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Record W2171749858

Converging indigenous and western knowledge systems: implications for tertiary education

2009· dissertation· en· W2171749858 on OpenAlexaboutno aff
Jerome Alvin Hammersmith

Bibliographic record

VenueUnisa Institutional Repository (University of South Africa) · 2009
Typedissertation
Languageen
FieldSocial Sciences
TopicEducational Theory and Curriculum Studies
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousTraditional knowledgeHigher educationGeographyMathematics educationEconomic growthPsychologyEcologyBiologyEconomics
DOInot available

Abstract

fetched live from OpenAlex

This study is offered as a potential contribution to the struggle for Indigenous reclamation, revitalization and renewal of knowledge systems, cultures, lands and resources. It acknowledges that Canadian Indigenous history does not begin with the arrival of the Europeans. Neither does their future depend exclusively on Western worldviews. Rather, the study argues, the future depends on the convergence of Indigenous worldviews, encapsulated through orality in their languages and knowledges, with imported Western worldviews and knowledges encapsulated through literality. \n \nUsing qualitative ethnographic, sociolinguistic and phenomenological research approaches, this study focuses on some primary questions: \nFirstly, can locating the discourse between Indigenous and Western knowledge systems in an abstract, neutral and voluntary `ethical space' between them contribute to identification of their complementary diversities? \nSecondly, can the convergence of these knowledge systems in creative interconnections in research, development and teaching enable each system to preserve its own integrity? \nThirdly, can a portable (collaborative, multi-venue) institutional model for Indigenous tertiary education be developed? \nThis model will be capable of being locally-customised. It will be intended for local development by Indigenous communities wishing to add a community-based delivery mode interconnected with others to the delivery of tertiary education to their citizens. \n To address these questions, findings from literature on Indigenous knowledges globally and literature on Indigenous tertiary education in North America is converged with field research findings. Findings from the literature and field research are converged to describe how the imposition of Western worldviews has contributed to a systemic erosion of Indigenous worldviews, languages, knowledges and practises. However, interviewees do not advocate `either-or' choices. They are clear that `both-and' solutions, under community jurisdiction, hold the greatest promise for stimulating the resurgent forces that can play a lead role in reclaiming, renewing and revitalizing Indigenous responsibility for Indigenous peoples, resources, economies, communities and governance. They are just as clear that the reclamation, renewal and revitalization of Indigenous knowledges through tertiary education can lead the way in Indigenous governance, community, social, health, justice, and economic development. \nData illustrate that conventional/mainstream tertiary institutions often argue for the inclusion of Indigenous program content managed by Indigenous people. They argue that this will assure that a few incremental reforms may turn the institutions into instruments that serve Indigenous peoples and communities effectively. This study shows that such arguments ignore Indigenous contexts and Indigenous teaching/learning processes while continuing to embrace the Western development paradigm. It also calls for a complementary Indigenous Multiversity that, while pluralist and open to all knowledges, is rooted in Indigenous thought and knowledge. It can be the basis for reaching out to and interfacing with other peoples and their knowledges. \nThis study sees the `ethical space' in an Indigenous Multiversity as an optimal location for confronting and reaching out to all knowledges and worldviews while resolving content/context/teaching-learning process issues. Starting in one community, the Multiversity could finally be made up of a consortium. The consortium could unite interdependent Indigenous community-based tertiary institutions. The institutions could be partnered with conventional/mainstream professional and technical institutions and colleges. Such partnerships could assure that, in addition to having access to local and other Indigenous languages, values, knowledges and worldviews, students may be able to access Western languages, values, knowledges and worldviews.

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)0.010
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.986
Threshold uncertainty score0.174

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.005
Science and technology studies0.0140.030
Scholarly communication0.0190.019
Open science0.0030.017
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0110.001

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 head0.019
GPT teacher head0.276
Teacher spread0.257 · 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.

Study designTheoretical or conceptual
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

Citations27
Published2009
Admission routes1
Has abstractyes

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