Feasibility and Acceptability of Group-Facilitated Prolonged Exposure Therapy for PTSD in VA Residential Rehabilitation Treatment Programs
Abstract: Prolonged Exposure therapy (PE) is a first-line treatment for posttraumatic stress disorder (PTSD); however, few VA patients receive this treatment. One of the barriers to PE receipt is that it is only available in an individual (one-on-one) format, whereas many VA mental health clinics provide the majority of their psychotherapy services in group format. In particular, PTSD residential rehabilitation treatment programs (RRTPs) offer most programming in group format. Consequently, strategies are needed to improve the scalability of PE by adapting it to fit the delivery setting. The current study was designed to pilot test a group-facilitated format of PE in RRTPs. Thirty-nine Veterans who were engaged in care in the PTSD RRTP at a Midwestern VA were recruited to participate in a Group-facilitated PE protocol. Participants engaged in twelve 90-minute sessions of Group PE over the course of 6 weeks, plus six 60-minute individual sessions for imaginal exposure. Group treatment followed the PE model and consisted of psychoeducation, treatment rationale, and in vivo exposure to reduce trauma-related avoidance and thereby improve PTSD symptoms. PTSD symptoms were measured via the PTSD Checklist for DSM-5 (PCL-5) and depression symptoms were measured via the Patient Health Questionnaire (PHQ-9) at baseline, endpoint (6 weeks), and at 2-month follow-up. Thirty-nine individuals initiated Group-facilitated PE and 34 completed treatment. The average number of group sessions attended was 11 out of 12. Acceptability ratings were high. Mean change (improvement) in the intent-to-treat sample at 2-month follow-up was 20.0 points on the PCL-5 (CI 18.1, 21.9; Cohen’s d = 1.1) and 4.8 points on the PHQ-9 (CI 4.1, 5.5, d = .8). These results suggest that adapted evidence-based interventions for PTSD can improve treatment access and efficiency for the RRTP setting. A group-based approach has the potential to improve the scalability of PTSD treatment by reducing required resources. A fully powered trial is now needed to test the effectiveness of Group-facilitated PE in the RRTP setting.
Abstract: Novel and automated means of opioid use and relapse risk detection are needed. Unstructured electronic medical record data, including written progress notes, can be mined for clinically relevant information, including the presence of substance use and relapse-critical markers of risk and recovery from opioid use disorder (OUD). In this study, we used natural language processing (NLP) to automate the extraction of opioid relapses, and the timing of these occurrences, from veteran patients' electronic medical record. We then demonstrated the utility of our NLP tool via analysis of pre-/post-COVID-19 opioid relapse trends among veterans with OUD. For this demonstration, we analyzed data from 107,606 veterans OUD enrolled in Veterans Health Administration, comparing a pandemic-exposed cohort (n = 53,803; January 2019-March 2021) to a matched prepandemic cohort (n = 53,803; October 2017-December 2019). The recall of our NLP tool was 75% and our precision was 94%, demonstrating moderate sensitivity and excellent specificity. Using the NLP tool, we found that the odds of opioid relapse postpandemic onset were proportionally higher compared to prepandemic trends, despite patients having fewer mental health encounters from which to derive instances of relapse postpandemic onset. In this research application of the tool, and as hypothesized, we found that opioid relapse risk was elevated postpandemic. The application of NLP Methods: to identify and monitor relapse risk holds promise for future surveillance, risk prevention, and clinical outcome research.