MétaCan
Menu
Back to cohort
Record W7066767362

Internationalization and Indigenization in Canadian Post-Secondary Education: A Case Study on Cohesive Strategic Planning Across Institutional Initiatives

2024· article· en· W7066767362 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2024
Typearticle
Languageen
FieldMedicine
TopicFetal and Pediatric Neurological Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenizationInternationalizationContext (archaeology)Strategic planningStrategic managementInternational business
DOInot available

Abstract

fetched live from OpenAlex

Background: Within the post-secondary landscape in Canada, there has been a trend toward increased internationalization and Indigenization efforts and strategies to align with federal and provincial initiatives with respect to international education and truth and reconciliation. Despite the concurrent implementation of these strategic initiatives in post-secondary institutions in Canada, there is a lack of aligned and integrated planning to maximize the potential synergistic benefits and address potential conflicting priorities across internationalization and Indigenization strategies. The research presented seeks to explore the link between internationalization and Indigenization strategies at the University of Saskatchewan to uncover areas where these strategies might align or where mitigative approaches might be implemented to address points of contradiction. Problem of Practice: The problem of practice being explored is the gap in Canadian post-secondary education whereby there is a lack of integrated, cohesive and intentional strategic planning across Indigenization and internationalization initiatives. Purpose: The inquiry questions that guided this study were: (1) How and in what context has strategic planning occurred at USask for internationalization and Indigenization separately and in relation to one another? (2) Where and how do Indigenization and internationalization intersect and contradict one another at USask? (3) How can the intersections and contradictions of internationalization and Indigenization be addressed through maximizing the synergistic potential across the strategic initiatives or through mitigation strategies? Methods: This study was conducted using an instrumental case study guided by pragmatic principles focusing on one institution, The University of Saskatchewan. The study included 6 participants who took part in a 60 – 90 minute interview. Data analysis was done through inductive coding and through the framework of an Organizational Improvement Plan (OIP); using this framework, three recommendations were developed for The University of Saskatchewan. Findings: The findings of this research highlight how various contextual elements of internationalization and Indigenization at the University of Saskatchewan relate back to the overall literature on Indigenization and internationalization. Specifically, the siloed strategic planning process, implementation focuses of both strategies, conflicting priorities, areas of convergence, and initiatives in the shared space of internationalization and Indigenization are elaborated on. Recommendations include suggestions for implementing a combined strategic planning approach to internationalization and Indigenization through collaborative governance and boundary spanning policy regimes as well as recommendations for student/staff/faculty programming and mitigative strategies to address conflicting priorities. Conclusion: The University of Saskatchewan’s siloed strategic planning approach to internationalization and Indigenization is not maximizing the potential for cohesive and synergistic approaches across the strategies despite participants’ interest in doing so. The context of the University of Saskatchewan is similar to the trend across Canada whereby there is a lack of cohesive planning across initiatives overall. Practice Implications of Inquiry: Further research in this area could examine the contexts of other Canadian post-secondary institutions with respect to their internationalization and Indigenization strategies and implementation processes. A framework for integrative strategic planning with various examples of approaches to programs, curriculum, research and extra-curricular activities could be developed to support post-secondary institutions in this endeavour.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.449
Threshold uncertainty score0.954

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.016
GPT teacher head0.235
Teacher spread0.220 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueUniversity Library (University of Saskatchewan)Same topicFetal and Pediatric Neurological DisordersFrench-language works237,207