Evidence map›Paper›PMID 41811576›Full record

ArticleInternal and emergency medicine2026

Exploring Italian nursing staff in anticoagulation clinics: a cluster-based description of current practice, nurse self-efficacy, job satisfaction, and interprofessional collaboration.

Arianna Magon, Rosario Caruso, Cristina Arrigoni, Marcello Torre, Antonio M G Staffa, Marco Paolo Donadini, Walter Ageno, Alessandro Squizzato, Paolo Bucciarelli, Antonio Ciampa and 1 more

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Article in Internal and emergency medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Arianna MagonDepartment of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy.
Rosario CarusoDepartment of Biomedical Sciences for Health, University of Milan, Milan, Italy. rosario.caruso@unimi.it.ORCID http://orcid.org/0000-0002-7736-6209
Cristina ArrigoniSection of Hygiene, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy.
Marcello TorreHealthcare and Social Professions Management, ASST Sette Laghi, Varese, Italy.
Antonio M G StaffaHealthcare and Social Professions Management, ASST Sette Laghi, Varese, Italy.
Marco Paolo DonadiniDepartment of Medicine and Surgery, Research Center on Thrombosis and Antithrombotic Therapies, University of Insubria, Varese, Italy.
Walter AgenoDepartment of Medicine and Surgery, University of Insubria, Varese, Italy.
Alessandro SquizzatoASST Lariana, Research Center on Thromboembolic Disorders and Antithrombotic Therapies, University of Insubria, Como, Italy.
Paolo BucciarelliFondazione IRCCS Ca' Granda-Ospedale Maggiore Policlinico, A. Bianchi Bonomi Hemophilia and Thrombosis Center, Milan, Italy.
Antonio CiampaHaemostasis Center, 'Moscati' Hospital, Avellino, Italy.
Daniela PoliThrombosis Center, 'Careggi' Hospital, Florence, Italy.

Funding

"Ricerca Corrente" funding from the Italian Ministry of Health to IRCCS Policlinico San Donato and IRCCS MultiMedica not specific
6 · The paper itself

Abstract

This study aimed to describe the competence profiles, practices, job satisfaction, and interprofessional collaboration among nurses working in Italian anticoagulation clinics (ACs) affiliated with the Italian federation of centres for the surveillance of anticoagulant therapy (FCSA). Data were collected via a web survey from December 2023 to May 2024. The information was condensed into two stochastic components using the t-distributed stochastic neighbour embedding (t-SNE) algorithm as part of the hierarchical clustering procedure, revealing two distinct clusters labelled "substandard profile" (n = 21 nurses) and "proficient profile" (n = 38 nurses). Results indicated significant variability in nursing practices, with differences in educational activities, self-reported competence, and levels of interprofessional collaboration between the two clusters. The findings underscore the importance of tailored interventions to enhance nursing practices, nursing education, and interprofessional collaboration within ACs. Future corroboration of the emerging results is warranted with longitudinal studies.

Indexed as

Anticoagulation clinicsCluster analysisInterprofessional collaborationJob satisfactionNursing competenceT-SNE

Identifiers

PMID41811576

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.