Understanding Ubuntu and its contribution to social work education in Africa and other regions of the world
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.
Bibliographic record
Abstract
The overarching philosophy of Black people of Africa is known by different names but Ubuntu is the most popular name. Ubuntu’s origin is attributable to Black Africans in all regions of the continent—North, West, Central, East and South. Different communities may emphasize its different aspects but they are common knowledges, values and practices. The article begins with a discussion of the philosophy of Ubuntu and its application at the micro (individual and family), meso (communal), macro (societal, environmental and spiritual) levels. The roles of Ubuntu in social work education are then discussed with a focus on Africa. These roles are offering a philosophical foundation; being a source of ethics and values; being a source of knowledge including theories; offering a history of African social work; shaping social work methods; building the confidence of educators, learners and communities; shaping research; being a pedagogical approach; enriching fieldwork education; and indigenizing and decolonizing. However, there are several impediments to the full use of Ubuntu, including the colonial history of the profession, changes to African society and lack of Ubuntu-inspired educational resources. The authors recommend continuous development and use of educational resources that are created with Ubuntu philosophy as a guiding principle.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it