Leveraging health care simulation technology for human factors research: closing the gap between lab and bedside

ES Deutsch, Y Dong, LP Halamek, MA Rosen… - Human …, 2016 - journals.sagepub.com
Objective: We describe health care simulation, designed primarily for training, and provide
examples of how human factors experts can collaborate with health care professionals and …

[HTML][HTML] Towards reliable forecasting of healthcare capacity needs: A scoping review and evidence mapping

S Grøntved, MJ Kirkeby, SP Johnsen, J Mainz… - International Journal of …, 2024 - Elsevier
Background The COVID-19 pandemic has highlighted the critical importance of robust
healthcare capacity planning and preparedness for emerging crises. However, healthcare …

[HTML][HTML] Creating Coherence-Based Nurse Planning in the Perinatology Care System

W Winasti, SG Elkhuizen, F van Merode, H Berden - Healthcare, 2022 - mdpi.com
The combination of increasing demand and a shortage of nurses puts pressure on hospital
care systems to use their current volume of resources more efficiently and effectively. This …

[HTML][HTML] A Simulation-based Approach for Decision-Support in Healthcare Processes

M Ruiz, E Orta, J Sánchez - Simulation Modelling Practice and Theory, 2024 - Elsevier
This article explores the application of simulation-driven decision support systems in the
context of healthcare processes. The findings obtained from the review of related research …

Application of simulation in healthcare service operations: A review and research agenda

SN Roy, BJ Shah, H Gajjar - ACM Transactions on Modeling and …, 2020 - dl.acm.org
The health system is intricate due to its dynamic nature and critical service requirements.
The involvement of multiple layers of health service providers quadrupled this complexity …

Queueing inspired feature engineering to improve and simplify patient flow simulation metamodels

MW Isken, OT Aydas, YF Roumani - Journal of Simulation, 2023 - Taylor & Francis
We explore the interplay between domain-informed feature engineering, model
performance, and model interpretability. This is a hybrid modelling and simulation study that …

Determining future capacity for an ambulatory surgical center with discrete event simulation

K Reece, J Avansino, M Brumm, L Martin… - International Journal of …, 2021 - Taylor & Francis
ABSTRACT Background: Ambulatory Surgical Centers (ASC) are providing an increasing
number of patients with care for outpatient surgery. They represent a step forward in …

Queueing theoretic analysis of labor and delivery: Understanding management styles and C-section rates

M Gombolay, T Golen, N Shah, J Shah - Health Care Management …, 2019 - Springer
Childbirth is a complex clinical service requiring the coordinated support of highly trained
healthcare professionals as well as management of a finite set of critical resources (such as …

Association between labor and delivery unit census and delays in patient management: findings from a computer simulation module

RL Molina, M Gombolay, J Jonas… - Obstetrics & …, 2018 - journals.lww.com
OBJECTIVE: To demonstrate the association between increases in labor and delivery unit
census and delays in patient care decisions using a computer simulation module …

Simulation Analysis of a Neonatal Unit with Complex Patient Flow Patterns–An Enhanced Model for Capacity Planning

TS Perera, BÇ Uslu - South African Journal of Industrial Engineering, 2022 - journals.co.za
Steadily increasing demand requires neonatal units and networks to improve their overall
capacities. Given the operational complexities involved, simulation is a popular choice for …