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Record W7106021826 · doi:10.7939/83145

Walking Alongside Three Inuit Women’s Educational and Employment Experiences as a Non-Indigenous Researcher

2025· dissertation· en· W7106021826 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Alberta Library · 2025
Typedissertation
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousVocational educationAttendanceIndigenous educationApprenticeshipEducational researchTraditional knowledgeArctic

Abstract

fetched live from OpenAlex

My research focuses on the experiences of three Inuit women who participated in an early childhood diploma program that I was honoured to co-instruct with an Inuit Elder in 2016. These program participants had a strong passion and desire to further their education beyond secondary school. The research question for this study is: How do Inuit women’s post-secondary educational experiences demonstrate a reconciliatory approach to education that fosters self-reliance and community engagement? I use Indigenous Storywork, an Indigenous research methodology, in that the “intent is for storytellers, learners, researchers, and educators to engage with Indigenous stories for meaningful education and research” (Archibald et al., 2019, p. 1). In Chapter One, I present the significance of my research purpose and the experiences that I bring to my research. I then investigate Nunavut Territory’ historical context, Arctic Residential Schools history, and Nunavut’s adult educational policy statements (Government of Nunavut, n.d.) that apply to post- secondary education research in Chapter Two. In Chapter Three, I inspect the history of post- secondary education in Canada’s three territories. I examine Inuit women’s roles in traditional land work, wage work, and domestic work. As well, I investigate certain barriers that hinder Inuit women’s post-secondary education attendance and employment opportunities. I argue that post- secondary education programming is notable because its vocational merit benefits the entire Pond Inlet community. To support this argument, I examine various literature regarding Indigenous-focused culturally appropriate education and training. I also review the literature on Indigenous women’s sociocultural approach to education and work. I provide details of my theoretical framework, research methodology, and research design in Chapter Four. In Chapter\nFive, I focus on government-mandated education and employment policies and the implementation of these initiatives through the three participants’ education and employment stories. My participants’ stories bring significant insight into the Inuit Qaujimajatuqangit [Inuit traditional knowledge] principles and how these values are lived out in personal and professional lives in community and in their workplace. In Chapter Six, I present my concluding comments and recommendations for future research.

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)0.004
metaresearch head score (Gemma)0.006
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: Empirical
Teacher disagreement score0.812
Threshold uncertainty score0.373

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0470.016
Scholarly communication0.0080.005
Open science0.0030.011
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0050.001

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 head0.020
GPT teacher head0.309
Teacher spread0.289 · 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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