney R, Parker L, Sandgren K, Hedrick MK, Van Eaton EG, Jurkovich G. Patient-Centered Care Transitions After Injury Hospitalization: A Comparative Effectiveness Trial. Psychiatry 2018. [PMID: 29533154 DOI: 10.1080/00332747.2017.1354621] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
OBJECTIVE The investigation aimed to compare two approaches to the delivery of care for hospitalized injury survivors, a patient-centered care transition intervention versus enhanced usual care. METHOD This pragmatic comparative effectiveness trial randomized 171 acutely injured trauma survivors with three or more early postinjury concerns and high levels of emotional distress to intervention (I; n = 85) and enhanced usual care control (C; n = 86) conditions. The care transition intervention components included care management that elicited and targeted improvement in patients' postinjury concerns, 24/7 study team cell phone accessibility, and stepped-up care. Posttraumatic concerns, symptomatic distress, functional status, and statewide emergency department (ED) service utilization were assessed at baseline and over the course of the 12 months after injury. Regression analyses assessed intervention and control group outcome differences over time. RESULTS Over 80% patient follow-up was attained at each time point. Intervention patients demonstrated clinically and statistically significant reductions in the percentage of any severe postinjury concerns expressed when compared to controls longitudinally (Wald chi-square = 11.29, p = 0.01) and at the six-month study time point (C = 74%, I = 53%; Fisher's exact test, p = 0.02). Comparisons of ED utilization data yielded clinically significant cross-sectional differences (one or more three- to six-month ED visits; C = 30.2%, I = 16.5%, [relative risk (95% confidence interval] C versus I = 2.00 (1.09, 3.70), p = 0.03) that did not achieve longitudinal statistical significance (F (3, 507) = 2.24, p = 0.08). The intervention did not significantly impact symptomatic or functional outcomes. CONCLUSIONS Orchestrated investigative and policy efforts should continue to evaluate patient-centered care transition interventions to inform American College of Surgeons' clinical guidelines for U.S. trauma care systems.
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Spijker EE, Jones K, Duijff JW, Smith A, Christey GR. Psychiatric comorbidities in adult survivors of major trauma: findings from the Midland Trauma Registry. J Prim Health Care 2018; 10:292-302. [DOI: 10.1071/hc17091] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
ABSTRACT
INTRODUCTION
Information for primary care providers about the outcomes of adult survivors of major medical trauma in the first year of recovery is not widely available. In particular, risks of impairment across multiple domains of functioning are poorly understood.
AIM
To determine the extent to which adults’ experience impaired health-related quality of life (QoL), symptoms of post-traumatic stress disorder, depression, chronic pain and harmful alcohol use during the year following major trauma, and to identify factors associated with outcomes.
METHODS
Adults (aged ≥16 years) admitted to Waikato Hospital following major trauma sustained in Waikato District between 1 June 2010 and 1 July 2011 were sent a questionnaire in their first year of recovery. They were asked about their QoL, mental health, experiences of pain, post-traumatic stress disorder symptoms and use of alcohol.
RESULTS
Sixty-five questionnaires were completed (40% response rate). In the year following major trauma, trauma survivors met criteria for post-traumatic stress disorder (45%), harmful alcohol use (26%), moderate to severe chronic pain (23%) and depression (18%). Reports of poor health-related QoL were common, ranging from self-care difficulties (31%) to pain and discomfort (72%). Younger age, previous psychiatric illness, substance use, intensive care unit admission and length of hospitalisation were associated with symptoms. Thirty-seven adults (57%) reported symptoms in at least two domains.
DISCUSSION
A significant proportion of adults experience adverse psychosocial outcomes in the first year following major trauma. Screening and management of potentially comorbid psychosocial needs could improve care and outcomes for survivors.
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Yue JK, Winkler EA, Sharma S, Vassar MJ, Ratcliff JJ, Korley FK, Seabury SA, Ferguson AR, Lingsma HF, Deng H, Meeuws S, Adeoye OM, Rick JW, Robinson CK, Duarte SM, Yuh EL, Mukherjee P, Dikmen SS, McAllister TW, Diaz-Arrastia R, Valadka AB, Gordon WA, Okonkwo DO, Manley GT. Temporal profile of care following mild traumatic brain injury: predictors of hospital admission, follow-up referral and six-month outcome. Brain Inj 2017; 31:1820-1829. [DOI: 10.1080/02699052.2017.1351000] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- John K. Yue
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Ethan A. Winkler
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Sourabh Sharma
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Mary J. Vassar
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Jonathan J. Ratcliff
- Departments of Emergency Medicine and Neurology, Emory University, Atlanta, GA, USA
| | - Frederick K. Korley
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Seth A. Seabury
- Leonard D. Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, CA, USA
| | - Adam R. Ferguson
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Hester F. Lingsma
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Hansen Deng
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Sacha Meeuws
- Department of Neurological Surgery, University Hospital Antwerp, Edegem, Belgium
| | - Opeolu M. Adeoye
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Jonathan W. Rick
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Caitlin K. Robinson
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Siena M. Duarte
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
| | - Esther L. Yuh
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
- Department of Radiology, University of California, San Francisco, San Francisco, CA, USA
| | - Pratik Mukherjee
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
- Department of Radiology, University of California, San Francisco, San Francisco, CA, USA
| | - Sureyya S. Dikmen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | | | - Ramon Diaz-Arrastia
- Department of Neurology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
- Center for Neuroscience and Regenerative Medicine, Bethesda, MD, USA
| | | | - Wayne A. Gordon
- Department of Rehabilitation Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - David O. Okonkwo
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Geoffrey T. Manley
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Brain and Spinal Injury Center, San Francisco General Hospital, San Francisco, CA, USA
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Hicks R, Johnson S, Porter AC, Zatzick D. The 5th Annual One Mind Summit: Lessons Learned About "Science Informing Brain Health Policies and Practice". J Neurotrauma 2017; 34:2833-2839. [PMID: 28351324 PMCID: PMC5647496 DOI: 10.1089/neu.2016.4821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Advances in science frequently precede changes in clinical care by several years or even decades. To better understand the path to translation, we invited experts to share their perspectives at the 5th Annual One Mind Summit: "Science Informing Brain Health Policies and Practice," which was held on May 24-25, 2016, in Crystal City, VA. While the translation of brain research throughout the pipeline-from basic science research to patient care-was discussed, the focus was on the implementation of "best evidence" into patient care. The Summit identified key steps, including the need for professional endorsement and clinical guidelines or policies, acceptance by regulators and payers, dissemination and training for clinicians, patient advocacy, and learning healthcare models. The path to implementation was discussed broadly, as well as in the context of a specific project to implement concussion screening in emergency and urgent care centers throughout the United States.
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Affiliation(s)
| | | | | | - Douglas Zatzick
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington
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