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Enregistrement W4415424774 · doi:10.1093/ndt/gfaf116.0613

#2266 Integrating palliative care into nephrology: a single-center “action-research” process

2025· article· en· W4415424774 sur OpenAlexaff
Marica Mulè, Diana Bertoni, Roberta Zani, Brunella Valzorio, Bernardo Lucca, Marta Tenini, Simona Guerini, Antonella Gandioli, Sara Molgora, Anna Bertoni, Cosimo Chelazzi, Federico Alberici

Notice bibliographique

RevueNephrology Dialysis Transplantation · 2025
Typearticle
Langueen
DomaineMedicine
ThématiquePalliative Care and End-of-Life Issues
Établissements canadiensSurgical Specialties (Canada)
Organismes subventionnairesnon disponible
Mots-clésPalliative careMultidisciplinary approachFocus groupLikert scaleScale (ratio)Qualitative researchContent analysis

Résumé

récupéré en direct d'OpenAlex

Abstract Background and Aims Recognizing the need to integrate palliative care into nephrology, an “action-research” model was launched in April 2023. Method A multidisciplinary pilot group (6 nephrologists, 7 nurses), led by a psychologist, was established and operated through seven focus groups to explore perceived challenges, training needs, and potential strategies for integrating palliative care into clinical practice. The model employed was an “action-research” one, model characterised by a cyclical process of inquiry, action, and reflection, where data is collected, analysed, and used to inform and to promote empowering collaboration to needed change. The discussions were transcribed and analysed manually (“paper and pencil”). Based on the main themes/topics that emerged, a questionnaire was administered to all nephrologist and nurses of the unit. The questionnaire included four Likert scale questions (1 = not at all, 5 = very much), one multiple-choice question, and one open-ended question, aiming to identify perceived barriers and resources for implementing palliative care. The answers of the open-ended question were analysed using the T-Lab software. The findings informed the creation of a teaching initiative for all the unit staff. Additionally, the number of patients referred to palliative care pathways before and after the initiative was started was recorded to quantify its impact. Results The content analysis of the seven focus groups revealed the need to challenge stereotypes about palliative care and to develop tools for timely activation of palliative care pathways. Key findings included characteristics of palliative care patients (psychological suffering [6/10 participants] and physical suffering [4/10 participants]); highly relational tasks (10/10 participants) for nurse-physician roles in order to support patients and families in a flexible decision-making process. These insights informed the development of a questionnaire distributed to all the unit staff. A total of 114 out of 205 staff members (55%) participated, comprising 77 nurses (68%) and 37 doctors (32%). The findings showed that 66% of respondents considered palliative care “very important”, but 38% felt it was only “fairly” achievable. 62% agreed that palliative care is a “shared treatment pathway”. 31% believed patients were “minimally involved” in decision-making, while 90% felt family members were “quite” or “very involved”. Thematic analysis identified four key clusters (Fig. 1). Those were classified as “Need for a culture in palliative care” (38% of variance), highlighted primarily by doctors, who cited lack of experience and resources as major barriers. “Patient centered care” (35% of variance), emphasized by nurses. “Necessary approaches” (17% of variance). “Dignified death” (11% of variance). Following the questionnaire, the pilot group organized for all the unit staff a teaching day on the clinical, psychological and ethical challenges of palliative care, involving palliative care specialists and ethicists. As a measure of the overall initiative impact, patient referrals to palliative care before and after the initiative were compared: in the 390 days before the integration process, 30 patients were referred (26 in the acute settings); in the 390 days following the start of the initiative, 73 patients were referred (61 in the acute settings). Conclusion The overall initiative significantly increased awareness of palliative care as an integral treatment option. For the Nephrology Unit, palliative care is viewed as a valuable resource for supporting patients and families at the end of life. However, limitations remain, particularly in terms of experience and resources. From this perspective, a close integration between palliative care specialists and nephrologists is required in order to activate processes for simultaneous care and reduce the number of referrals in the acute setting.

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)0,106
score de la tête « metaresearch » (Gemma)0,097
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Qualitatif · Signal consensuel: Qualitatif
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,106
Score d'incertitude au seuil0,558

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,1060,097
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0020,002
Études des sciences et des technologies0,0100,010
Communication savante0,0070,005
Science ouverte0,0030,013
Intégrité de la recherche0,0030,003
Charge utile insuffisante (le modèle a refusé de juger)0,0140,004

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 Opus0,118
Tête enseignante GPT0,450
Écart entre enseignants0,332 · 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'étudeQualitatif
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

Citations0
Publié2025
Routes d'admission1
Résumé présentoui

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