Evaluation of the NHS England ‘Op COURAGE’ High Intensity Service for military veterans with significant mental health problems
Abstract: In November 2020, The NHS for England launched a pilot High Intensity Service (HIS) programme for treating military veterans complex mental health problems. Seven regional grants were awarded to manage the HIS, including NHS Solent, in South East England. This paper details an evaluation of the HIS, which was conducted from February 2021 to August 2022. This mixed-methods study gained quantitative data from a specifically designed questionnaire that included a number of validated psychometric questionnaires. These were completed by either HIS staff or beneficiaries at entry and exit from the HIS, and qualitative data were gained from semi-structured interviews with the HIS staff. Data were sourced from 45 pre-questionnaires, 25 post programme questionnaires and 11 interviews. This evaluation identified reductions in situational stressors, symptoms and reported illnesses for veterans in crisis. There were reductions in depression, anxiety and post-traumatic stress disorder following programme exit. Staff reported that there was no notable changes in stress levels which appeared to remain high at programme exit. Staff interviews highlighted the importance of simultaneously understanding the social and psychological needs of veterans in mental health crisis. The benefits of integrating veteran staff members into military veteran health services were identified, demonstrating improvements in education around military culture in civilian services. The importance of collaboration between clinical and veteran staff members in veteran health services was noted, demonstrating the positive impact social care provision has on veteran’s overall health and well-being. Veteran engagement with the service was advocated as a result of veterans accessing the service feeling understood. This first independent evaluation of the HIS provides a positive reflection, and adds to the limited empirical evidence exploring veteran engagement in health services.
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.