Youth voices and experiences regarding a school-based cognitive behavioral therapy skills intervention: lessons for future engagement and adaptation
Notice bibliographique
Résumé
BACKGROUND: The Cognitive Behavioral Therapy Skills Intervention (or CBTSI) aims to build mental health literacy and knowledge, allowing youth to build resilience and improve mental health broadly. In Ontario, Canada, youth voice is scant and European studies have largely reported on youth factors supporting stigma reduction, help-seeking intentions and overall satisfaction with a given intervention. Process evaluations and implementation that underpin what youth require to embrace mental health literacy interventions, particularly those that embed key learning principles in the everyday curriculum, have not been broached. The goal of this study is to understand both barriers and facilitators to engagement with the CBTSI (an intervention novel in itself because of the combined mental health plus cognitive behavior therapy (CBT) skills principles embedded in literacy) and the resources and structures that students report requiring, to fully engage with such an intervention. METHODS: Student focus groups were conducted utilizing qualitative interviews that were analyzed thematically. Analysis was informed using principles of pragmatism and analyzed inductively using thematic analysis (Braun and Clarke, Qual Res Psychol 3:77-101, 2006), first looking at the whole and then coding for themes, within an interpretivist framework. Youth were in middle school (grade 7 and 8) in Toronto, Canada who had received the CBTSI. Face to face interview guides with iterative questioning were conducted in February of 2020, and these interviews were audio-recorded and professionally transcribed. Teachers randomly chose a subset of youth whose parents consented to the research to ensure ethno-racial similarity to classroom demographics. RESULTS: There were eight groups with sixty students who participated. Students were 12 to 14 years of age. Major themes were identified: maximizing the opportunities for involvement and self-determination created an atmosphere where confidence and self-compassion could flourish, signalling to the students that they understood and were able to deploy the strategies they were taught; students expressed that the intervention needs to be adapted to enhance personal dignity, respecting both individual wishes and goals in light of the variability in student reported mental health. A model explains the structures and adaptations required to maximize learning based on youth feedback. INTERPRETATION: Mental health literacy incorporating CBT is a promising population-based health promotion intervention. Future adaptations and implementation decisions regarding the CBTSI need to address the wishes and experiences of these youth. Youth voice in this study explored factors that prevent and promote the uptake of the key lessons within the context of existing variability in student mental health that is often found within the context of a regular classroom. The results should be used to adapt the CBTSI as it is disseminated more broadly.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,014 | 0,012 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,007 | 0,004 |
| Communication savante | 0,005 | 0,005 |
| Science ouverte | 0,003 | 0,007 |
| Intégrité de la recherche | 0,003 | 0,005 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».