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Record W3169998826 · doi:10.1177/14680173211010239

Social workers’ use of critical reflection

2021· article· en· W3169998826 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.

Bibliographic record

VenueJournal of Social Work · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsThe King's UniversityWestern University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsPrivilege (computing)Reflection (computer programming)SociologyContext (archaeology)Social workCritical reflectionInterpretative phenomenological analysisQualitative researchPsychologyPedagogySocial sciencePolitical science

Abstract

fetched live from OpenAlex

Summary This article explores critical reflection as practiced by social workers in the context of their personal and professional privilege. It was found that social workers in direct practice were not invested in critical reflection about oppressive discourses in their consciousness when interacting with clients. Rather, critical reflection often happened in times of crises or when social workers encountered difficult client situations. Using the phenomenological methodology of Van Manen and the social constructionist perspective, I present and discuss the findings of a qualitative study of semi-structured interviews with 20 social workers in direct practice. Findings Data analysis indicated that critical reflection is not a priority for direct practice social workers in the context of privilege. Three themes are identified: (1) No time for reflection, (2) Fear of reflection, and (3) Too much reflection. Nevertheless, social workers were still able to reflect alone, with colleagues and with supervisors, and they outlined the benefits of reflection. Applications Social work agencies should provide infrastructure for reflection, create an atmosphere for workers to freely discuss challenges and difficulties, and reduce their fear of reprisals from management. This article broadens the idea of phenomenological reflection by Van Manen.

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)0.001
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.694
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.130
GPT teacher head0.460
Teacher spread0.330 · 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