Deliberation and decisionism in educational policymaking: How Nepali educational policymakers negotiate with foreign aid agencies
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
In the countries that receive aid from donor agencies, the educational policymaking process is not straightforward because the power and interest of donors contradict with national contexts. This qualitative study aims to investigate how educational policy decisions in Nepal, a country that receives foreign aid for its educational projects, are made. Drawing on the Habermasian conceptualisation of deliberative democracy, I theorise that educational policy decisions are made either through deliberation or decisionism. An analysis of interviews conducted with educational policymakers of Nepal found that policymaking in Nepal follows decisionism in which the representatives of foreign aid agencies are more dominant than national bureaucrats. Even though Nepali bureaucrats and political leaders are involved in the decision-making process, rational interactions do not happen because they want to fulfil their personal interests by endorsing the decisions determined by the donors. This study concludes that because of decisionism, neocolonialism, and dysfunctional policy sphere, teachers, students, parents, and community people are excluded in the decision-making process. The findings are significant not only for understanding the lack of deliberation in the policymaking process but also for improving the educational praxis of aid-recipient countries like Nepal.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 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