The Role of Internal Control Components in the Maintenance of Public Funds: Applied Study on the Jordanian Ministry of Justice – North Province as Perceived by the Workers of Internal Control and Accounting Departments
Bibliographic record
Abstract
This study aims at identifying the internal control components at the Jordanian Ministry of Justice (North Province) as well as identifying the role of those components in maintaining public funds and measuring the impact of said role. The study population consisted of all the workers of the accounting and internal control departments at the Jordanian Ministry of Justice (North Province) who counted (81) employees. The study sample was chosen from that population where (70) questionnaires were distributed, (66) questionnaires were retrieved and (3) questionnaires were excluded for the reason of short information which made the study sample reach at (63) male and female employees at the rate of (%90) of the study population. Of the most prominent results of the study is that there is a role of the internal control components at the Jordanian Ministry of Justice (North Province) in the maintenance of public funds in a medium level. Moreover, the internal control context received the highest arithmetic mean in maintaining public funds as a component of internal control at the Jordanian Ministry of Justice (North Province); monitoring, as an internal control component, attained the highest effect in comparison with the other internal control components, while the least effect was for the component of the internal control environment. The study produced several recommendations most significantly the importance of concentrating on internal control in general to elevate its efficiency in maintaining the public funds at the Jordanian Ministry of Justice (North Province).
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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 | 0.002 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.004 | 0.001 |
| 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".