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Record W4411969644 · doi:10.3389/feduc.2025.1562779

Getting people to experience it: a grounded theory of the process of integrating a First Nations wellbeing program within university curricula

2025· article· en· W4411969644 on OpenAlexaboutno aff
Dominic Orih, Karen Cheer, Rhian Morgan, Hyacinth Udah, Komla Tsey

Bibliographic record

VenueFrontiers in Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsGrounded theoryCurriculumProcess (computing)Engineering ethicsSociologyKnowledge managementEngineering managementPedagogyEngineeringComputer sciencePsychologyQualitative researchSocial scienceProgramming language

Abstract

fetched live from OpenAlex

Background The wellbeing of university students is crucial for their success. Yet educators struggle with the lack of frameworks to integrate wellbeing into core curricula, and universities often relegate wellbeing initiatives to extracurricular activities. These initiatives frequently fail to engage students and the potential impact to wellbeing is reduced. In Australia, universities are also encouraged to integrate First Nations Knowledge within mainstream curricula, but some academics may be skeptical about the relevance of these knowledge systems in specific disciplinary settings. This study addresses these challenges by exploring the integration of the First Nations-developed Family Wellbeing (FWB) program—a wellbeing-focused soft skills approach—into core university curricula. Methods Using constructivist grounded theory methodology, the authors developed the theoretical model “Getting people to experience it,” drawing on in-depth interviews with eight educators who integrated the FWB program within core university curricula in Australia and internationally. Findings The study examined the challenges, opportunities, strategies, and outcomes of this integration, revealing significant improvements in wellbeing and soft skills for both students and educators. Viewed through the lens of cultural interface, the findings offer valuable insights into bridging First Nations and Western knowledge systems in higher education. Conclusion The theoretical model provides a practical framework for educators to integrate wellbeing and soft skills as core elements of curricula, rather than treating them as optional add-ons. This work has profound implications for addressing student mental health, enhancing soft skills, and creating a more inclusive and effective educational experience.

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)0.037
metaresearch head score (Gemma)0.019
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 score0.037
Threshold uncertainty score0.196

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0370.019
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.003
Science and technology studies0.0110.060
Scholarly communication0.0130.015
Open science0.0040.010
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0020.000

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 head0.005
GPT teacher head0.297
Teacher spread0.292 · 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 routes1
Has abstractyes

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