Evidence map›Paper›PMID 41408848›Full record

ReviewMedical education online2025

Global trends in the value of simulation as a pedagogical tool in oncology: a bibliometric analysis from 2010 to 2024.

Ouissam Al Jarroudi, Ahmed Rhassane El Adib, Hind Chibani, Said Afqir, Mohammed Mouhaoui

Abstract readReview
In one paragraph

Review in Medical education online, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Ouissam Al JarroudiFaculty of medicine and pharmacy, Mohammed Ist University, Oujda, Morocco.ORCID 0000-0001-9946-921X
Ahmed Rhassane El AdibMarrakesh Simulation and Innovation in Health Sciences Center, Faculty of Medicine and Pharmacy, Cadi Ayyad University, Marrakesh, Morocco.
Hind ChibaniFaculty of medicine and pharmacy, Mohammed Ist University, Oujda, Morocco.
Said AfqirFaculty of medicine and pharmacy, Mohammed Ist University, Oujda, Morocco.
Mohammed MouhaouiCasablanca Sim Center, Faculty of medicine and pharmacy, Hassan II University, Casablanca, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Simulation-based education in medicine (SBME) constitutes a notable paradigm shift in teaching methodologies. Utilizing simulation involves replicating authentic patient experiences and enabling learners to develop skills and practice without putting patients at risk. Despite its growing popularity, limited data are currently available on the perceived value and impact of SBME in oncology. To bridge this gap, this paper presents a bibliometric analysis that maps the global implications and potential future directions of SBME in the field of oncology.Publication trends on SBME were retrospectively analyzed during the period from January 2010 to April 2024, using a number of bibliometric parameters based on the PubMed database and other resources (SpringerLink, Google Scholar, EM-Consulte, and ScienceDirect).A total of 428 publications related to simulation in oncology were identified and included in the bibliometric analysis. The United States of America (USA) was the clear leader, with the largest number of papers (164, 38.3%). Original articles (357, 83.4%) dominated the publications. The majority of the articles (413, 96.5%) were published in the English language. The articles were published in the fields of surgical oncology (165, 38.6%), medical oncology (130, 30.4%), and radiation oncology (77, 18.0%). Additionally, most of the publications were covered by the PubMed and Web of Science core collections. Importantly, articles were frequently published in influential journals, with 232 journals selected and a median impact factor of 2.6 [0.3-81.1]. Besides, the median H-index of authors was 10, the median i-10 index was 12, and the highest number of publications by an author was 3.SBME serves as an essential learning tool in oncology sciences across different domains, such as formation curricula, continued education, and recertification. SBME has the ability to teach technical, procedural, and communication skills. The future research prospects involve the broad incorporation of high technology and innovative simulation methods in oncology fields.

Indexed as

BibliometricsMedical OncologySimulation TrainingHumansRetrospective Studiesbibliometric studylearning toolmedical educationoncologySimulation

Identifiers

PMID41408848
PMCPMC12124141

What OpenQuestion holds

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LicenceCC BY-NC
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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.