Educational assessment in Ghana: The influence of historical colonization and political accountability
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 educational system in Ghana has undergone various reforms as a result of colonisation, changes in government and constitutional amendments. These reforms have been accompanied by changes in educational assessment programmes. This paper explored the history of educational assessment in Ghana, understanding how educational reforms, colonisation and political accountability have shaped the use of assessment information in contemporary Ghanaian educational context. High-stakes nature of large-scale assessment in Ghana has cultivated infertile ground for teachers’ formative assessment practices. Assessment is mainly perceived as serving accountability purposes, obscuring the improvement function (i.e. formative purpose) of assessment in students’ learning and fuelling ongoing tensions between classroom assessment and the more visible, higher stakes summative assessments. Research-informed assessment policy and sustained collaborative professional learning about assessment are critical to support a conceptual shift among all educational stakeholders to help them understand, value, and use formative assessment to support the learning needs of every students.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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