Development and validation of MyLifeTracker: a routine outcome measure for youth mental health

Dynamic learning of individual-level suicidal ideation trajectories to enhance mental health care

There has recently been an increase in ongoing patient-report routine outcome monitoring for individuals within clinical care, which has corresponded to increased longitudinal information about an individual. However, many models that are aimed at clinical practice have difficulty fully incorporating this information. This is in part due to the difficulty in dealing with the irregularly time-spaced observations that are common in clinical data. Consequently, we built individual-level continuous-time trajectory models of suicidal ideation for a clinical population (N = 585) with data collected via a digital platform. We demonstrate how such models predict an individual's level and variability of future suicide ideation, with implications for the frequency that individuals may need to be observed. These individual-level predictions provide a more personalised understanding than other predictive methods and have implications for enhanced measurement-based care.

New Brunswick's mental health action plan: A quantitative exploration of program efficacy in children and youth using the Canadian Community Health Survey

In 2011, the New Brunswick government released the New Brunswick Mental Health Action Plan 2011-2018 (Action Plan). Following the release of the Action Plan in 2011, two progress reports were released in 2013 and 2015, highlighting the implementation status of the Action Plan. While vague in their language, these reports indicated considerable progress in implementing the Action Plan, as various initiatives were undertaken to raise awareness and provide additional resources to facilitate early prevention and intervention in children and youth. However, whether these initiatives have yielded measurable improvements in population-level mental health outcomes in children and youth remains unclear. The current study explored the impact of the Action Plan by visualizing the trend in psychosocial outcomes and service utilization of vulnerable populations in New Brunswick before and after the implementation of the Action Plan using multiple datasets from the Canadian Community Health Survey. Survey-weighted ordinary least square regression analyses were performed to investigate measurable improvements in available mental health outcomes. The result revealed a declining trend in the mental wellness of vulnerable youth despite them consistently reporting higher frequencies of mental health service use. This study highlights the need for a concerted effort in providing effective mental health services to New Brunswick youth and, more broadly, Canadian youth, as well as ensuring rigorous routine outcome monitoring and evaluation plans are consistently implemented for future mental health strategies at the time of their initiation.

Evaluating changes in functioning and psychological distress in visitors of the @ease youth mental health walk-in centres

BACKGROUND

Highly accessible youth initiatives worldwide aim to prevent worsening of mental health problems, but research into outcomes over time is scarce.

AIMS

This study aimed to evaluate outcomes and support use in 12- to 15-year-old visitors of the @ease mental health walk-in centres, a Dutch initiative offering free counselling by trained and supervised peers.

METHOD

Data of 754 visitors, collected 2018-2022, included psychological distress (Clinical Outcomes in Routine Evaluation 10 (CORE-10)), social and occupational functioning (Social and Occupational Functioning Assessment Scale (SOFAS)), school absenteeism and support use, analysed with change indicators (first to last visit), and mixed models (first three visits).

RESULTS

Among return visitors, 50.5% were female, 79.4% were in tertiary education and 36.9% were born outside of The Netherlands (one-time visitors: 64.7%, 72.9% and 41.3%, respectively). Moreover, 29.9% of return visitors presented with suicidal ideations, 97.1% had clinical psychological distress levels, and 64.1% of the latter had no support in the previous 3 months (one-time visitors: 27.2%, 90.7% and 71.1%, respectively). From visit 1 to 3, psychological distress decreased (β = -3.79, 95% CI -5.41 to -2.18; P < 0.001) and social and occupational functioning improved (β = 3.93, 95% CI 0.51-7.36; P = 0.025). Over an average 3.9 visits, 39.6% improved reliably and 28.0% improved clinically significantly on the SOFAS, which was 28.4% and 8.8%, respectively, on the CORE-10, where 43.2% improved in clinical category. Counselling satisfaction was rated 4.5/5.

CONCLUSIONS

Reductions in psychological distress, improvements in functioning and high counselling satisfaction were found among @ease visitors, forming a basis for future research with a control group.

The clinical and functional outcomes of a large naturalistic cohort of young people accessing national early psychosis services

AIMS

Services for individuals with a first episode of psychosis or at ultra-high risk of psychosis have become a treatment model of choice in mental health care. The longitudinal changes in clinical and functional outcomes as a result of real-world treatment remain under-reported.

METHODS

We analysed data from first episode of psychosis and ultra-high risk services delivered across Australian primary youth mental health care services known as headspace between 19 June 2017 and 30 September 2019. Outcome measures were completed and entered into a minimum dataset every 90 days a participant was receiving treatment and included psychiatric symptomatology (Brief Psychiatric Rating Scale and psychological distress, K10) and psychosocial functioning (Social and Occupational Functioning Assessment Scale and My Life Tracker). Linear mixed-effects models were used to evaluate changes in outcome over time.

RESULTS

Outcome data from a total of 1252 young people were evaluated (643 first episode of psychosis, 609 ultra-high risk). Of those who entered ultra-high risk services, 11.8% transitioned to first episode of psychosis services. Overall, substantial improvement in clinical (Brief Psychiatric Rating Scale, K10) and functional (Social and Occupational Functioning Assessment Scale, My Life Tracker) outcomes were seen across groups and outcomes. Ultra-high risk patients showed a greater reduction in distress symptoms, while first episode of psychosis patients experienced a greater reduction in positive psychosis symptoms. Although clinical outcomes showed a plateau effect after approximately 3 months of care, improvement in functional outcomes (Social and Occupational Functioning Assessment Scale, My Life Tracker) continued later in treatment.

CONCLUSION

These findings support the use of real-time, real-world and low-cost administrative data to rigorously evaluate symptomatic and functional outcomes in early psychosis treatment settings. Findings that functional outcomes improve past the remittance of clinical outcomes also support the functional recovery focus of early psychosis services and remaining high levels of distress suggest the need for ultra-high risk services to extend beyond 6 months of care.

YESS: A feasibility study of a supported employment program for youths with mental health disorders

OBJECTIVE

In Canada, employment/education support is rarely embedded as a component of mental health service delivery. This study describes a supported education/employment program (SEP) that integrates both clinical and community mental health services. The main objectives were to estimate the feasibility of a 5-week SEP among youths aged 17-24 with mental illness and to estimate the extent to which participation in this program improved employment and mental health outcomes.

METHODS

This was a single cohort study. Feasibility outcomes assessed were demand, acceptability, practicality, integration, adaptation, and effectiveness. These were assessed through recruitment and retention rates, recording patterns of missing data, and examining differences between completers and non-completers. Appropriateness of the outcome measures was assessed through the strength of the association between the outcome measures at baseline. Effectiveness of the program was assessed through employment and as measured using MyLifetracker (MLT), Satisfaction with Life Scale (SWLS), and the Canadian Personal Recovery Outcome Measure (CPROM).

RESULTS

A total of 110 youths with a mean age of 20.6 (SD: 2.2) were recruited. At 5 weeks, 82 (74.5%) of participants remained in the program. Of the people who completed the program, 56.1% were women, 76.6% were in stable housing and 64.1% had depression. Approximately 60% of non-completers used two or more services and were in at-risk housing. More than 25% of participants improved on the patient-reported outcomes. Scores on these measures were moderately to highly correlated with each other. Employment rates varied and corresponded to the waves of the COVID-19 pandemic in Canada.

CONCLUSION

Results showed that this program was feasible and there was high demand for SEP during the COVID-19 pandemic but gaining employment remained difficult. Educational or employment outcomes, measured over a short period, may not be adequate. Instead, individualized and patient-reported outcome measures may be more appropriate for SEP programs.

A routine outcome measure for youth mental health: Clinically interpreting MyLifeTracker

AIM

MyLifeTracker is a session-by-session mental health outcome measure for young people aged 12 to 25 years. The aim of this study was to determine clinically significant change indexes for this measure that would identify developmentally appropriate thresholds. The study also aimed to determine expected change trajectories to enable clinicians to compare a client's progress against average rates of change.

METHODS

Participants comprised young people aged 12 to 25 years from both a clinical and a community sample from Australia. The clinical sample was 63 840 young people that attended a headspace centre. The non-clinical group was an Australian representative community sample of 4034 young people.

RESULTS

Clinically significant change indexes were developed for MyLifeTracker specific for age and gender groups by comparing clinical and non-clinical samples. Males and young people aged 12 to 14 years needed to reach higher scores to achieve clinically significant change compared to females and other age groups, respectively. MyLifeTracker expected change trajectories followed a cubic pattern for those with lower baseline scores of 0 to 50, whereas those with baseline scores of 51 and above had varying patterns. For those with lower baseline scores, expected change trajectories showed that stronger change was evident early in treatment, which then tapered off before accelerating again later in treatment.

CONCLUSIONS

The development of MyLifeTracker benchmarks allows the measure to be used for Feedback Informed Treatment by supporting treatment planning and decision-making. This information can help clinicians to identify clients who are not on track or deteriorating and identify when clients are improving.

Weight gain and metabolic screening in young people with early psychosis on long acting injectable antipsychotic medication (aripiprazole vs paliperidone)

AIM

Long-acting injectable (LAI)antipsychotics are often used in psychosis to assist with medication compliance and relapse prevention, although the weight gain and metabolic effects in young people are yet to be examined. This study examined the long-term effects of aripiprazole and paliperidone in LAI formulation on weight gain and metabolic parameters in young people with early episode psychosis.

METHODS

Weight gain and other metabolic effects of aripiprazole and paliperidone in LAI formulation were examined in 59 young people with early episode psychosis over a 12-month period. Changes in outcome measurements were examined at baseline and 3 monthly intervals.

RESULTS

The results showed that both aripiprazole and paliperidone were associated with time-dependent increases in weight. At 12 months, weight increased by an average of 7% (6 kg) with both aripiprazole and paliperidone relative to the baseline, and the percentage of overweight or obese people increased from 33% to 60%. There was no advantage of aripiprazole compared to paliperidone with regards to weight change, although aripiprazole was associated with lower triglycerides and prolactin levels.

CONCLUSIONS

Both LAI medications were associated with substantial weight increases over time. These results build on emerging evidence showing that aripiprazole is not weight neutral in young people. Our recommendation is that weight-management programs should be offered from the start of medication initiation.

Factors affecting the implementation of an outcome measurement feedback system in youth mental health settings

Objective: Measurement feedback systems provide clinicians with regular snapshots of a client's mental health status, which can be used in treatment planning and client feedback. There are numerous barriers to clinicians using outcome measures routinely. This study aimed to investigate factors affecting the use of a measurement feedback system across youth mental health settings. Methods: The participants were 210 clinicians from headspace youth mental health services across Australia. They were surveyed on predictors and use of MyLifeTracker, a routine outcome measure. This was explored through three processes: looking at MyLifeTracker before session, using MyLifeTracker in treatment planning, and providing feedback of MyLifeTracker scores to clients. Results: Clinicians were more likely to look at MyLifeTracker before session, less likely to use it in treatment planning, and least likely to provide MyLifeTracker scores to clients. Each measurement feedback system process had a distinct group of predictors. Perceptions of MyLifeTracker's practicality was the only significant predictor of all three processes. Conclusion: Practically, organisations and supervisors can increase the use of measurement feedback systems through targeted supports.

Are Psychological Distress and Resilience Associated with Dietary Intake Among Australian University Students?

University students report unhealthy diets and experience poorer mental health than the general population. This study explores the association between psychological distress and resilience with dietary intake in a sample of Australian university students. Cross-sectional data from the University of Newcastle Student Healthy Lifestyle Survey 2017 were analysed. Psychological distress (Kessler Scale), resilience (Brief Resilience Scale) and fruit, vegetable, soft drink, takeaway food and breakfast intakes (short diet questions) were assessed. Socio-demographic (e.g., gender), student (e.g., undergraduate/postgraduate) and health characteristics (e.g., physical activity) were captured. Multivariate linear regression models explored associations between psychological distress and resilience with dietary intake, with adjustment for potential confounders. Analysis included 2710 students (mean age 26.9 ± 9.5 years, 30.4% male). In adjusted models, lower psychological distress was associated with higher fruit (β = -0.37, p = 0.001) and vegetable (β = -0.37, p < 0.001) serves/day, more frequent breakfast consumption (p < 0.001) and less frequent soft drink and takeaway food consumption (p < 0.001). Higher resilience was associated with higher fruit (β = 0.03, p = 0.022) and vegetable (β = 0.06, p < 0.001) serves/day, more frequent breakfast consumption (p = 0.005), and less frequent soft drink (p < 0.001) and takeaway food consumption (p = 0.001). These results highlight a potential link between psychological distress and resilience with diet, and that further research in this area is warranted.

Key attributes of integrated community-based youth service hubs for mental health: a scoping review

BACKGROUND

Community-based, integrated youth service hubs have the potential to address some of the longstanding issues with mental health services for youth, including problems with access and system fragmentation. Better understanding of these approaches, particularly efforts to create a single point of entry to comprehensive, evidence-based services through youth service hubs, is needed to help guide future implementation and evaluation. This scoping review identifies the key principles and characteristics of these models of care, as well as the state of the literature, particularly with regard to implementation and replicability.

METHOD

Electronic databases and grey literature sources were searched for material from 2001 to 2019, with diverse search terms capturing the concept of "integrated" or "one-stop shop" youth mental health services. Title/abstract and full text review were conducted, as well as additional focused searching. After screening 4891 texts at the title/abstract level and 496 at the full-text level, 110 documents were included for data extraction.

RESULTS

Several integrated care hub models for youth mental health services and related frameworks were identified internationally, largely in high-income countries. Common principles included an emphasis on rapid access to care and early intervention, youth and family engagement, youth-friendly settings and services, evidence-informed approaches, and partnerships and collaboration. Program characteristics also revealed similarities (e.g., providing evidence-informed or evidence-based services in youth-friendly spaces), with some differences (e.g., care coordination methods, types of service providers), potentially attributable to lack of available information about key ingredients. Outcome research was limited, with few rigorous evaluations of youth outcomes. Moreover, sufficient information for replication, community evaluation of feasibility or actual implementation was rarely provided.

CONCLUSION

Internationally, integrated youth service hubs were found to share common key principles, while providing comprehensive services to youth with mental health difficulties. There is a great need for common language and measurement framework to facilitate replication, rigorous evaluation of outcomes, knowledge exchange, and dissemination of findings.

Goal setting improves retention in youth mental health: a cross-sectional analysis

BACKGROUND

This study explored if a youth-specific mental health service routinely set goals with young people during initial intake/assessment and if goal setting and goal quality in this service was associated with patient retention.

METHODS

Consecutive initial assessments (n = 283) and administrative service data from two youth-specific health services in Australia were audited for evidence of goal setting, content and quality of the goal and number of therapy services provided after the intake/assessment process. Logistic regression was used to determine if goal setting was associated with disengagement after the assessment session, controlling for drug use, unemployment, age, gender, mental health diagnosis and service site. A consecutive sub-sample of 166 goals (74 participants), was analysed for goal quality. Each goal was assessed against three components of the SMART (specific, measurable, acceptable/achievable, realistic and timed goals) criteria; specific, measurable and timed; and assigned a goal quality score 1-3. A multiple regression explored whether goal quality was predictive of the number of sessions attended, controlling for the same variables as the logistic regression.

RESULTS

Goal setting was evident in the records of 187 participants (66%). Although most goals were for emotional management, 24% addressed improvements in function. Of the 166 goals analysed in depth, 95 were specific, 23 measurable, but none were timed. Not setting goals during initial assessments correlated with service disengagement (OR 0.30, p > 0.001). Goal setting was positively associated with more therapy sessions attended, regardless of goal quality rating.

CONCLUSIONS

Engagement and retention of young people within mental health services can be challenging. Clinical tools such as goal setting may keep young people engaged in services longer, potentially improving clinical outcomes. Further research exploring the effectiveness of current youth service models on client-specific goal based outcomes is recommended.