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Record W7015659672

Supporting Mental Health Education in Ontario Secondary Schools: A Cross-Curricular Handbook for Ontario Secondary Teachers

2024· other· en· W7015659672 on OpenAlexaboutno aff

Bibliographic record

VenueBrock University Digital Repository (Brock University) · 2024
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsMental healthMental health literacyPsychological interventionMental health lawHealth educationProfessional developmentFace (sociological concept)Literacy
DOInot available

Abstract

fetched live from OpenAlex

It has been almost two full years since the emergence of the COVID-19 pandemic (2019), the effects of which are currently being seen in Ontario today within the education system, with a profound escalation in mental health challenges among children and youth. Educators are noticing an increase in mental health issues brought forward by students, and the increase in mental health issues continues to be at the forefront of conversations held by secondary school teachers because of the pressures they face as role models and caring adults. Teachers, however, have identified they are not comfortable helping students who come forward with mental health issues because they, too, lack mental health literacy; they do not feel equipped with the knowledge and understanding of mental health, and feel ill-prepared because they have not received adequate education, training, or professional development on the topic. Some teachers are also avoiding conversations in classes related to mental health because they are unaware of the available and accessible resources, services, strategies, and tools. To address this gap, the researcher developed a mental health handbook in alignment with the Aligned and Integrated Model (AIM) framework from School Mental Health Ontario (2023) that offers a solution to improve secondary teachers’ readiness in supporting students’ mental health and well-being. Focusing on Tier 1 of AIM, the handbook is designed to improve educators’ mental health literacy through understanding early identification, prevention, and early intervention, ensuring a holistic approach to address the varying mental health needs within the school setting. The handbook is also intended to help educators recognize, respond to, and support students who might be experiencing mental health challenges. Implementing the handbook within secondary schools throughout Ontario might hold the potential to enhance teachers’ confidence and comfortability in assisting students who come forward with mental health concerns and, ultimately, foster an environment where students feel supported and empowered to navigate their mental health challenges with both efficacy and dignity.

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)0.007
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.233
Threshold uncertainty score0.468

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0090.003
Scholarly communication0.0040.002
Open science0.0030.006
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0060.001

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 head0.009
GPT teacher head0.238
Teacher spread0.229 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2024
Admission routes1
Has abstractyes

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