Literature DB >> 31915264

Discrete event simulation modelling to evaluate the impact of a quality improvement initiative on patient flow in a paediatric emergency department.

Kenneth W McKinley1, John Babineau2, Cindy G Roskind2, Meridith Sonnett2, Quynh Doan3.   

Abstract

OBJECTIVE: We developed a discrete event simulation model to evaluate the impact on system flow of a quality improvement (QI) initiative that included a time-specific protocol to decrease the time to antibiotic delivery for children with cancer and central venous catheters who present to a paediatric ED with fever.
METHODS: The model was based on prospective observations and retrospective review of ED processes during the maintenance phase of the QI initiative between January 2016 and June 2017 in a large, urban, academic children's hospital in New York City, USA. We compared waiting time for full evaluation (WT) and length of stay (LOS) between a model with and a model without the protocol. We then gradually increased the proportion of patients receiving the protocol in the model and recorded changes in WT and LOS.
RESULTS: We validated model outputs against administrative data from 2016, with no statistically significant differences in average WT or LOS for any emergency severity index (ESI). There were no statistically significant differences in these flow metrics between the model with and the model without the protocol. By increasing the proportion of total patients receiving this protocol, from 0.2% to 1.3%, the WT increased by 2.8 min (95% CI: 0.6 to 5.0) and 7.6 min (95% CI: 2.0 to 13.2) for ESI 2 and ESI 3 patients, respectively. This represents a 14.0% increase in WT for ESI 3 patients.
CONCLUSIONS: Simulation modelling facilitated the testing of system effects for a time-specific protocol implemented in a large, urban, academic paediatric ED, showing no significant impact on patient flow. The model suggests system resilience, demonstrating no detrimental effect on WT until there is a 7-fold increase in the proportion of patients receiving the protocol. © Author(s) (or their employer(s)) 2020. No commercial re-use. See rights and permissions. Published by BMJ.

Entities:  

Keywords:  emergency department; paediatrics, paediatric emergency medicine; quality improvement; research, operational

Year:  2020        PMID: 31915264     DOI: 10.1136/emermed-2019-208667

Source DB:  PubMed          Journal:  Emerg Med J        ISSN: 1472-0205            Impact factor:   2.740


  6 in total

1.  Systems approach to improving traumatic brain injury care in Myanmar: a mixed-methods study from lived experience to discrete event simulation.

Authors:  Katharina Kohler; Phyu Phyu Nwe Myint; Sein Wynn; Alexander Komashie; Robyn Winters; Myat Thu; Mu Mu Naing; Thinn Hlaing; Rowan Burnstein; Zaw Wai Soe; John Clarkson; David Menon; Peter John Hutchinson; Tom Bashford
Journal:  BMJ Open       Date:  2022-05-09       Impact factor: 3.006

2.  Reducing Pediatric ED Length of Stay by Reducing Diagnostic Testing: A Discrete Event Simulation Model.

Authors:  Kenneth W McKinley; James M Chamberlain; Quynh Doan; Deena Berkowitz
Journal:  Pediatr Qual Saf       Date:  2021-03-10

3.  Quantifying Dynamic Flow of Emergency Department (ED) Patient Managements: A Multistate Model Approach.

Authors:  Chung-Hsien Chaou; Te-Fa Chiu; Shin-Liang Pan; Amy Ming-Fang Yen; Shu-Hui Chang; Petrus Tang; Chao-Chih Lai; Ruei-Fang Wang; Hsiu-Hsi Chen
Journal:  Emerg Med Int       Date:  2020-12-03       Impact factor: 1.112

Review 4.  Discrete-Event Simulation Modeling in Healthcare: A Comprehensive Review.

Authors:  Jesús Isaac Vázquez-Serrano; Rodrigo E Peimbert-García; Leopoldo Eduardo Cárdenas-Barrón
Journal:  Int J Environ Res Public Health       Date:  2021-11-22       Impact factor: 3.390

5.  Impact of Universal Suicide Risk Screening in a Pediatric Emergency Department: A Discrete Event Simulation Approach.

Authors:  Kenneth W McKinley; Kelly N Z Rickard; Finza Latif; Theresa Wavra; Julie Berg; Sephora Morrison; James M Chamberlain; Shilpa J Patel
Journal:  Healthc Inform Res       Date:  2022-01-31

Review 6.  Is in situ simulation in emergency medicine safe? A scoping review.

Authors:  Jennifer Truchot; Valérie Boucher; Winny Li; Guillaume Martel; Eva Jouhair; Éliane Raymond-Dufresne; Andrew Petrosoniak; Marcel Emond
Journal:  BMJ Open       Date:  2022-07-19       Impact factor: 3.006

  6 in total

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