MétaCan
Menu
Back to cohort
Record W4319079537 · doi:10.1177/08295735221147322

Healing, Empowering, Engaging, Learning, and Decolonizing Through Culture: Living Wellness, Resilience, and Resurgence in the Classroom Through Creative Arts

2023· article· en· W4319079537 on OpenAlexaffabout
Shannon M. Tabor, Marisa Van Bavel, Karlee D. Fellner, Kelly Dean Schwartz, Theron Black, Clarence Black Water, Star Crop Eared Wolf, Perry Day Chief, Deon Krugar, Lauren A. S. Monroe, John Pepion

Bibliographic record

VenueCanadian Journal of School Psychology · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Environments and Student Outcomes
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsIndigenousThe artsSociologyPedagogyCreativityPsychologyVisual artsSocial psychologyArt

Abstract

fetched live from OpenAlex

Art and Indigenous culture are inseparable. From the immaculately decorated lodges and war shirts of thousands of years to contemporary mixed and digital media images, Indigenous arts are expressions of survivance. Creative arts have sustained Indigenous ways of knowing, being, doing, and healing through attempted cultural genocide. Research has shown that art engages youth in life skill-building, learning, emotional regulating, and spiritual healing, supporting art as an intervention for wellness. Culturally-based artistic expression and the process of creating promotes wellness among Indigenous youth. As primary sites of assimilation and colonialism, educational institutions have a responsibility to enact reconciliation through culturally-rooted arts-based approaches to wellness. School psychologists are wellpositioned to support these approaches. This study took place in Kainaiwa in Southern Alberta and explored Niitsitapi artists’ and educators’ perspectives on the impacts of culturally-rooted arts-based interventions with Niitsitapi middle school students in the classroom. Over 2 days, professional Indigenous artists shared their art practices with students at a middle school in Kainai First Nation in Alberta. We had research conversations with 12 Niitsitapi community members involved in the event using a decolonizing, community-based approach. Indigenous storywork was used to understand research conversations, highlighting information and guidance for school psychologists to inform their engagement with Indigenous students and community members in schools. Findings emphasized art as healing, particularly given its connection to culture. Further, cultural engagement through art supports student wellness and educational engagement. Art can be used to empower voice, overcome deficit narratives, create new stories, and cope with disharmony. Art can also engage youth in discovery and learning, providing an alternative to a lecture style of learning, increasing enjoyment in the classroom experience. These findings have practical implications for future interventions and the integration of art pedagogically. This paper offers recommendations that highlight stark distinctions between culturally-rooted art practice and conventional Eurocentric art approaches in education.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.066
Threshold uncertainty score0.131

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0090.017
Scholarly communication0.0050.002
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.052
GPT teacher head0.410
Teacher spread0.357 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations18
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Journal of School PsychologySame topicEducational Environments and Student OutcomesFrench-language works237,207