Government-NGO relationship: regulatory constraints and uncertain policy implementation in Vietnam
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 research examines regulatory constraints and uncertain policy implementation on NGO (non-governmental organization) operations in Vietnam, and draws lessons for NGOs, the government, and donors. Research questions were answered through qualitative methods. Twenty semi-structured interviews were conducted, thirteen with the representatives of NGOs, and seven with high-ranking government officers. In addition, documents (decisions, proposals, reports) were reviewed. The government of Vietnam continually impose regulations intended to govern NGO operations through Decree 12/2012/ND-CP, Decision 76/2010/QD-TTg., and Decree 93/2009/ND-CP. Policy implementation is uncertain and unpredictable, making government-NGO relations unhealthy. NGOs should educate the government and donors, increase the effectiveness of implementation, and acquire knowledge about government operations. The government needs to strengthen awareness about NGOs’ operations, and improve the regulatory process. Donor-NGO communications should be strengthened. In summary, the political imposition results in unhealthy government-NGO relations. Government-NGO-donor communication should be improved so that NGOs can benefit society.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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