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Record W4417322388 · doi:10.1007/s42322-025-00231-6

Bridging the gap between theory and practice: development of a framework and resources for school-based outdoor education through action research

2025· article· en· W4417322388 on OpenAlexafffundabout
Jean‐Philippe Ayotte‐Beaudet, Yannick Lacoste, Annie Dutil, C. Fournier, Ariane Dupuis, Marie-Hélène Guay, Brigitte Gagnon, Valérie Vinuesa, Geneviève Lessard, Caroline Bouchard, Marie‐Claude Beaudry

Bibliographic record

VenueJournal of Outdoor and Environmental Education · 2025
Typearticle
Languageen
FieldPsychology
TopicOutdoor and Experiential Education
Canadian institutionsUniversité LavalUniversité du Québec en OutaouaisUniversité du Québec à MontréalUniversité de Sherbrooke
FundersMinistère de l'Éducation, du Loisir et du Sport Québec
KeywordsGrassrootsBridging (networking)Outdoor educationSociology of EducationTransferabilityDiversity (politics)Professional developmentCurriculum studiesEducational research

Abstract

fetched live from OpenAlex

Abstract In Québec, Canada, interest in school-based outdoor education is growing, driven by educators’ grassroots efforts and ministerial support. Despite its increasing adoption, a shared understanding of school-based outdoor education remains lacking. In response to this lack of shared understanding, this study adopted an action research approach, engaging 37 practitioner-researchers across various educational and professional roles to co-develop a framework and resources for school-based outdoor education. Guided by Guay and Gagnon’s (2021) methodology, our research team and practitioner-researchers collaboratively identified the current situation, priority problems, and a desired situation, as well as the research, action, and educational aims of the study. The resulting framework includes a clear, consensus-based definition and eight guiding principles that reflect a diversity of practices and contexts. Additionally, six professional development resources were co-created to support outdoor education across different educational levels and sectors. These resources aim to promote a shared understanding and facilitate capacity-building among educators, administrators, and public health professionals. Findings highlight the importance of intersectoral collaboration, contextual sensitivity, and professional learning in developing a framework and resources for school-based outdoor education. The study’s contributions include a contextually grounded framework and practical resources to support policy development, pre-service and in-service training. While the framework was validated by collaborating practitioner-researchers involved in this action research, its relevance and transferability in other educational contexts—such as different provinces, international settings, or culturally diverse communities—remain to be further explored.

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)0.230
metaresearch head score (Gemma)0.091
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.230
Threshold uncertainty score0.950

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.2300.091
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0140.008
Science and technology studies0.0200.071
Scholarly communication0.0300.023
Open science0.0120.030
Research integrity0.0090.010
Insufficient payload (model declined to judge)0.0040.001

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 head0.069
GPT teacher head0.472
Teacher spread0.402 · 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.

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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