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Record W7027810365

Decentering Whiteness in Nursing Education: The Pitfalls, Tensions, and Opportunities

2023· article· en· W7027810365 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicMarine Toxins and Detection Methods
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousTransformative learningThematic analysisHealth careNurse educationQualitative researchCultural safetyAction research
DOInot available

Abstract

fetched live from OpenAlex

Statement of Research Problem: The Truth and Reconciliation 94 Calls to Action (TRC) (2015) calls for the implementation of accessible and appropriate Indigenous health education. Schools of Nursing are increasingly implementing various approaches to teach Indigenous health. Limited research exists for Canadian nursing students' experiences of learning Indigenous health. This study explored undergraduate nursing students' experiences of learning Indigenous health from four Schools of Nursing across Canada. Particular attention is paid to the factors that shaped student and faculty experiences of learning and teaching Indigenous health, respectively, the facilitators and challenges, and what constitutes a safe and effective learning environment.\nMethods: Using a qualitative methodology informed by critical ethnography nine semi-structured interviews were conducted with six undergraduate nursing students and three faculty members. Postcolonial theory was used to inform the work and a thematic analysis was utilized to elicit themes.\nResults: Findings resulted in five overarching themes: (1) encountering racism in education and practice, (2) need for faculty development, (3) decentering whiteness in the classroom, (4) creating cultural safety in the classroom, and (5) from classroom to practice.\nConclusions: Findings suggest that for transformative work to take place, the education system needs to work towards better representation of Indigenous faculty and students. Healthcare and education settings need to collaborate to develop anti-racist, anti-oppression, and decolonizing policies and procedures to support the translation of classroom learning into clinical practice. All work should be in partnership with local Indigenous communities. The work remains ongoing and health care professionals are accountable to bettering and humanizing the landscape of care for all Indigenous peoples and persons of color. Education is a political act and one that requires more accomplices in dismantling the colonial structures of violence.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.040
Threshold uncertainty score0.558

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.150
GPT teacher head0.360
Teacher spread0.210 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2023
Admission routes1
Has abstractyes

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