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Record W4414309044 · doi:10.1080/0312407x.2025.2547734

The How of Doing Decoloniality in Social Work: Indigenous and Antioppressive Yarning

2025· article· en· W4414309044 on OpenAlexafffund
Bindi Bennett, Donna Baines, Mareese Terare, Amanda Howard

Bibliographic record

VenueAustralian Social Work · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsUniversity of British Columbia
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsDecolonialityIndigenousEthnographyTraditional knowledge

Abstract

fetched live from OpenAlex

This article draws on yarning (reciprocal Indigenous storytelling) with 15 Aboriginal and Torres Strait Islander social service providers to explore the question of how we can support change in decoloniality and antioppressive practice in social work. The methodology foregrounds the voices and world views of Indigenous people in order to disrupt Western thought and to dialogue with and extend antioppressive social work theory, knowledge, and practice. The yarning (qualitative) data were collected in five agencies providing Indigenous social services in close conjunction with Indigenous communities, and produced three strong themes: neo-liberalism and funding challenges; working from a new model; and nurturing and sustaining long-term relationships. The findings present recommendations for decoloniality including decentring Western foundational concepts and practices; providing space for cultural practice(s); Indigenous yarning or the cocreation of new narratives; centring Indigenous ways of knowing, being and doing (cultural safety and cultural humility); collective and individual critical reflexivity; visioning for all; and connection to Country. The article ends with further reflections on Indigenous resilience and healing, reclaiming sovereignty, and nurturing resistance.IMPLICATIONSNeo-liberal funding policies slow and disrupt decolonising efforts in social service organisations.Decolonisation of social service practices and policies involves patient, long-term relationship building and close attention to ongoing flexible and respectful collaboration with Indigenous Peoples and communities at all levels.Critical reflexivity among frontline workers and across social service agencies can help maintain decolonising efforts and support new options for social work practice and policy.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.423
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0080.001
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 head0.040
GPT teacher head0.385
Teacher spread0.345 · 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 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

Citations2
Published2025
Admission routes2
Has abstractyes

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