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Enregistrement W3171968188 · doi:10.1093/ndt/gfab085.0024

MO561PREFERENCES OF DIALYSIS-DEPENDENT PATIENTS FOR TREATMENT OF ANAEMIA OF CHRONIC KIDNEY DISEASE IN AUSTRALIA AND CANADA: A DISCRETE CHOICE EXPERIMENT

2021· article· en· W3171968188 sur OpenAlexaffabout
Simon Fifer, Bronwyn West, Juan José García Sánchez, Eric Wittbrodt, Purav Bhatt, Susan Grandy, Naveen Rao, Rita Karamy, Deborah J. Wong, Anna Parackal, Farhad Khan, Karthik Tennankore, David W. Johnson

Notice bibliographique

RevueNephrology Dialysis Transplantation · 2021
Typearticle
Langueen
DomaineEconomics, Econometrics and Finance
ThématiqueHealth Systems, Economic Evaluations, Quality of Life
Établissements canadiensNova Scotia Health AuthorityDalhousie UniversityAstraZeneca (Canada)
Organismes subventionnairesnon disponible
Mots-clésMedicineKidney diseaseDialysisAnemiaQuality of life (healthcare)Intensive care medicineStroke (engine)ComplicationErythropoietinDiseaseInternal medicine

Résumé

récupéré en direct d'OpenAlex

Abstract Background and Aims Anaemia is a common complication of chronic kidney disease (CKD) and is associated with reduced quality of life, cardiovascular complications, early mortality and a high economic burden for patients. Current treatment options for anaemia of CKD include subcutaneous (SC) or intravenous (IV) erythropoiesis-stimulating agents (ESAs) with or without supplementary iron and blood transfusions. New oral therapies for anaemia, such as hypoxia-inducible factor prolyl hydroxylase inhibitors, are in development and may have advantages for patients compared with ESAs. It is therefore crucial to understand the treatment attributes that patients consider most important. This study aimed to investigate patient preferences for potential anaemia of CKD treatments in adults with dialysis-dependent (DD) CKD in Australia and Canada. Method Adult patients with DD CKD completed a discrete choice experiment (DCE) online survey. In each scenario, patients were asked to choose between three hypothetical treatment alternatives (‘oral pill’, ‘subcutaneous injection’ and ‘intravenous injection’) with differing levels of attributes and an opt-out option (none of these treatments/current treatment) to treat anaemia of CKD. Treatment attributes focused on administration (where, how often and by whom), purchasing (where it is collected and the cost per month), additional benefits (e.g. whether it reduces ‘bad’/LDL cholesterol), side effects (chance of hospitalization from a heart attack or stroke due to the medicine) and the need for rescue therapy (IV iron or blood transfusion). The attributes and their levels were derived from existing market research, the literature and expert opinion. A mixed multinomial logit model, which allows for preference heterogeneity, was used to quantify the overall value of such treatments and the relative importance of each of the defining attributes. Australian patients were divided into those who were eligible for reduced prescription charges under the Pharmaceutical Benefits Scheme, such as the elderly or those on low incomes (referred to as concessions), and those who were not (general patients). Prescription charge concessions did not apply for Canadian patients. Results This preliminary analysis included 61 patients with DD CKD from Australia (n = 22) and Canada (n = 39). The majority of patients were receiving haemodialysis (Australia, 72.7%; Canada, 61.5%), and more than half received their dialysis in a clinic or hospital (Australia, 54.5%; Canada, 76.9%); 50% of the Australian patients were concessions. In both countries, patients were likely to choose a new treatment alternative over the opt-out, with the greatest preference for oral treatment among Australian general and Canadian patients, all else being equal. For Australian concession patients, cost per month was the most important attribute across all treatment options; the risk of side effects (i.e. hospitalization from a heart attack or stroke) was the second most important attribute, with patients preferring treatments with the lowest possible risk. For Australian general and Canadian patients, the risk of side effects and the cost per month were the two most important attributes, and had similar levels of importance. Patients in both countries were also concerned about the risk of needing rescue therapy, and valued reductions in the amount of ‘bad’/LDL cholesterol. Conclusion Results from this DCE study showed that the risk of side effects and the costs of treatment are the most important attributes for hypothetical anaemia of CKD treatment for patients with DD CKD. Australian general and Canadian patients showed a preference for oral therapy over SC or IV injection, all other factors being equal. These findings may help to guide clinicians when selecting treatments for anaemia of CKD for their patients, and may provide useful information when assessing the value of new or future treatments.

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 enseignants

Ni 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.

score de la tête « metaresearch » (Codex)0,004
score de la tête « metaresearch » (Gemma)0,011
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,161
Score d'incertitude au seuil0,323

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0040,011
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0000,000
Études des sciences et des technologies0,0030,001
Communication savante0,0010,000
Science ouverte0,0010,001
Intégrité de la recherche0,0010,001
Charge utile insuffisante (le modèle a refusé de juger)0,0050,000

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.

Tête enseignante Opus0,119
Tête enseignante GPT0,367
Écart entre enseignants0,248 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations1
Publié2021
Routes d'admission2
Résumé présentoui

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