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Record W3128091621 · doi:10.26522/ssj.v15i1.2234

Use of Arts-based Research to Uncover Racism

2021· article· en· W3128091621 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.
fundA Canadian funder is recorded on the work.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueStudies in Social Justice · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsWestern UniversityThe King's University
FundersKing's University College
KeywordsOppressionSociologyRacismCognitive reframingGender studiesQueerTransgenderAgency (philosophy)Public relationsSocial psychologyPolitical sciencePsychologySocial sciencePolitics

Abstract

fetched live from OpenAlex

The article provides an overview of arts-based research (ABR) within social work and general healthcare practice in Canada, and how it can be used to uncover racism within vulnerable populations, particularly youth, women, immigrants and refugees, the lesbian, gay, bisexual, transgender, queer, and intersex (LGBTQI) community, and Indigenous peoples. This is a general review of the literature. A literature search was conducted using the University of Western Ontario’s Summons database, with coverage from January 2000 to February 2019. Data exploring participant experiences, personal identity, voice, and invisible powers were extracted, and analyzed using a critical race lens to examine the intersection of societal and cultural practice with race and power.Results indicate that ABR can support therapeutic recovery from oppression by enhancing self-expression of feelings and thoughts, and affording participants the agency to reclaim and reframe their personal narrative. ABR can further generate a sense of community by creating connections between participants with similar oppressions to overcome disconnection and marginalization. Within a broader community context, ABR permits the sharing of stories and insights with others, which can generate dialogue on important social issues to expose areas of social inequity and oppression alongside potential solutions for transformative social action. This dialogue can also extend to discussions with policy makers on the impact of social inequities to guide recommendations that address system gaps for broader community-level change. The paper concludes that ABR can move beyond merely reflecting on social conditions toward actively addressing them by promoting sustainable social change. The voices expressed through ABR illustrate possible solutions to overcome racism through inclusive social practice, deconstruction of the racial status quo, and movement toward an equitable distribution of power.

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)0.010
metaresearch head score (Gemma)0.081
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.428
Threshold uncertainty score0.926

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.081
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.002
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 head0.959
GPT teacher head0.788
Teacher spread0.172 · 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