The new Charter System in Ghana: the ‘holy grail’ of public service delivery?
Bibliographic record
Abstract
Public services delivery has been at the forefront of public sector reforms in many countries throughout the past three decades. Invariably, the desire is to do more with less, empower citizens, enhance transparency, and hold public servants accountable. Many countries have therefore developed a number of service delivery mechanisms over the years to achieve this objective. A good example is the Citizen’s Charter System. First developed in the United Kingdom, the idea quickly spread to other developed countries and, more recently, to some developing countries as well. Ghana has followed the lead taken by these countries by developing its own Citizen’s Charter, which is believed to be the ‘holy grail’ of service delivery in the public sector. The article attempts to examine the Citizen’s Charter, evaluate its rationale, and any challenges that may be faced in its implementation. It argues that there are a number of constraints, which the government should have addressed before establishing the Charter. The government’s failure to address these challenges, it is argued, will significantly affect the success of the program. Points for practitioners In the last few decades, governments in both developed and developing countries have been searching for better delivery mechanisms for public services. One such mechanism is the Citizen’s Charter, which has become popular in the developed world as a means of achieving efficient, effective, and accountable service delivery. More recently, it has also become popular in some developing countries. The implementation of a Citizen’s Charter requires a solid understanding of the capacity of a state’s public sector; however, in many developing countries, this sector is characteristically weak. It is important, therefore, for practitioners to understand the limits of the public sector in any given state, and the barrier it may pose to the successful implementation of service delivery mechanisms.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.016 |
| Scholarly communication | 0.008 | 0.010 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".