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Record W4416203688 · doi:10.1186/s12888-025-07523-7

A qualitative study exploring youth’s experiences of hospital- and integrated community-based mental health services: the YouthCan IMPACT initiative

2025· article· en· W4416203688 on OpenAlexafffundabout
Meaghen Quinlan-Davidson, Joanna Henderson, Péter Szatmári, Amy Cheung, Mahalia Dixon, Jacqueline Relihan, D. Singer, Lisa D. Hawke, Kristin Cleverley

Bibliographic record

VenueBMC Psychiatry · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicArt Therapy and Mental Health
Canadian institutionsUniversity of TorontoCentre for Addiction and Mental Health
FundersCanadian Institutes of Health Research
KeywordsQualitative researchMental healthMEDLINEMental illnessQualitative analysis

Abstract

fetched live from OpenAlex

BACKGROUND: Approximately 20% of Canadian youth (12-25 years) experience mental health and substance use (MHSU) concerns, with the majority not receiving timely evidence-informed care. The YouthCan IMPACT study was a pragmatic randomized controlled trial (pRCT) of an integrated youth services model. The pRCT compared integrated collaborative care teams (the intervention) to youth outpatient hospital psychiatric services (the treatment as usual control). We embedded a qualitative study within the pRCT to explore youth's perceptions and experiences of the intervention and the control services. METHODS: Youth participants (14-17 years) were recruited to the study within an ongoing pRCT from hospitals. Youth were purposively sampled from the broader pRCT sample based on sex assigned at birth and pRCT arm (intervention or control group). To capture service experience across a range of follow-up intervals, youth were eligible to participate in the study if they had completed a six-month or a 12-month assessment within the pRCT. Semi-structured interviews were conducted with n = 44 youth between January 2018 and December 2019 (n = 22 intervention and n = 22 control participants). The interview focused on access; needs and preferences; decision-making; and satisfaction, among other domains. Two coders thematically analyzed the groups separately. Coding differences were resolved through discussion with the research team. RESULTS: Participants in both study arms articulated their service experiences around the themes of dignity, respect, and autonomy in care. Participants felt valued and respected when they receive tailored, consistent services; comprehensive information; were able to develop a supportive, collaborative relationship with the service provider; and used their voice in their care plan. They reported improved satisfaction, improvement in mental health status, and usefulness of services. Some youth within the hospital setting experienced services that were inappropriate, inefficient, and poorly coordinated. These experiences adversely affected youth's dignity, respect, and autonomy. CONCLUSIONS: This study is the first embedded qualitative study globally within a pRCT that explores experiences of an integrated collaborative care team model and standard hospital care. The study adds to the limited evidence base on dignity, respect, and autonomy within youth MHSU services. Determining how youth experience services in community-based and hospital settings is critical as it helps reduce treatment gaps. TRIAL REGISTRATION: Clinicaltrials.gov NCT02836080. Registration date 2016-07-14.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.012
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.090
Threshold uncertainty score0.179

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0130.008
Scholarly communication0.0040.003
Open science0.0020.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.142
GPT teacher head0.393
Teacher spread0.252 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2025
Admission routes3
Has abstractyes

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