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Record W7132952475

Naalagiursaniq Tunnganarnirlu (Learning to Listen and be Welcoming): Engaging Inuit Perspectives on Timimut Ikajuqsivik (Rehabilitation Services) for Children in the Qikiqtani Region of Nunavut

2022· dissertation· W7132952475 on OpenAlexaboutno aff
Janna Lynn MacLachlan

Bibliographic record

VenueTSpace · 2022
Typedissertation
Language
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsMainstreamForegroundingParticipatory action researchGeneral partnershipCitizen journalismTraditional knowledgeAccountabilityPrivilege (computing)Qualitative researchMetis
DOInot available

Abstract

fetched live from OpenAlex

Background: Timimut ikajuqsivik (or rehabilitation services in English) for children in the Qikiqtani Region of Nunavut is primarily delivered following mainstream Canadian practices informed by Eurocentric worldviews. Inuit have had little opportunity for their perspectives to inform timimut ikajuqsivik, limiting Inuit access to self-determination and cultural safety in this context. The primary objective of this study was to advance knowledge on how the timimut ikajuqsivik interests of Inuit children in this region can be understood and supported by foregrounding Inuit perspectives, knowledge and worldviews. Methodology: This qualitative study was organized according to the Piliriqatigiinniq Partnership Model for Community Health Research (Healey & Tagak, 2014) and supported by critical theory. The first manuscript (of four presented in this dissertation) describes the accountability framework created to support the bridging of Inuit worldviews and the critical paradigm in the study. Twenty-five participants from two Qikiqtani Region communities shared their knowledge to inform the study. Participatory analysis significantly shaped findings. Findings: Three manuscripts share research findings as follows: (1) proposing five Inuit knowledge concepts that can guide timimut ikajuqsivik; (2) highlighting Inuit knowledge about supporting childhood learning and skill building, and significant tensions between this knowledge and mainstream rehabilitation’s status quo; and (3) describing the importance of relationship-focused and contextually relevant practices to timimut ikajuqsivik moving forward together with Inuit toward reconciliation. The importance of relationships, learning to listen, being welcoming, and offering contextually relevant services, including Inuit providers and language, are highlighted across the findings. Critical analyses in each of the manuscripts describe how systems of inequity privilege Eurocentric perspectives and approaches on Inuit lands, and the negative impacts that can result. In making tensions and power dynamics visible, openings for change can be made. The dissertation concludes with a story of incorporating study learning into personal and professional actions. Conclusion: This thesis shares knowledge about coming together across differences to find ways to support sivumuaqatigiigniq saimmaqatigiinnikkut (moving forward together in reconciliation). With attention to redressing inequitable power dynamics that privilege Eurocentric perspectives over those of Inuit, opportunities abound for timimut ikajuqsivik to collaboratively support the interests of Inuit children and families.

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)0.006
metaresearch head score (Gemma)0.007
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 score0.742
Threshold uncertainty score0.513

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0260.015
Scholarly communication0.0070.004
Open science0.0030.008
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0050.000

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 head0.012
GPT teacher head0.337
Teacher spread0.326 · 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
Published2022
Admission routes1
Has abstractyes

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