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Record W4414189265 · doi:10.1108/he-02-2025-0028

The process of student engagement in Health-Promoting Schools: a co-design approach with Youth Engagement Coordinators in Nova Scotia, Canada

2025· article· en· W4414189265 on OpenAlexafffundabout
Julia Kontak, Rebecca Feicht, Stephanie Heath, Camille L. Hancock Friesen, Sara Kirk

Bibliographic record

VenueHealth Education · 2025
Typearticle
Languageen
FieldHealth Professions
TopicSchool Health and Nursing Education
Canadian institutionsNova Scotia Health AuthorityDalhousie University
FundersDalhousie University
KeywordsStudent engagementTransformative learningThematic analysisYouth engagementFocus groupPublic engagementQualitative researchReflexivityPhotovoiceCommunity engagement

Abstract

fetched live from OpenAlex

Purpose Evidence supports meaningful student engagement in Health-Promoting Schools (HPS) approaches as an essential condition for enhancing student well-being, yet little is known about this process. This study sought to interpret the process of student engagement in HPS through the perspectives of Youth Engagement Coordinators (YECs). Design/methodology/approach This qualitative exploratory study took place in Nova Scotia, Canada where HPS has been implemented since 2005. YECs (n = 6), recruited into positions to support student engagement in HPS, participated in the study. A transformative paradigm and generative co-design process guided the work. In a one-day co-design workshop, YECs collaborated with the research team to collect, analyze and interpret their data. YECs were engaged in a focus group, participatory mapping process and a theming exercise. Following the workshop, reflexive thematic analysis was conducted by the lead researcher through a reflection meeting with participating YECs. Findings Five themes were developed: Embodying a youth-engaged position – the necessary values and beliefs guiding YEC practice, discovering the layers of the school environment – understanding the history, ethos and culture of the setting; building trust within the school community – gaining acceptance through relations, role and reliability; creating a space for exploration on health – expanding the social and physical boundaries to learn and define health; and enacting principles of equity – acknowledging youth voice and disrupting power dynamics. Originality/value This research contributes to the continued development, implementation and evaluation of meaningful student engagement in HPS.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.344
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.103
GPT teacher head0.477
Teacher spread0.373 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2025
Admission routes3
Has abstractyes

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