Addressing Poverty in Sudan and Malaysia: A Story of Success and Constraints
Bibliographic record
Abstract
Sudan and Malaysia have shown some socio-economic similarities especially when it comes to the issue of addressing poverty. After independence, almost half of the entire population of both countries were living under poverty line. The successive national governments in both countries have embarked on eliminating the extreme poverty. The aim of this paper is to highlight the policies and programmes adopted and implemented by policymakers in both countries in addressing poverty. The overall objective is to uncover the secret of the success and constraints faced both countries in addressing poverty. To achieve such objective, the paper based mainly on a desk review of recent documents and review of some recent researches' result. The paper has come out with that the similarities between both countries manifested itself in that both are classified as Muslim countries, have an agricultural background, inherited the same legacy as been colonized by British, their communities consist of various ethnic groups and minorities with sharp spatial and ethnic inequalities in income and social class. Despite these, Malaysia has succeeded in reducing poverty from over fifty 52.4% in 1970 to around one per cent 1.2 % in 2015, while less progress has been made in side of Sudan. Moreover, unlike Sudan, Malaysia has managed to achieve the MDGs goals in halving a head before the time determined, while Sudan has long way and it seems impossible to fulfil such objective even after 2015. Our findings have shown that, formulated home-grown policies, rejecting imposed policies by international institutions (World Bank), availability and accessibility of up to date poverty data, ability to implement policies and above all the political will are the main drivers behind the secret of success in the side of Malaysia and vice versa for Sudan. Sudan like other countries has to follow the Malaysia model if the decision makers are serious in eliminating poverty. This paper may contribute to the on-going discussion on poverty and open rooms for more comparative study between nations. Comparative study will help the planners in formulating rational policy, benefitting from exchanging ideas and learning from each.
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How this classification was reachedexpand
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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".