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Record W7134998490

Indigenous Community Members and Settler Teachers: Settler Teacher/Community Member Collaborations to Enhance Teacher Practice

2025· other· en· W7134998490 on OpenAlexfundaboutno aff
Krista Mary Tucker Petrick

Bibliographic record

VenueYorkSpace (York University) · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersMinistère de l’Éducation, Gouvernement de l’OntarioMinistry of Education, India
KeywordsIndigenousIndigenous educationTraditional knowledgeIgnoranceGrounded theoryNarrativeFocus groupQualitative researchOral historyCommunity of practice
DOInot available

Abstract

fetched live from OpenAlex

Settler Teacher (ST) and Indigenous Community Member (CM) relationships are occurring in education settings across the province of Ontario. This project explores the challenges and possibilities of the ST/CM collaboration and how they enhance teacher practice and contribute to decolonizing education, centering Indigenous knowledge, and fostering systemic transformation. To focus on the historical and current effects of colonialism, coupled with settler ignorance in education settings, I have located my positionality as a white woman engaging with Indigenous education. The project is grounded in decolonizing theory and examines relations to knowledge, others, self, and land, offering a framework to appreciate and interrogate ST/CM collaborations. The project situates these collaborations within professional learning theories and Indigenous education research. Critical Indigenous Research Methodology (CIRM) with a narrative inquiry approach was utilized in the project. Five pairs of purposively selected ST/CM pairs who worked, or were working, in Ontario schools participated in the project, using semi structured oral history interviews and conversations. The core insight is that strong, trusting and respectful ST/CM collaborations is a foundational aspect of systemic change in Indigenous education but requires sustained effort and practice. While much research speaks to the importance of relationality, this study gestures to the how of relationships. Participants identified six relational foundations of trusting and respectful collaborations, including listening, awareness of positionality, willingness to un/learn, stepping up/forward/back, bridging gaps, and holding hope. Recommendations within the dissertation invite STs and CMs to continue to share their voices, together or individually, and strongly recommends that researchers, schools and school boards consider how their research and practice can engage with and deepen ST/CM collaborations. Fostering quality ST/CM collaborations to informs teacher practice and supports Indigenous education will require a deep understanding of the ST/CM relationship and a deep understanding of living into trust and respect.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.043
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.007
Science and technology studies0.0030.001
Scholarly communication0.0000.001
Open science0.0030.002
Research integrity0.0020.008
Insufficient payload (model declined to judge)0.0040.002

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 head0.023
GPT teacher head0.285
Teacher spread0.262 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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 routes2
Has abstractyes

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