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Record W4404778107 · doi:10.1016/j.hctj.2024.100087

Experiences of barriers and facilitators in mental health care transitions: A qualitative exploration of perspectives from transitional-aged youth, family, and service providers (part 1)

2024· article· en· W4404778107 on OpenAlexafffund
Roula Markoulakis, Karen Lok Yi Wong, Sugy Kodeeswaran, Tracey Addison, Cathy Walsh, Jocelyn Charles, Amy Cheung, Deepy Sur, David W. Willis, Anthony Levitt

Bibliographic record

VenueHealth Care Transitions · 2024
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent and Pediatric Healthcare
Canadian institutionsOntario Medical AssociationSunnybrook HospitalUniversity of TorontoSunnybrook Health Science Centre
FundersCanadian Institutes of Health Research
KeywordsMental healthTransitional careQualitative researchService providerNursingPsychologyService (business)Health careSociologyMedicinePsychotherapistBusinessPolitical science

Abstract

fetched live from OpenAlex

Introduction: Transitional-aged youth (TAY) are at a vulnerable stage of their development in which mental health and/or addiction (MHA) issues tend to manifest and/or increase in severity. TAY also tend to find themselves subject to multiple care transitions, often resulting in sub-optimal access to MHA services. The objective of this study was to explore the perspectives of TAY, family members, and system providers regarding the supports needed by TAY and their families during transitions through MHA care. Methods: This is a descriptive qualitative study of TAY, family, and provider perspectives on their experiences with accessing/providing MHA care and transition supports for TAY. Focus groups and interviews were conducted with 14 TAY, 26 family members, and 23 service providers. Participants were asked about their experiences with regard to barriers and facilitators to transitions in care for TAY with MHA concerns. Data was analyzed utilizing a thematic analysis approach. Results: Six themes emerged during data analysis: pathways to care, appropriate and comprehensive care, continuity of care, informed care, family involvement, and TAY involvement. These results provide a better understanding of the needs of TAY and their families in relation to accessing and transitioning through MHA system supports and improving MHA outcomes. They also include the views of service providers on the current state of access to and transitions through MHA care, specifically for the TAY population. Discussion: This information reveals the supports needed by TAY and their families along with the challenges created due to a lack of guidance, transition preparation, collaboration, and continuity in the MHA system. MHA providers working with TAY and families can utilize these findings to promote effective TAY and family engagement for positive transitions and care experiences.

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)0.009
metaresearch head score (Gemma)0.009
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 score0.020
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0140.009
Scholarly communication0.0050.004
Open science0.0020.009
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.078
GPT teacher head0.424
Teacher spread0.347 · 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

Citations3
Published2024
Admission routes2
Has abstractyes

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