Evidence map›Paper›PMID 40863670›Full record

ReviewNursing reports (Pavia, Italy)2025

The Contribution of Artificial Intelligence in Nursing Education: A Scoping Review of the Literature.

Federico Cucci, Dario Marasciulo, Mattia Romani, Giovanni Soldano, Donato Cascio, Giorgio De Nunzio, Cosimo Caldararo, Ivan Rubbi, Elsa Vitale, Roberto Lupo and 1 more

Abstract readReview
In one paragraph

Review in Nursing reports (Pavia, Italy), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 2 pooled it
–field-weighted citation impact
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

17 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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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.

Federico CucciCittà di Lecce Hospital, Gruppo Villa Maria, 73100 Lecce, Italy.ORCID 0009-0004-3013-7419
Dario MarasciuloHealth Governance Agency of the Calabria Region-Azienda Zero, 88100 Catanzaro, Italy.
Mattia RomaniIRCCS, Hospital San Raffaele, 20132 Milano, Italy.
Giovanni SoldanoCittà di Lecce Hospital, Gruppo Villa Maria, 73100 Lecce, Italy.
Donato CascioDepartment of Physics and Chemistry, University of Palermo, 90128 Palermo, Italy.ORCID 0000-0001-6522-1259
Giorgio De NunzioLaboratory of Biomedical Physics and Environment, Department of Mathematics and Physics, "E. De Giorgi", University of Salento, 73100 Lecce, Italy.ORCID 0000-0002-1998-0286
Cosimo CaldararoSchool of Nursing, University of Salento, 73100 Lecce, Italy.
Ivan RubbiSchool of Nursing, University of Bologna, 48018 Faenza, Italy.ORCID 0000-0001-6067-9578
Elsa VitaleDirectorate of Health and Nursing Professions, ASL (Local Health Authority), 70123 Bari, Italy.ORCID 0000-0002-9738-3479
Roberto Lupo"San Giuseppe da Copertino" Hospital, Local Health Authority, 73043 Copertino, Italy.
Luana ConteDepartment of Physics and Chemistry, University of Palermo, 90128 Palermo, Italy.ORCID 0000-0002-8741-3478

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceeducationnursenursing

Identifiers

PMID40863670
PMCPMC12389495

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.