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Record W4410477543 · doi:10.1080/10428232.2025.2506942

Changing the Air: Strategies for Resisting and Decolonizing Social Work Education

2025· article· en· W4410477543 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Progressive Human Services · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsWork (physics)SociologySocial workGender studiesEconomic growthEngineeringEconomics

Abstract

fetched live from OpenAlex

Despite social work’s dedication to social justice, social work education continues to uphold colonial practices and white supremacy. A growing body of literature addresses avenues to decolonize the social work classroom from the perspective of educators, but limited studies examine decolonizing the classroom from a student perspective. This paper, inspired by the concept of Métissage braiding, which embraces multiplicity of voice, offers critical reflections on decolonizing social work education from the perspectives of seven differently situated PhD cohort members in their first year of studies at the University of Calgary, Faculty of Social Work. From each student’s reflection, a unique perspective emerged, which culminated into seven themes of colonial resistance: changing the air, “whatever affects one affects all,” “I am because we are,” weaving an alternative fabric, air we can actually breathe, creating fugitive spaces through relationality, and decolonial worldmaking. These unique insights serve as a map for future students to navigate academic lives in colonial institutions. We recommend a shift in the colonial curriculum and proactive involvement of social work educators, students, researchers, and partners in engaging in decolonization practices to promote an inclusive and equitable society which serves as a catalyst for systematic change.

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.

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)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.563
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0050.000
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 head0.035
GPT teacher head0.421
Teacher spread0.387 · 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