Predictors of functional impairment at assessment and functional improvement after treatment at a national digital mental health service.

Mental disorders are associated with impairment to daily functioning, which affects both the individual and society. Despite this, most research on treatment outcome only report symptom change. Self-reported days out of role (DOR) is a simple measure of functional impairment used in many population studies. The current study sought to report on the degree of functional impairment measured by DOR in a clinical sample at assessment, the factors associated with this impairment, the predictors of functional improvement after treatment and the relationship between symptomatic and functional change. Using a prospective uncontrolled observational cohort study design with a sample of 17,813 patients accessing a digital mental health service (DMHS), we examined self-reported demographic, psychosocial and clinical data. Using a series of univariate regression models and multivariate classification algorithms, we found that baseline DOR was associated with age, employment and relationship status, symptom severity, symptom chronicity and with the presence of several psychosocial difficulties. Baseline DOR was best predicted by older age, disability payments, higher symptom severity and increasing number of endorsed psychosocial difficulties (R2 = 32.7 %). Forty-one per cent of the sample experienced a >50 % or greater reduction in DOR following treatment. Those who were separated, unemployed or on disability payments, or with severe and chronic depression, experienced the greatest reductions in DOR after treatment. Changes in functioning were independent of changes in symptoms, highlighting the importance of functional impairment as a treatment outcome. This study found that many of the patients who access DMHS have significant levels of functional impairment, a large proportion obtain functional improvement after treatment, and improvement in function after treatment was independent of improvement in symptoms.

Project Synergy: co-designing technology-enabled solutions for Australian mental health services reform.

Project Synergy aims to test the potential of new and emerging technologies to enhance the quality of mental health care provided by traditional face-to-face services. Specifically, it seeks to ensure that consumers get the right care, first time (delivery of effective mental health care early in the course of illness). Using co-design with affected individuals, Project Synergy has built, implemented and evaluated an online platform to assist the assessment, feedback, management and monitoring of people with mental disorders. It also promotes the maintenance of wellbeing by collating health and social information from consumers, their supportive others and health professionals. This information is reported back openly to consumers and their service providers to promote genuine collaborative care. The online platform does not provide stand-alone medical or health advice, risk assessment, clinical diagnosis or treatment; instead, it supports users to decide what may be suitable care options. Using an iterative cycle of research and development, the first four studies of Project Synergy (2014-2016) involved the development of different types of online prototypes for young people (i) attending university; (ii) in three disadvantaged communities in New South Wales; (iii) at risk of suicide; and (iv) attending five headspace centres. These contributed valuable information concerning the co-design, build, user testing and evaluation of prototypes, as well as staff experiences during development and service quality improvements following implementation. Through ongoing research and development (2017-2020), these prototypes underpin one online platform that aims to support better multidimensional mental health outcomes for consumers; more efficient, effective and appropriate use of health professional knowledge and clinical skills; and quality improvements in mental health service delivery.

Prior suicide attempts predict worse clinical and functional outcomes in young people attending a mental health service.

BACKGROUND: Mental disorders and suicidal thoughts and behaviours are common in help-seeking youth. Few studies report the longitudinal associations between these phenomena and clinical and functional outcomes. This study examined whether prior suicide attempts predict poorer outcomes in mental health service attendees. METHODS: Clinical and functional data from 1143 individuals (aged 12-30) attending a primary care-based mental health service in Australia were collected over 3-60 months (median = 21 months). Odds ratios (OR) with 95% confidence intervals for the effect of a prior suicide attempt on follow-up outcomes were estimated (adjusted for confounders). RESULTS: Prior suicide attempts were common (n = 164; 14%) and prospectively associated with suicidal thoughts (OR = 1.71), suicide attempts (OR = 2.59), self-harm (OR = 1.71), an increased likelihood of being diagnosed with bipolar disorder (OR = 2.99), and the onset of an alcohol/substance use disorder (OR = 2.87). Over the course of care, no suicide attempts were reported in 1052 (92%) individuals, but 25 (2%) had recurrent attempts, and 66 (6%) had new onset of an attempt. New onset was associated with being female and previous suicidal ideation or self-harm; recurrent attempts were associated with being older and comorbid alcohol/substance use disorder. LIMITATIONS: The cohort includes only individuals who remained in clinical contact, and the consistency of their documentation varied (across clinicians and over time). CONCLUSIONS: Young people with prior suicide attempts are vulnerable to ongoing suicidal behaviours, and poorer clinical and functional outcomes. More intensive management strategies may be needed to directly address these behaviours and the long-term risks they confer. These behaviours also emerge over the course of care among those with no previous history, which has important implications for active service-level strategies that target these behaviours for all of those who present to such services.