ArticleFrontiers in medicine2021
Research Hotspots and Trend Exploration on the Clinical Translational Outcome of Simulation-Based Medical Education: A 10-Year Scientific Bibliometric Analysis From 2011 to 2021.
Article in Frontiers in medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 4 of them syntheses that pooled 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.
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.
Who cites it
10 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The use of the extended reality technologies in simulation-based health professions education: a bibliometric analysis.Frontiers in medicine · 2026Pooled it
- Identifying Research Priorities in Digital Education for Health Care: Umbrella Review and Modified Delphi Method Study.Journal of medical Internet research · 2025Pooled it
- Trends and developments in health systems modeling: a bibliometric analysis.Frontiers in digital health · 2025Pooled it
- A bibliometric analysis of simulation-based learning in medical education: trends, gaps, and future directions.Frontiers in medicine · 2025Pooled it
- Bibliometric Analysis of 30 Years of Scientific Publications Related to Low-Flow Anesthesia.Healthcare (Basel, Switzerland) · 2026Article
- Perioperative simulation-based medical education in China: a nationwide cross-sectional survey.BMC medical education · 2025Article
- Using virtual reality simulation to ensure laparoscopic camera navigation skills of new surgical assistants-a validation study.Surgical endoscopy · 2025Article
- Knowledge Mapping and Global Trends in Simulation in Medical Education: Bibliometric and Visual Analysis.JMIR medical education · 2025Article
- Characterizing Research Hotspots and Trends in Simulation-Based Training in Obstetrics and Gynecology 1961-2024: A Bibliometric Analysis.Journal of multidisciplinary healthcare · 2025Review
- A study on the global patterns in the design and development of ventricular assist devices: a visualization approach.Frontiers in cardiovascular medicine · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn recent decades, an increasing number of studies have focused on the clinical translational effect of simulation-based medical education (SBME). However, few scientific bibliometric studies have analyzed the research hotspots and publication trends. This study aimed to investigate research hotspots and future direction in the clinical translational outcome of SBME via bibliometrics.
methodRelevant publications on the clinical translational outcomes of SBME from 2011 to 2021 were identified and retrieved from the Web of Science Core Collection (WOSCC). Software including VOSviewer (1.6.17) and CiteSpace (5.8R3) and a platform (bibliometric.com) were employed to conduct bibliographic and visualized analysis on the literature.
resultsA total of 1,178 publications were enrolled. An increasing number of publications were observed in the past decades from 48 in 2011 to 175 in 2021. The United States accounted for the largest number of publications (488, 41.4%) and citations (10,432); the University of Toronto and Northwestern University were the leading institutions.
conclusionFrom the overall trend of 10 years of research, we can see that the research is roughly divided into three phases, from laboratory stage, individual skill improvement to the patient outcomes, and comprehensive impacts such as skill retention and collateral effect as cost-effectiveness is a major trend of future research. More objective evaluation measurement should be designed to assess the diverse impact and further meta-analysis and randomized controlled trials are needed to provide more clinical evidence of SBME as translational science.
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What OpenQuestion holds
Registered trials
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.