Misconduct relating to fraud and corruption in the public service
Notice bibliographique
Résumé
In an article, “Corruption and Governance Challenges: The South African Experience”,1 the Public Protector commented that corruption and good governance sit at the opposite ends of the spectrum. While good governance represents the ideal for governments, corporations and nations globally, corruption is a scourge that decent people, organisations and governments seek to eradicate. In the simplest of terms, corruption involves the abuse of power for private gain.The Public Protector further stated that it should be a concern to everybody that in post-independence Africa, certainly in South Africa, the accumulation of riches (in most cases, very sudden) is venerated even in the absence of visible means of accumulating the riches. South Africa has battled with corruption since the days of apartheid. Post-apartheid South Africa is a more open society and more opportunities have been created for detecting, exposing and prosecuting corruption. South Africa‟s approach to corruption is multipronged. The main pillars according to the Public Protector are the law, anti-corruption agencies, and public mobilisation.This studyhas attempted to attend to the challenges of managing misconduct relating to fraud and corruption that appear to weaken our democracy. Fraud and corruption is a complex phenomenon that requires managers and supervisors to possess a specialist technical knowledge in order to be effective in punishing those that are involved in this type of misconduct. The tendency currently is for the managers and supervisors to place suspected corrupt employees on a prolonged pre-cautionary suspension for a period that is not supported by law. This of course weakens the employer‟s case as they tend to rely on the outcomes of the proceedings in the criminal procedure before they institute disciplinary action against such culprits. Workers could be criminally prosecuted for this type of misconduct in terms of the provisions of the Prevention and Combating of the Corrupt Activities Act. Employers always enjoy the right to criminally prosecute workers who have committed acts of fraud or corruption but that must go concurrently with the institution of the disciplinary proceedings in terms of the collective agreement, if there is any. This study will show that the act of misconduct relating to fraud and corruption is a complex phenomenon that poses a threat to the global security. This study also takes a closer view of the provisions of international instruments and institutions such as the United Nations and International Labour Organisation. It further, does a detailed analysis of the provisions in other foreign jurisdiction like Canada. This is consistent with the provisions of the Bill of Rights as enshrined in the Constitution:Section 39(1) of the Constitution of the Republic of South Africa demands that when interpreting the Bill of Rights, a court, tribunal or forum: a. Must promote the values that underlie an open and democratic society based on human dignity, equality and freedom; b. Must consider international law; and c.…
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,029 | 0,052 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,002 | 0,003 |
| Études des sciences et des technologies | 0,034 | 0,027 |
| Communication savante | 0,014 | 0,011 |
| Science ouverte | 0,002 | 0,015 |
| Intégrité de la recherche | 0,010 | 0,013 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,007 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».