Reproduction of nationalist and neoliberal ideologies in Nepal’s language and literacy policies
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 paper explores how the discourse of nationalist and neoliberal agendas have shaped the conceptions of literacy education in Nepal, the ramifications for social stratification. As the review shows, the ruling elites tactfully imposed their language, culture, and knowledge in literacy curricula in the name of national unity, but to maintain their status quo. Later, literacy planning was ideologically oriented to the neoliberalism, which overtly espoused the English language and its associated culture and knowledge as must-have literacy skills for global socioeconomic mobilities. In both cases, the local languages, culture, and knowledge have been ignored in literacy education, resulting in an ideology for minoritized groups to accept Nepali-English bilingual/bicultural literacy skills as valid and their languages, cultures, and knowledge as deficit and valueless. The article, therefore, argues that the increasing growth of globalization and neoliberal logics is altering the construct of literacy, especially in terms of its purposes and uses, taking it beyond the local cultural and communicative practices to the global.
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 | 0.000 |
| Science and technology studies | 0.000 | 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