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      The evolution of simulation-based medical education research: From traditional to virtual simulations

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          Abstract

          Background

          Simulation-based medical education (SBME) is a widely used method in medical education. This study aims to analyze publications on SBME in terms of countries, institutions, journals, authors, and keyword co-occurrence, as well as to identify trends in SBME research.

          Methods

          We retrieved the Publications on SBME from the Web of Science Core Collection (WoSCC) database from its inception to January 27, 2024. Microsoft Excel 2019, CiteSpace, and VOSviewer were used to identify the distribution of countries, journals, and authors, as well as to determine the research hotspots.

          Results

          We retrieved a total of 11272 publications from WoSCC. The number of documents published in 2022 was the highest in the last few decades. The USA, the UK, and Canada were three key contributors to this field. The University of Toronto, Stanford University, and Harvard Medical School were the top major institutions with a larger number of publications. Konge, Lars was the most productive author, while McGaghie, William C was the highest cited author. BMC Medical Education has the highest number of publications among journals. The foundational themes of SBME are “Patient simulation,” “extending reality,” and “surgical skills.”

          Conclusions

          SBME has attracted considerable attention in medical education. The research hotspot is gradually shifting from traditional simulations with real people or mannequins to virtual, digitally-based simulations and online education. Further studies will be conducted to elucidate the mechanisms of SBME. The utilization of SBME will be more rationalized.

          Highlights

          • This is a comprehensive analysis of countries, institutions, journals, authors, and keywords related to SBME.

          • The focus of SBME has shifted from traditional simulation to high-fidelity and efficient digital simulation technology.

          • Future research will concentrate on exploring more effective and intelligent simulation technologies.

          • Further research is needed to demonstrate skill transfer in simulation technologies.

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          Most cited references53

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          Software survey: VOSviewer, a computer program for bibliometric mapping

          We present VOSviewer, a freely available computer program that we have developed for constructing and viewing bibliometric maps. Unlike most computer programs that are used for bibliometric mapping, VOSviewer pays special attention to the graphical representation of bibliometric maps. The functionality of VOSviewer is especially useful for displaying large bibliometric maps in an easy-to-interpret way. The paper consists of three parts. In the first part, an overview of VOSviewer’s functionality for displaying bibliometric maps is provided. In the second part, the technical implementation of specific parts of the program is discussed. Finally, in the third part, VOSviewer’s ability to handle large maps is demonstrated by using the program to construct and display a co-citation map of 5,000 major scientific journals.
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            Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

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              How to conduct a bibliometric analysis: An overview and guidelines

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                Author and article information

                Contributors
                Journal
                Heliyon
                Heliyon
                Heliyon
                Elsevier
                2405-8440
                03 August 2024
                15 August 2024
                03 August 2024
                : 10
                : 15
                : e35627
                Affiliations
                [a ]Department of Rehabilitation Medicine, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, China
                [b ]Postdoctoral Innovation Practice Base, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, China
                [c ]The First Clinical Medical College, Jiangxi Medical College, Nanchang University, Nanchang 330031, China
                [d ]Department of Psychosomatic Medicine, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, China
                Author notes
                [* ]Corresponding author. Department of Rehabilitation Medicine, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, China. sunweiming@ 123456email.ncu.edu.cn
                [** ]Corresponding author. Department of Rehabilitation Medicine, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330006, China. ndyfy02151@ 123456ncu.edu.cn
                [1]

                These authors have contributed equally to this work and share the first authorship.

                Article
                S2405-8440(24)11658-1 e35627
                10.1016/j.heliyon.2024.e35627
                11337719
                39170203
                7fc7d1b8-8c7c-4e64-bd06-162442c0b30c
                © 2024 The Authors

                This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

                History
                : 30 March 2024
                : 4 June 2024
                : 31 July 2024
                Categories
                Research Article

                medical education,simulation,bibliometrics,visualization analysis,clinical training

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