Research Article

A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation

Volume: 9 Number: 5 September 15, 2026
EN TR

A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation

Abstract

The aim of this study is to examine the scope of academic articles containing the keywords "emergency department" and "simulation" and to reveal the development and trends in this field. The study aims to present a bibliometric analysis of the literature on articles discussing simulation in emergency department studies based on quantitative data analysis, and to identify research trends and gaps in this field. The study was conducted through a bibliometric analysis of 1507 articles published in the Web of Science database between 1989 and 2024. VOSviewer 1.6.20 was used in the analysis. The focus was on the selected keywords "Emergency Department" and "Simulation." Additionally, the keyword "Discrete Event Simulation" was included for further analysis. When examining the distribution by year, it was observed that the most publications occurred in 2021 (155 articles), followed by 2020 (139 articles), 2022 (139 articles), and 2023 (139 articles). The study demonstrates that a significant portion of the literature in the field of emergency departments and simulation has been published in high-impact journals, creating a wide influence. It emphasizes the need for fostering stronger collaboration between developed and developing countries in the future. Additionally, it is anticipated that simulation techniques, particularly Discrete Event Simulation methods, will continue to be a major focus in future research. Therefore, in addition to the keywords "Emergency Department" and "Simulation," the third keyword "DES" was added, and further analyses were conducted. The aim of this study is to provide researchers and decision makers working on this topic with a systematic perspective.

Keywords

Ethical Statement

Ethics committee approval was not required for this study because of there was no study on animals or humans.

References

  1. Abo-Hamad, W., & Arisha, A. (2013). Simulation-based framework to improve patient experience in an emergency department. European Journal of Operational Research, 224(1), 154–166. https://doi.org/10.1016/j.ejor.2012.07.028
  2. Ames, S. G., Davis, B. S., Marin, J. R., Fink, E. L., Olson, L. M., Gausche-Hill, M., & Kahn, J. M. (2019). Emergency department pediatric readiness and mortality in critically ill children. Pediatrics, 144(3), Article e20190568. https://doi.org/10.1542/peds.2019-0568
  3. Auerbach, M., Gausche-Hill, M., & Newgard, C. D. (2018). National pediatric readiness project: Making a difference through collaboration, simulation, and measurement of the quality of pediatric emergency care. Clinical Pediatric Emergency Medicine, 19(3), 233–242. https://doi.org/10.1016/j.cpem.2018.08.008
  4. Brenner, S., Zeng, Z., Liu, Y., Wang, J., Li, J., & Howard, P. K. (2010). Modeling and analysis of the emergency department at University of Kentucky Chandler Hospital using simulations. Journal of Emergency Nursing, 36(4), 303–310. https://doi.org/10.1016/j.jen.2009.07.018
  5. Capella, J., Smith, S., Philp, A., Putnam, T., Gilbert, C., Fry, W., Harvey, E., Wright, A., Henderson, K., Baker, D., Ranson, S., & ReMine, S. (2010). Teamwork training improves the clinical care of trauma patients. Journal of Surgical Education, 67(6), 439–443. https://doi.org/10.1016/j.jsurg.2010.06.006
  6. Cheng, A., Auerbach, M., Hunt, E. A., Chang, T. P., Pusic, M., Nadkarni, V., & Kessler, D. (2014). Designing and conducting simulation-based research. Pediatrics, 133(6), 1091–1101. https://doi.org/10.1542/peds.2013-3267
  7. Connelly, L. G., & Bair, A. E. (2004). Discrete event simulation of emergency department activity: A platform for system-level operations research. Academic Emergency Medicine, 11(11), 1177–1185. https://doi.org/10.1197/j.aem.2004.08.021
  8. Doğan, G., & İpek, H. (2021). The evolution of hypospadias publications: A bibliometric approach. Revista Internacional de Andrología, 19(4), 224–233. https://doi.org/10.1016/j.androl.2020.03.002

Details

Primary Language

English

Subjects

Industrial Engineering

Journal Section

Research Article

Authors

Z. Figen Antmen This is me
Türkiye

Publication Date

September 15, 2026

Submission Date

July 1, 2026

Acceptance Date

August 8, 2026

Published in Issue

Year 2026 Volume: 9 Number: 5

APA
Antmen, Z. F., & Zengin, Ş. (2026). A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation. Black Sea Journal of Engineering and Science, 9(5), 2337-2344. https://doi.org/10.34248/bsengineering.1984273
AMA
1.Antmen ZF, Zengin Ş. A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation. BSJ Eng. Sci. 2026;9(5):2337-2344. doi:10.34248/bsengineering.1984273
Chicago
Antmen, Z. Figen, and Şölen Zengin. 2026. “A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation”. Black Sea Journal of Engineering and Science 9 (5): 2337-44. https://doi.org/10.34248/bsengineering.1984273.
EndNote
Antmen ZF, Zengin Ş (September 1, 2026) A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation. Black Sea Journal of Engineering and Science 9 5 2337–2344.
IEEE
[1]Z. F. Antmen and Ş. Zengin, “A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation”, BSJ Eng. Sci., vol. 9, no. 5, pp. 2337–2344, Sept. 2026, doi: 10.34248/bsengineering.1984273.
ISNAD
Antmen, Z. Figen - Zengin, Şölen. “A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation”. Black Sea Journal of Engineering and Science 9/5 (September 1, 2026): 2337-2344. https://doi.org/10.34248/bsengineering.1984273.
JAMA
1.Antmen ZF, Zengin Ş. A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation. BSJ Eng. Sci. 2026;9:2337–2344.
MLA
Antmen, Z. Figen, and Şölen Zengin. “A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation”. Black Sea Journal of Engineering and Science, vol. 9, no. 5, Sept. 2026, pp. 2337-44, doi:10.34248/bsengineering.1984273.
Vancouver
1.Z. Figen Antmen, Şölen Zengin. A Bibliometric Analysis on Emergency Department Simulation and Discrete Event Simulation. BSJ Eng. Sci. 2026 Sep. 1;9(5):2337-44. doi:10.34248/bsengineering.1984273