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Record W4414217534 · doi:10.1108/qea-09-2024-0100

An adult educator’s reflection on designing and delivering an embodied learning community development programme and embodied teaching and learning methods

2025· article· en· W4414217534 on OpenAlexafffundabout
Emily Dobrich

Bibliographic record

VenueQuality Education for All · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAdult and Continuing Education Topics
Canadian institutionsToronto Rehabilitation InstituteUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsEmbodied cognitionReflexivityQuality (philosophy)FieldnotesThematic analysisReflection (computer programming)Educational technologyExperiential learningPerspective (graphical)

Abstract

fetched live from OpenAlex

Purpose This paper presents an educator’s perspective, on creating and facilitating an embodied learning programme with implications for theory, research and practice. Embodied learning methods, which centre the body in learning, have been discredited for being alternative to traditional learning methods and underappreciated in many formal institutions. Hence, this paper aims to challenge assumptions regarding quality education and proposes alternative directions to support the quality of education for migrants and refugees. Design/methodology/approach The research followed a qualitative decolonial methodological approach. The principal investigator developed and delivered an embodied learning community development programme in Canada consisting of 12 sessions. Data was collected using embodied ethnographic methods which included fieldnotes and a reflective journal. Data sources were analysed using reflexive thematic analysis (Braun and Clarke, 2021). Findings The embodied learning approach was well received and resulted in establishing deep interpersonal connection. However, developing and facilitating an embodied learning programme, from the perspective of a researcher and practitioner, takes a significant amount of energy and involved profound levels of engagement. Originality/value This research makes two important contributions. The first is the evidence of ways in which embodied learning approaches can improve the quality of education for migrants and refugees. The second comes from the insights on factors to consider for quality design and delivery of embodied learning programmes. This research has value to researchers and practitioners interested in alternative education and migrant education. The results and discussion provide suggestions for future development of embodied educational programmes.

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)0.019
metaresearch head score (Gemma)0.026
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: none
Teacher disagreement score0.019
Threshold uncertainty score0.102

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.026
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0080.011
Scholarly communication0.0060.009
Open science0.0020.007
Research integrity0.0070.013
Insufficient payload (model declined to judge)0.0070.002

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 head0.105
GPT teacher head0.490
Teacher spread0.386 · 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

Citations0
Published2025
Admission routes3
Has abstractyes

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