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Record W6925175687 · doi:10.17863/cam.90557

Teaching Activist Thinking in Canadian Education: The limitations of play-based learning and radical potential of Indigenous land-based learning

2022· article· en· W6925175687 on OpenAlexaboutno aff

Bibliographic record

VenueApollo (University of Cambridge) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous and Place-Based Education
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousMainstreamIndigenous educationTraditional knowledgeInclusion (mineral)Power (physics)ColonialismWork (physics)Active learning (machine learning)

Abstract

fetched live from OpenAlex

Amidst a climate crisis induced by settler colonialism and capitalism, education is key to developing new tools and envisioning solutions. Fostering skills for children to critically engage with systems of power is fundamental to how the next generation will address urgent global issues. Drawing on decolonial methodologies outlined by Linda Tuhiwai Smith (2012) and Zoe Todd (2016), I question whether play-based models are successful in teaching activist thinking in Canada. As an educational framework, play-based learning is gaining interest, particularly following the COVID-19 pandemic that required children to adapt to outdoor learning. Forest Schools Canada is one example that claims to revolutionize how children interact with the natural world to develop eco-stewardship skills in an age of ecological collapse. However, I find that mainstream play-based methods are not necessarily radical when examined alongside Indigenous land-based learning. Both frameworks prioritize intergenerational relationship-building, immersive storytelling, and hands-on learning outdoors, but the intention behind Indigenous land-based learning is inherently decolonial and anti-capitalist by necessity; conversely, play-based learning can inadvertently perpetuate these damaging systems. Using auto-ethnographic professional experience, governmental policies, and Sandra Harding’s (2016) work on standpoint theory, I critique current examples of Canadian play-based education concerning their effectiveness in teaching activist thinking. I rely on Indigenous scholars in New Zealand and Turtle Island to inform academic theories of land-based learning with examples, supported by interviews with former Indigenous colleagues in eastern Canada. My narrative-like writing and inclusion of practice-based methodology—two video conversations—deviates from traditional qualitative research to foreground relationships consistent with the frameworks I discuss. Though play-based learning shows limited promise in deconstructing harmful structures of power, especially within established western contexts like public schools, storytelling has potential to generate meaningful change if layered with intention, such as naming root causes, linking to current affairs, and inviting creative solutions through play.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.462
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0000.000
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 head0.012
GPT teacher head0.230
Teacher spread0.219 · 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 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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