Can reflective multicriteria be the new paradigm for healthcare decision-making? The EVIDEM journey
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Notice bibliographique
Résumé
BACKGROUND: Multiple technologies, procedures and programs call for fairly-based decisions for prioritization of healthcare interventions. There is a diversity of perspectives of what constitutes a legitimate decision, which depends on both the process and the reasoning applied. Current approaches focus on technical aspects while methods to support alignment of decisions with the compassionate impetus of healthcare systems is lacking. METHODS: The framework was developed based on an analysis of the foundations of healthcare systems, the reasoning underlying decisions and fair processes. The concept of reflective multicriteria was created: it assumes that decisionmakers guided by a generic interpretative frame rooted in the compassionate impetus of healthcare systems, can sharpen their reasoning, raise awareness of their motivation and increase legitimacy of decisions. The initial framework was made available through a not for profit organization (the EVIDEM Collaboration, 2006-2017) to stimulate its development with thought leaders and stakeholders in an open source philosophy. Development was tailored to the real-life needs of decisionmakers and drew on several domains of knowledge including healthcare ethics, evidenced-based medicine, health economics, health technology assessment and multicriteria approaches. RESULTS: The 10th edition framework builds on four dimensions: (1) the universal impetus of healthcare systems, (2) reasoning, values and ethics, (3) evidence and knowledge on interventions, and (4) a transformative process. Mathematical aspects of the framework are designed to help clarify, express and share individual reasoning; this non-conventional use of numbers requires a cultural change and needs to be phased in slowly. The framework includes four tools for easy adaptation and operationalization: (a) concepts and operationalization, (b) adapt and pilot, (c) evidence matrix, (d) mathematical representation of reasoning. Application is useful throughout all types of healthcare interventions, for all levels of decision, and across the globe. CONCLUSION: By clarifying their reasoning while keeping decisionmakers aware of the impetus of healthcare systems, reflective multicriteria provides an effective approach to increase the legitimacy of decisions. Beyond a tool, reflective multicriteria pioneered by EVIDEM is geared to transform our vision of the value of healthcare interventions and how they might contribute to relevant, equitable and sustainable healthcare systems.
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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 | 0,021 | 0,008 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,002 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,001 | 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 découle