Becoming our young people’s case managers: caregivers’ experiences, needs, and ideas for improving opioid use treatments for young people using opioids
Bibliographic record
Abstract
BACKGROUND: Evidence continues to show that young people, ages 15-24, remain at significant risk of harms from non-medical opioid use and opioid use disorder (OUD), with experts calling for widespread implementation of developmentally-appropriate interventions. These recommendations include the involvement of caregivers in the prevention, early intervention, and treatment of young people using opioids. However, little research has investigated caregivers' experiences supporting young people, leaving critical gaps in understanding this role. The aim of this study is to explore caregivers' experiences accessing opioid use treatments with young people and their needs and ideas for improving such treatments. METHODS: This study reports qualitative findings from Phase 1 of the Improving Treatment Together project, a multi-phase, multi-site community-based participatory study broadly aimed at co-designing opioid use treatments to improve the experiences and outcomes of young people using non-medical opioids. During Phase 1, a total of 27 caregivers (parents, guardians) participated in full-day workshops that were conducted in three communities in British Columbia, Canada. Following human-centred co-design methods, caregivers engaged in small and large group discussions of their experiences, needs, and ideas for improving opioid use treatments for young people. Discussions were audio-recorded, transcribed verbatim, and thematically analysed. RESULTS: Across communities, caregivers' main experiences were defined as 'becoming our young people's case managers' and 'enduring a never-ending rollercoaster'. To improve these experiences, two needs themes were identified - expanding organizational and system-level capacity and wider-spread understanding of opioid use as a health issue. Caregivers brainstormed a total of 378 individual ideas to meet these needs, several of which spanned multiple needs themes. CONCLUSIONS: Caregivers' experiences, needs, and ideas reveal critical opportunities for improving the quality of interventions for opioid use among young people. This study represents a substantial contribution to the design and implementation of developmentally-appropriate and family-centred interventions for young people using opioids.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".