Shared health governance, mutual collective accountability, and transparency in COVAX: A qualitative study triangulating data from document sampling and key informant interviews
Notice bibliographique
Résumé
Background: To facilitate global COVID-19 vaccine equity, the World Health Organization, the Coalition for Epidemic Preparedness Innovations, the Global Alliance for Vaccines and Immunizations, and the United Nations Children's Fund supported the COVID-19 Vaccine Global Access (COVAX) partnership. COVAX's goals may have best been pursued through shared health governance - a theory of global health governance based on six premises, in which global health actors collaborate to achieve a shared goal. Shared health governance employs a framework for accountability termed "mutual collective accountability", in which actors hold each other accountable for achieving their goal, thus relying on transparency with one another. Methods: We conducted a multi-method qualitative study triangulating document analysis and key informant interviews to address the question: To what extent did COVAX employ shared health governance, mutual collective accountability, and transparency? We thus aimed to explore the governance structures and accountability and transparency mechanisms in COVAX and determine whether these constituted shared health governance and mutual collective accountability. Results: We identified 117 documents and interviewed 20 key informants. Our findings suggest that COVAX's co-convening organisations were governed by their individual formal governance mechanisms, while each was formally accountable to its own leadership team, resulting in challenges when activities and decisions involved collaboration between organisations. Furthermore, COVAX's governance lacked transparency, as there was little public information about their decision-making processes and operations, including information about the algorithm with which they make vaccine allocation decision, possibly contributing to its inability to achieve its goals. Conclusions: The COVAX partnership only achieved four of the six premises of shared health governance. Since actors involved in COVAX did not hold one another accountable for their role in the partnership, it did not employ mutual collective accountability, while also lacking in transparency. Although these results do not entirely explain COVAX's shortcomings, they contribute to evidence about the roles of good governance, transparency, and accountability in large global health initiatives and underscore failures of the current global governance system.
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 distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,005 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
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 tête enseignante, 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 ».