Educator Understandings of Wellness: Barriers and Supports in Northern Alberta First Nations Schools
Bibliographic record
Abstract
School communities thrive when educators actively foster wellness. Educators working in First Nations communities conceptualize wellness in unique ways and are active agents in creating opportunities to meet their own wellness needs. This research explores conceptions, supports, and challenges related to wellness from the perspectives of teachers and educational assistants from three First Nation schools in northern Alberta. This qualitative case study includes interviews with 19 educators, and preliminary understandings revealed that educators situate their own wellness within the context of the school and larger community. They prioritize physical wellness and understand that emotional and psychological wellness are also often important. Finally, factors such as isolation, land, access, distance, and cost are seen as barriers to wellness by many. These same factors also represent opportunities to engage in wellness in ways that are less accessible to educators working and living in urban centers. We conclude that attention must be paid to the unique educator wellness needs in First Nations community schools as wellness-promoting initiatives are explored. Keywords: wellness, Indigenous education, educator wellness, northern, First Nations Les communautés scolaires s'épanouissent lorsque les éducateurs favorisent activement le bienêtre. Les éducateurs travaillant dans les communautés des Premières nations conceptualisent le bienêtre de façon unique et sont des agents actifs dans la création d'occasions pour répondre à leurs propres besoins en matière de bienêtre. Cette recherche explore les conceptions, les soutiens et les défis liés au bienêtre du point de vue des enseignants et des assistants pédagogiques de trois écoles des Premières nations du nord de l'Alberta. Cette étude de cas qualitative comprend des entrevues avec 19 éducateurs, et les résultats préliminaires révèlent que les éducateurs situent leur propre bienêtre dans le contexte de l'école et de la communauté dans son ensemble. Ils accordent la priorité au bienêtre physique et comprennent que le bienêtre émotionnel et le bienêtre psychologique sont aussi souvent importants. Enfin, des facteurs tels que l'isolement, le territoire, l'accès, la distance et le coût sont considérés par beaucoup comme des obstacles au bienêtre. Ces mêmes facteurs représentent également des occasions de s'engager dans le bienêtre d'une manière qui est moins accessible aux éducateurs travaillant et vivant dans les centres urbains. Nous concluons qu'il faut prêter attention aux besoins uniques des éducateurs en matière de bienêtre dans les écoles communautaires des Premières nations lors de l’exploration d’initiatives de promotion du bienêtre. Mots clés : bienêtre, éducation autochtone, bien-être des éducateurs, du Nord, Premières nations
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.019 | 0.012 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".