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Record W4322494178 · doi:10.1080/02615479.2023.2174507

Exploring African-centred social work education: the Ghanaian experience

2023· article· en· W4322494178 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.

Bibliographic record

VenueSocial Work Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsSociologySocial workIndigenousNonprobability samplingThematic analysisSpiritualityWork (physics)Reciprocity (cultural anthropology)Social sciencePedagogyGender studiesQualitative researchPolitical sciencePopulationMedicine

Abstract

fetched live from OpenAlex

Through the years, there has been regular discourse among African social work scholars regarding the production of indigenous knowledge in Africa. Most of the arguments hold that social work knowledge creation and production is often based on Eurocentric approaches due to the dearth of African-centered social work literature from the continent. This paper attempts to explore the intellectual and philosophical underpinnings of African-centered social work education and practice. Using Ghana as a case study, information is provided on theoretical and conceptual thought processes about African-centered social work education in response to the shortage of insights pertaining to African culture. By means of purposive and availability sampling, we recruited three graduate students to be interviewed. The interviews were analyzed using thematic inquiry. We explored African paradigms and argued that the practice of social work education on the continent of Africa should not be based on the Eurocentric approaches only, to the detriment of traditional African ways of knowing. We believe that for social work education in Africa to thrive, we should embrace indigenous African practices and values of spirituality, collectivity, interconnectedness and reciprocity.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.707
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.013
Science and technology studies0.0130.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.002

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 head0.189
GPT teacher head0.391
Teacher spread0.203 · 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