Re-examining the Status of the English Language in Anglophone Western Africa: A Comparative Study of Ghana and Nigeria
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
This paper re-examines the status of English as a Second Language (ESL) in Anglophone Western Africa by comparing its use in Nigeria and Ghana. The research is based on the premise that the medium of instruction impacts the quality of education (Ferguson, 2013). The significance of the research is that it is one of the first studies to compare the standard of English language usage in the two countries to establish whether there is a positive link between the quality of education and the language of instruction (Williams, 2011). Predicated on a critical literature review, some of the issues and perspectives analysed include educational language policies, the attitude of students, the quality of teachers and the prospects of the language in the two countries. Findings indicate that the implementation of educational language policies remains an important challenge in the two countries, as there has been a falling standard of English usage (though Ghana has a higher standard of English language usage) and a dearth of English specialists. In identifying the factors that impact on the quality of education in Nigeria and Ghana, the paper concludes that English has significant potential in both countries, and if relevant strategies for its improvement are adopted, both countries will benefit from the socio-economic gains inherent in its adoption and use.
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 | 0.002 | 0.066 |
| 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 | 0.001 |
| 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