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Record W7062650718

Voices of racialized and Indigenous leaders in Canadian universities

2016· article· en· W7062650718 on OpenAlexaboutno aff

Bibliographic record

VenueArca (British Columbia Electronic Library Network) · 2016
Typearticle
Languageen
FieldEngineering
TopicNuclear reactor physics and engineering
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousNegotiationEducational leadershipLeadership studiesIdentity (music)Leadership developmentRace (biology)Shared leadershipCritical race theoryQualitative research
DOInot available

Abstract

fetched live from OpenAlex

Despite increasing interest in the development of K-12 educational leadership, and the slowly growing interest in leadership within higher education, the experiences of racialized and Indigenous leaders remain largely unheard and undocumented in Canada. Using a multiple-case study research design, participants were asked to answer the research question: What are the experiences of racialized and Indigenous leaders in Canadian universities? Ten racialized and Indigenous leaders serving various leadership roles in Canadian universities were interviewed in relation to this question using individual, semi-structured interviews and interpreted through the framework of Critical Race Theory. Six themes emerged to describe the complex and demanding roles of the participating leaders: a) Navigating Power, Politics, & Action, b) Resilience & Managing Distractions, c) Maintaining Values and Principles, d) Practicing Sustainable Leadership, e) Negotiating a Unique Identity: Insiders & Outsiders, and d) Negotiating Organizational Trust. The findings show that the nature of leadership practiced by the participating leaders is dynamic, fluid, and evolving. This research also revealed the important role race plays in influencing the day to day experiences of these leaders in higher education and how their presence, positive identity leadership traits, and personal politics, directly or indirectly result in socially just and equitable leadership outcomes, ultimately making Canadian universities more equitable. These findings support Applied Critical Leadership (ACL), an emerging theory in educational leadership research. It also captures insights, which inform future research agendas in educational leadership generally, and leadership in higher education more specifically.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.649
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.002
GPT teacher head0.148
Teacher spread0.146 · 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.

Study designNot applicable
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
Published2016
Admission routes1
Has abstractyes

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